diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/Controls/UnifiedAGVCanvas.Events.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/Controls/UnifiedAGVCanvas.Events.cs
index 8cd8a4d..b6c4efa 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/Controls/UnifiedAGVCanvas.Events.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/Controls/UnifiedAGVCanvas.Events.cs
@@ -238,8 +238,13 @@ namespace AGVNavigationCore.Controls
 
             for (int i = 0; i < path.Path.Count - 1; i++)
             {
-                var currentNodeId = path.Path[i];
-                var nextNodeId = path.Path[i + 1];
+                var currentNode = path.Path[i];
+                var nextNode = path.Path[i + 1];
+
+                if (currentNode == null || nextNode == null) continue;
+
+                var currentNodeId = currentNode.NodeId;
+                var nextNodeId = nextNode.NodeId;
 
                 // 왕복 구간 키 생성 (양방향 모두 같은 키)
                 var segmentKey = string.Compare(currentNodeId, nextNodeId) < 0
@@ -250,9 +255,6 @@ namespace AGVNavigationCore.Controls
                     visitedSegments[segmentKey] = 0;
                 visitedSegments[segmentKey]++;
 
-                var currentNode = _nodes?.FirstOrDefault(n => n.NodeId == currentNodeId);
-                var nextNode = _nodes?.FirstOrDefault(n => n.NodeId == nextNodeId);
-
                 if (currentNode != null && nextNode != null)
                 {
                     // 왕복 경로면 더 진한 색상으로 표시
@@ -295,9 +297,8 @@ namespace AGVNavigationCore.Controls
 
             const int JUNCTION_CONNECTIONS = 3; // 교차로 판정 기준: 3개 이상의 연결
 
-            foreach (var nodeId in path.Path)
+            foreach (var node in path.Path)
             {
-                var node = _nodes.FirstOrDefault(n => n.NodeId == nodeId);
                 if (node == null) continue;
 
                 // 교차로 판정: 3개 이상의 노드가 연결된 경우
@@ -339,7 +340,7 @@ namespace AGVNavigationCore.Controls
             }
 
             // 교차로 라벨 추가
-            DrawJunctionLabel(g, junctionNode);
+            //DrawJunctionLabel(g, junctionNode);
         }
 
         /// <summary>
diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/Controls/UnifiedAGVCanvas.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/Controls/UnifiedAGVCanvas.cs
index ca8c67e..5ec47da 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/Controls/UnifiedAGVCanvas.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/Controls/UnifiedAGVCanvas.cs
@@ -525,10 +525,7 @@ namespace AGVNavigationCore.Controls
             if (_currentPath != null && _currentPath.Success && _currentPath.Path != null && _currentPath.Path.Count > 0)
             {
                 // 경로의 마지막 노드가 목적지
-                string destinationNodeId = _currentPath.Path[_currentPath.Path.Count - 1];
-
-                // 노드 목록에서 해당 노드 찾기
-                _destinationNode = _nodes?.FirstOrDefault(n => n.NodeId == destinationNodeId);
+                _destinationNode = _currentPath.Path[_currentPath.Path.Count - 1];
             }
         }
 
diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/Models/VirtualAGV.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/Models/VirtualAGV.cs
index 47ca282..6387855 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/Models/VirtualAGV.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/Models/VirtualAGV.cs
@@ -272,7 +272,7 @@ namespace AGVNavigationCore.Models
             }
 
             _currentPath = path;
-            _remainingNodes = new List<string>(path.Path);
+            _remainingNodes = new List<string>(path.Path.Select(n => n.NodeId).ToList());
             _currentNodeIndex = 0;
 
             // 시작 노드와 목표 노드 설정
diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Core/AGVPathResult.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Core/AGVPathResult.cs
index f7e5295..fa4b925 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Core/AGVPathResult.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Core/AGVPathResult.cs
@@ -18,9 +18,9 @@ namespace AGVNavigationCore.PathFinding.Core
         public bool Success { get; set; }
 
         /// <summary>
-        /// 경로 노드 ID 목록 (시작 → 목적지 순서)
+        /// 경로 노드 목록 (시작 → 목적지 순서)
         /// </summary>
-        public List<string> Path { get; set; }
+        public List<MapNode> Path { get; set; }
 
         /// <summary>
         /// AGV 명령어 목록 (이동 방향 시퀀스)
@@ -96,13 +96,19 @@ namespace AGVNavigationCore.PathFinding.Core
         /// </summary>
         public MapNode PrevNode { get; set; }
 
+
+        /// <summary>
+        /// PrevNode 에서 현재위치까지 이동한 모터의 방향값
+        /// </summary>
+        public AgvDirection PrevDirection { get; set; }
+
         /// <summary>
         /// 기본 생성자
         /// </summary>
         public AGVPathResult()
         {
             Success = false;
-            Path = new List<string>();
+            Path = new List<MapNode>();
             Commands = new List<AgvDirection>();
             DetailedPath = new List<NodeMotorInfo>();
             TotalDistance = 0;
@@ -116,6 +122,7 @@ namespace AGVNavigationCore.PathFinding.Core
             DirectionChangeNode = string.Empty;
             DockingValidation = DockingValidationResult.CreateNotRequired();
             PrevNode = null;
+            PrevDirection = AgvDirection.Stop;
         }
 
         /// <summary>
@@ -126,12 +133,12 @@ namespace AGVNavigationCore.PathFinding.Core
         /// <param name="totalDistance">총 거리</param>
         /// <param name="calculationTimeMs">계산 시간</param>
         /// <returns>성공 결과</returns>
-        public static AGVPathResult CreateSuccess(List<string> path, List<AgvDirection> commands, float totalDistance, long calculationTimeMs)
+        public static AGVPathResult CreateSuccess(List<MapNode> path, List<AgvDirection> commands, float totalDistance, long calculationTimeMs)
         {
             var result = new AGVPathResult
             {
                 Success = true,
-                Path = new List<string>(path),
+                Path = new List<MapNode>(path),
                 Commands = new List<AgvDirection>(commands),
                 TotalDistance = totalDistance,
                 CalculationTimeMs = calculationTimeMs
@@ -287,7 +294,7 @@ namespace AGVNavigationCore.PathFinding.Core
 
 
         /// <summary>
-        /// 단순 경로 목록 반환 (호환성용)
+        /// 단순 경로 목록 반환 (호환성용 - 노드 ID 문자열 목록)
         /// </summary>
         /// <returns>노드 ID 목록</returns>
         public List<string> GetSimplePath()
@@ -296,7 +303,7 @@ namespace AGVNavigationCore.PathFinding.Core
             {
                 return DetailedPath.Select(n => n.NodeId).ToList();
             }
-            return Path ?? new List<string>();
+            return Path?.Select(n => n.NodeId).ToList() ?? new List<string>();
         }
 
         /// <summary>
diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Core/AStarPathfinder.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Core/AStarPathfinder.cs
index bd66618..e7adebf 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Core/AStarPathfinder.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Core/AStarPathfinder.cs
@@ -14,6 +14,7 @@ namespace AGVNavigationCore.PathFinding.Core
     {
         private Dictionary<string, PathNode> _nodeMap;
         private List<MapNode> _mapNodes;
+        private Dictionary<string, MapNode> _mapNodeLookup; // Quick lookup for node ID -> MapNode
 
         /// <summary>
         /// 휴리스틱 가중치 (기본값: 1.0)
@@ -33,6 +34,7 @@ namespace AGVNavigationCore.PathFinding.Core
         {
             _nodeMap = new Dictionary<string, PathNode>();
             _mapNodes = new List<MapNode>();
+            _mapNodeLookup = new Dictionary<string, MapNode>();
         }
 
         /// <summary>
@@ -43,10 +45,13 @@ namespace AGVNavigationCore.PathFinding.Core
         {
             _mapNodes = mapNodes ?? new List<MapNode>();
             _nodeMap.Clear();
+            _mapNodeLookup.Clear();
 
             // 모든 네비게이션 노드를 PathNode로 변환하고 양방향 연결 생성
             foreach (var mapNode in _mapNodes)
             {
+                _mapNodeLookup[mapNode.NodeId] = mapNode; // Add to lookup table
+
                 if (mapNode.IsNavigationNode())
                 {
                     var pathNode = new PathNode(mapNode.NodeId, mapNode.Position);
@@ -82,6 +87,14 @@ namespace AGVNavigationCore.PathFinding.Core
             }
         }
 
+        /// <summary>
+        /// 노드 ID로 MapNode 가져오기 (헬퍼 메서드)
+        /// </summary>
+        private MapNode GetMapNode(string nodeId)
+        {
+            return _mapNodeLookup.ContainsKey(nodeId) ? _mapNodeLookup[nodeId] : null;
+        }
+
         /// <summary>
         /// 경로 찾기 (A* 알고리즘)
         /// </summary>
@@ -106,7 +119,8 @@ namespace AGVNavigationCore.PathFinding.Core
 
                 if (startNodeId == endNodeId)
                 {
-                    var singlePath = new List<string> { startNodeId };
+                    var startMapNode = GetMapNode(startNodeId);
+                    var singlePath = new List<MapNode> { startMapNode };
                     return AGVPathResult.CreateSuccess(singlePath, new List<AgvDirection>(), 0, stopwatch.ElapsedMilliseconds);
                 }
 
@@ -240,7 +254,7 @@ namespace AGVNavigationCore.PathFinding.Core
                 validWaypoints = deduplicatedWaypoints;
 
                 // 최종 경로 리스트와 누적 값
-                var combinedPath = new List<string>();
+                var combinedPath = new List<MapNode>();
                 float totalDistance = 0;
                 long totalCalculationTime = 0;
 
@@ -353,23 +367,25 @@ namespace AGVNavigationCore.PathFinding.Core
                 return previousResult;
 
             // 합친 경로 생성
-            var combinedPath = new List<string>(previousResult.Path);
+            var combinedPath = new List<MapNode>(previousResult.Path);
             var combinedCommands = new List<AgvDirection>(previousResult.Commands);
             var combinedDetailedPath = new List<NodeMotorInfo>(previousResult.DetailedPath ?? new List<NodeMotorInfo>());
 
             // 이전 경로의 마지막 노드와 현재 경로의 시작 노드 비교
-            string lastNodeOfPrevious = previousResult.Path[previousResult.Path.Count - 1];
-            string firstNodeOfCurrent = currentResult.Path[0];
+            string lastNodeOfPrevious = previousResult.Path[previousResult.Path.Count - 1].NodeId;
+            string firstNodeOfCurrent = currentResult.Path[0].NodeId;
 
             if (lastNodeOfPrevious == firstNodeOfCurrent)
             {
                 // 첫 번째 노드 제거 (중복 제거)
-                combinedPath.AddRange(currentResult.Path.Skip(1));
+                combinedPath.RemoveAt(combinedPath.Count - 1);
+                combinedPath.AddRange(currentResult.Path);
 
                 // DetailedPath도 첫 번째 노드 제거
                 if (currentResult.DetailedPath != null && currentResult.DetailedPath.Count > 0)
                 {
-                    combinedDetailedPath.AddRange(currentResult.DetailedPath.Skip(1));
+                    combinedDetailedPath.RemoveAt(combinedDetailedPath.Count - 1);
+                    combinedDetailedPath.AddRange(currentResult.DetailedPath);
                 }
             }
             else
@@ -404,6 +420,7 @@ namespace AGVNavigationCore.PathFinding.Core
             // DetailedPath 설정
             result.DetailedPath = combinedDetailedPath;
             result.PrevNode = previousResult.PrevNode;
+            result.PrevDirection = previousResult.PrevDirection;
 
             return result;
         }
@@ -463,14 +480,18 @@ namespace AGVNavigationCore.PathFinding.Core
         /// <summary>
         /// 경로 재구성 (부모 노드를 따라 역추적)
         /// </summary>
-        private List<string> ReconstructPath(PathNode endNode)
+        private List<MapNode> ReconstructPath(PathNode endNode)
         {
-            var path = new List<string>();
+            var path = new List<MapNode>();
             var current = endNode;
 
             while (current != null)
             {
-                path.Add(current.NodeId);
+                var mapNode = GetMapNode(current.NodeId);
+                if (mapNode != null)
+                {
+                    path.Add(mapNode);
+                }
                 current = current.Parent;
             }
 
@@ -481,16 +502,19 @@ namespace AGVNavigationCore.PathFinding.Core
         /// <summary>
         /// 경로의 총 거리 계산
         /// </summary>
-        private float CalculatePathDistance(List<string> path)
+        private float CalculatePathDistance(List<MapNode> path)
         {
             if (path.Count < 2) return 0;
 
             float totalDistance = 0;
             for (int i = 0; i < path.Count - 1; i++)
             {
-                if (_nodeMap.ContainsKey(path[i]) && _nodeMap.ContainsKey(path[i + 1]))
+                var nodeId1 = path[i].NodeId;
+                var nodeId2 = path[i + 1].NodeId;
+
+                if (_nodeMap.ContainsKey(nodeId1) && _nodeMap.ContainsKey(nodeId2))
                 {
-                    totalDistance += _nodeMap[path[i]].DistanceTo(_nodeMap[path[i + 1]]);
+                    totalDistance += _nodeMap[nodeId1].DistanceTo(_nodeMap[nodeId2]);
                 }
             }
 
diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/AGVPathfinder.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/AGVPathfinder.cs
index f0c5833..d9925be 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/AGVPathfinder.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/AGVPathfinder.cs
@@ -88,17 +88,16 @@ namespace AGVNavigationCore.PathFinding.Planning
 
             // 경로상의 모든 노드 중 교차로(3개 이상 연결) 찾기
             var StartNode = pathResult.Path.First();
-            foreach (var nodeId in pathResult.Path)
+            foreach (var pathNode in pathResult.Path)
             {
-                var node = _mapNodes.FirstOrDefault(n => n.NodeId == nodeId);
-                if (node != null &&
-                    node.IsActive &&
-                    node.IsNavigationNode() &&
-                    node.ConnectedNodes != null &&
-                    node.ConnectedNodes.Count >= 3)
+                if (pathNode != null &&
+                    pathNode.IsActive &&
+                    pathNode.IsNavigationNode() &&
+                    pathNode.ConnectedNodes != null &&
+                    pathNode.ConnectedNodes.Count >= 3)
                 {
-                    if (node.NodeId.Equals(StartNode) == false)
-                        return node;
+                    if (pathNode.NodeId.Equals(StartNode.NodeId) == false)
+                        return pathNode;
                 }
             }
 
@@ -106,7 +105,7 @@ namespace AGVNavigationCore.PathFinding.Planning
         }
 
         public AGVPathResult FindPath_test(MapNode startNode, MapNode targetNode,
-            MapNode prevNode, AgvDirection currentDirection)
+            MapNode prevNode, AgvDirection prevDirection, AgvDirection currentDirection)
         {
             // 입력 검증
             if (startNode == null)
@@ -127,8 +126,8 @@ namespace AGVNavigationCore.PathFinding.Planning
                 return AGVPathResult.CreateFailure("각 노드간 최단 경로 계산이 실패되었습니다", 0, 0);
 
             //정방향/역방향 이동 시 다음 노드 확인
-            var nextNodeForward = DirectionalHelper.GetNextNodeByDirection(startNode, prevNode, currentDirection, _mapNodes);
-            var nextNodeBackward = DirectionalHelper.GetNextNodeByDirection(startNode, prevNode, ReverseDirection, _mapNodes);
+            var nextNodeForward = DirectionalHelper.GetNextNodeByDirection(startNode, prevNode, prevDirection, currentDirection, _mapNodes);
+            var nextNodeBackward = DirectionalHelper.GetNextNodeByDirection(startNode, prevNode, prevDirection, ReverseDirection, _mapNodes);
 
 
             //2.AGV방향과 목적지에 설정된 방향이 일치하면 그대로 진행하면된다.(목적지에 방향이 없는 경우에도 그대로 진행)
@@ -136,9 +135,12 @@ namespace AGVNavigationCore.PathFinding.Planning
                 (targetNode.DockDirection == DockingDirection.Forward && currentDirection == AgvDirection.Forward) ||
                 (targetNode.DockDirection == DockingDirection.Backward && currentDirection == AgvDirection.Backward))
             {
-                MakeDetailData(pathResult, currentDirection);
-                MakeMagnetDirection(pathResult);
-                return pathResult;
+                if (nextNodeForward.NodeId == pathResult.Path[1].NodeId) //예측경로와 다음진행방향 경로가 일치하면 해당 방향이 맞다
+                {
+                    MakeDetailData(pathResult, currentDirection);
+                    MakeMagnetDirection(pathResult);
+                    return pathResult;
+                }
             }
 
 
@@ -154,15 +156,15 @@ namespace AGVNavigationCore.PathFinding.Planning
             //    return pathResult;
             //}
 
-     
+
             //뒤로 이동시 경로상의 처음 만나는 노드가 같다면 그 방향으로 이동하면 된다.
-            if (nextNodeBackward.NodeId == pathResult.Path[1] && targetNode.DockDirection == DockingDirection.Backward)
+            if (nextNodeBackward != null && pathResult.Path.Count > 1 && nextNodeBackward.NodeId == pathResult.Path[1].NodeId && targetNode.DockDirection == DockingDirection.Backward)
             {
                 MakeDetailData(pathResult, ReverseDirection);
                 MakeMagnetDirection(pathResult);
                 return pathResult;
             }
-            if(nextNodeForward.NodeId ==  pathResult.Path[1] && targetNode.DockDirection == DockingDirection.Forward)
+            if (nextNodeForward != null && pathResult.Path.Count > 1 && nextNodeForward.NodeId == pathResult.Path[1].NodeId && targetNode.DockDirection == DockingDirection.Forward)
             {
                 MakeDetailData(pathResult, currentDirection);
                 MakeMagnetDirection(pathResult);
@@ -197,12 +199,14 @@ namespace AGVNavigationCore.PathFinding.Planning
             path1.PrevNode = prevNode;
 
             //다음좌표를 보고 정방향인지 역방향인지 체크한다.
-            if( nextNodeForward.NodeId.Equals( path1.Path[1]))
+            bool ReverseCheck = false;
+            if (path1.Path.Count > 1 && nextNodeForward != null && nextNodeForward.NodeId.Equals(path1.Path[1].NodeId))
             {
                 MakeDetailData(path1, currentDirection); // path1의 상세 경로 정보 채우기 (모터 방향 설정)
             }
-            else if(nextNodeBackward.NodeId.Equals(path1.Path[1]))
+            else if (path1.Path.Count > 1 && nextNodeBackward != null && nextNodeBackward.NodeId.Equals(path1.Path[1].NodeId))
             {
+                ReverseCheck = true;
                 MakeDetailData(path1, ReverseDirection); // path1의 상세 경로 정보 채우기 (모터 방향 설정)
             }
             else return AGVPathResult.CreateFailure("교차로까지 계산된 경로에 현재 위치정보로 추측을 할 수 없습니다", 0, 0);
@@ -215,12 +219,13 @@ namespace AGVNavigationCore.PathFinding.Planning
             //2.교차로 - 종료위치
             var path2 = _basicPathfinder.FindPath(JunctionInPath.NodeId, targetNode.NodeId);
             path2.PrevNode = prevNode;
-            MakeDetailData(path2, ReverseDirection);
+            if (ReverseCheck) MakeDetailData(path2, currentDirection);
+            else MakeDetailData(path2, ReverseDirection);
 
             //3.방향전환을 위환 대체 노드찾기
             var tempNode = _basicPathfinder.FindAlternateNodeForDirectionChange(JunctionInPath.NodeId,
-                path1.Path[path1.Path.Count - 2],
-                path2.Path[1]);
+                path1.Path[path1.Path.Count - 2].NodeId,
+                path2.Path[1].NodeId);
 
             //4. path1 + tempnode + path2 가 최종 위치가 된다.
             if (tempNode == null)
@@ -233,7 +238,10 @@ namespace AGVNavigationCore.PathFinding.Planning
             var pathToTemp = _basicPathfinder.FindPath(JunctionInPath.NodeId, tempNode.NodeId);
             if (!pathToTemp.Success)
                 return AGVPathResult.CreateFailure("교차로에서 대체 노드까지의 경로를 찾을 수 없습니다.", 0, 0);
-            MakeDetailData(pathToTemp, currentDirection);
+
+            if (ReverseCheck) MakeDetailData(pathToTemp, ReverseDirection);
+            else MakeDetailData(pathToTemp, currentDirection);
+
             if (pathToTemp.DetailedPath.Count > 1)
                 pathToTemp.DetailedPath[pathToTemp.DetailedPath.Count - 1].MotorDirection = ReverseDirection;
 
@@ -244,7 +252,9 @@ namespace AGVNavigationCore.PathFinding.Planning
             var pathFromTemp = _basicPathfinder.FindPath(tempNode.NodeId, JunctionInPath.NodeId);
             if (!pathFromTemp.Success)
                 return AGVPathResult.CreateFailure("대체 노드에서 교차로까지의 경로를 찾을 수 없습니다.", 0, 0);
-            MakeDetailData(pathFromTemp, ReverseDirection);
+
+            if (ReverseCheck) MakeDetailData(pathFromTemp, currentDirection);
+            else MakeDetailData(pathFromTemp, ReverseDirection);
 
             // (path1 + pathToTemp) + pathFromTemp 합치기
             combinedResult = _basicPathfinder.CombineResults(combinedResult, pathFromTemp);
@@ -271,12 +281,14 @@ namespace AGVNavigationCore.PathFinding.Planning
                 var detailedPath1 = new List<NodeMotorInfo>();
                 for (int i = 0; i < path1.Path.Count; i++)
                 {
-                    string nodeId = path1.Path[i];
-                    string nextNodeId = (i + 1 < path1.Path.Count) ? path1.Path[i + 1] : null;
+                    var node = path1.Path[i];
+                    string nodeId = node.NodeId;
+                    string RfidId = node.RfidId;
+                    string nextNodeId = (i + 1 < path1.Path.Count) ? path1.Path[i + 1].NodeId : null;
 
                     // 노드 정보 생성 (현재 방향 유지)
                     var nodeInfo = new NodeMotorInfo(
-                        nodeId,
+                        nodeId, RfidId,
                         currentDirection,
                         nextNodeId,
                         MagnetDirection.Straight
@@ -302,13 +314,13 @@ namespace AGVNavigationCore.PathFinding.Planning
                 for (int i = 0; i < path1.DetailedPath.Count; i++)
                 {
                     var detailPath = path1.DetailedPath[i];
-                    string nodeId = path1.Path[i];
-                    string nextNodeId = (i + 1 < path1.Path.Count) ? path1.Path[i + 1] : null;
+                    string nodeId = path1.Path[i].NodeId;
+                    string nextNodeId = (i + 1 < path1.Path.Count) ? path1.Path[i + 1].NodeId : null;
 
                     // 마그넷 방향 계산 (3개 이상 연결된 교차로에서만 좌/우 가중치 적용)
                     if (i > 0 && nextNodeId != null)
                     {
-                        string prevNodeId = path1.Path[i - 1];
+                        string prevNodeId = path1.Path[i - 1].NodeId;
                         if (path1.DetailedPath[i - 1].MotorDirection != detailPath.MotorDirection)
                             detailPath.MagnetDirection = MagnetDirection.Straight;
                         else
diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/DirectionChangePlanner.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/DirectionChangePlanner.cs
index 13fc52a..b16a692 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/DirectionChangePlanner.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/DirectionChangePlanner.cs
@@ -20,19 +20,19 @@ namespace AGVNavigationCore.PathFinding.Planning
         public class DirectionChangePlan
         {
             public bool Success { get; set; }
-            public List<string> DirectionChangePath { get; set; }
+            public List<MapNode> DirectionChangePath { get; set; }
             public string DirectionChangeNode { get; set; }
             public string ErrorMessage { get; set; }
             public string PlanDescription { get; set; }
 
             public DirectionChangePlan()
             {
-                DirectionChangePath = new List<string>();
+                DirectionChangePath = new List<MapNode>();
                 ErrorMessage = string.Empty;
                 PlanDescription = string.Empty;
             }
 
-            public static DirectionChangePlan CreateSuccess(List<string> path, string changeNode, string description)
+            public static DirectionChangePlan CreateSuccess(List<MapNode> path, string changeNode, string description)
             {
                 return new DirectionChangePlan
                 {
@@ -89,16 +89,16 @@ namespace AGVNavigationCore.PathFinding.Planning
             if (directPath2.Success)
             {
                 // 직접 경로에 갈림길이 포함된 경우 그 갈림길에서 방향 전환
-                foreach (var nodeId in directPath2.Path.Skip(1).Take(directPath2.Path.Count - 2)) // 시작과 끝 제외
+                foreach (var node in directPath2.Path.Skip(1).Take(directPath2.Path.Count - 2)) // 시작과 끝 제외
                 {
-                    var junctionInfo = _junctionAnalyzer.GetJunctionInfo(nodeId);
+                    var junctionInfo = _junctionAnalyzer.GetJunctionInfo(node.NodeId);
                     if (junctionInfo != null && junctionInfo.IsJunction)
                     {
                         // 간단한 방향 전환: 직접 경로 사용하되 방향 전환 노드 표시
                         return DirectionChangePlan.CreateSuccess(
                             directPath2.Path,
-                            nodeId,
-                            $"갈림길 {nodeId}에서 방향 전환: {currentDirection} → {requiredDirection}"
+                            node.NodeId,
+                            $"갈림길 {node.NodeId}에서 방향 전환: {currentDirection} → {requiredDirection}"
                         );
                     }
                 }
@@ -163,16 +163,16 @@ namespace AGVNavigationCore.PathFinding.Planning
             var directPath = _pathfinder.FindPath(startNodeId, targetNodeId);
             if (directPath.Success)
             {
-                foreach (var nodeId in directPath.Path.Skip(2)) // 시작점과 다음 노드는 제외
+                foreach (var node in directPath.Path.Skip(2)) // 시작점과 다음 노드는 제외
                 {
-                    var junctionInfo = _junctionAnalyzer.GetJunctionInfo(nodeId);
+                    var junctionInfo = _junctionAnalyzer.GetJunctionInfo(node.NodeId);
                     if (junctionInfo != null && junctionInfo.IsJunction)
                     {
                         // 직진 경로상에서는 더 엄격한 조건 적용
-                        if (!suitableJunctions.Contains(nodeId) &&
-                            HasMultipleExitOptions(nodeId))
+                        if (!suitableJunctions.Contains(node.NodeId) &&
+                            HasMultipleExitOptions(node.NodeId))
                         {
-                            suitableJunctions.Add(nodeId);
+                            suitableJunctions.Add(node.NodeId);
                         }
                     }
                 }
@@ -290,7 +290,7 @@ namespace AGVNavigationCore.PathFinding.Planning
                     string actualDirectionChangeNode = FindActualDirectionChangeNode(changePath, junctionNodeId);
 
                     string description = $"갈림길 {GetDisplayName(junctionNodeId)}를 통해 {GetDisplayName(actualDirectionChangeNode)}에서 방향 전환: {currentDirection} → {requiredDirection}";
-                    System.Diagnostics.Debug.WriteLine($"[DirectionChangePlanner] ✅ 유효한 방향전환 경로: {string.Join(" → ", changePath)}");
+                    System.Diagnostics.Debug.WriteLine($"[DirectionChangePlanner] ✅ 유효한 방향전환 경로: {string.Join(" → ", changePath.Select(n => n.NodeId))}");
                     return DirectionChangePlan.CreateSuccess(changePath, actualDirectionChangeNode, description);
                 }
 
@@ -305,9 +305,9 @@ namespace AGVNavigationCore.PathFinding.Planning
         /// <summary>
         /// 방향 전환 경로 생성 (인근 갈림길 우회 방식)
         /// </summary>
-        private List<string> GenerateDirectionChangePath(string startNodeId, string targetNodeId, string junctionNodeId, AgvDirection currentDirection, AgvDirection requiredDirection)
+        private List<MapNode> GenerateDirectionChangePath(string startNodeId, string targetNodeId, string junctionNodeId, AgvDirection currentDirection, AgvDirection requiredDirection)
         {
-            var fullPath = new List<string>();
+            var fullPath = new List<MapNode>();
 
             // 1. 시작점에서 갈림길까지의 경로
             var toJunctionPath = _pathfinder.FindPath(startNodeId, junctionNodeId);
@@ -316,7 +316,7 @@ namespace AGVNavigationCore.PathFinding.Planning
 
             // 2. 인근 갈림길을 통한 우회인지, 직진 경로상 갈림길인지 판단
             var directPath = _pathfinder.FindPath(startNodeId, targetNodeId);
-            bool isNearbyDetour = !directPath.Success || !directPath.Path.Contains(junctionNodeId);
+            bool isNearbyDetour = !directPath.Success || !directPath.Path.Any(n => n.NodeId == junctionNodeId);
 
             if (isNearbyDetour)
             {
@@ -333,9 +333,9 @@ namespace AGVNavigationCore.PathFinding.Planning
         /// <summary>
         /// 인근 갈림길을 통한 우회 경로 생성 (예: 012 → 013 → 마그넷으로 016 방향)
         /// </summary>
-        private List<string> GenerateNearbyDetourPath(string startNodeId, string targetNodeId, string junctionNodeId, AgvDirection currentDirection, AgvDirection requiredDirection)
+        private List<MapNode> GenerateNearbyDetourPath(string startNodeId, string targetNodeId, string junctionNodeId, AgvDirection currentDirection, AgvDirection requiredDirection)
         {
-            var fullPath = new List<string>();
+            var fullPath = new List<MapNode>();
 
             // 1. 시작점에서 갈림길까지 직진 (현재 방향 유지)
             var toJunctionPath = _pathfinder.FindPath(startNodeId, junctionNodeId);
@@ -358,9 +358,9 @@ namespace AGVNavigationCore.PathFinding.Planning
         /// <summary>
         /// 직진 경로상 갈림길에서 방향 전환 경로 생성 (기존 방식 개선)
         /// </summary>
-        private List<string> GenerateDirectPathChangeRoute(string startNodeId, string targetNodeId, string junctionNodeId, AgvDirection currentDirection, AgvDirection requiredDirection)
+        private List<MapNode> GenerateDirectPathChangeRoute(string startNodeId, string targetNodeId, string junctionNodeId, AgvDirection currentDirection, AgvDirection requiredDirection)
         {
-            var fullPath = new List<string>();
+            var fullPath = new List<MapNode>();
 
             // 1. 시작점에서 갈림길까지의 경로
             var toJunctionPath = _pathfinder.FindPath(startNodeId, junctionNodeId);
@@ -373,17 +373,17 @@ namespace AGVNavigationCore.PathFinding.Planning
             if (currentDirection != requiredDirection)
             {
                 string fromNodeId = toJunctionPath.Path.Count >= 2 ?
-                    toJunctionPath.Path[toJunctionPath.Path.Count - 2] : startNodeId;
+                    toJunctionPath.Path[toJunctionPath.Path.Count - 2].NodeId : startNodeId;
 
                 var changeSequence = GenerateDirectionChangeSequence(junctionNodeId, fromNodeId, currentDirection, requiredDirection);
                 if (changeSequence.Count > 1)
                 {
-                    fullPath.AddRange(changeSequence.Skip(1));
+                    fullPath.AddRange(changeSequence.Skip(1).Select(nodeId => _mapNodes.FirstOrDefault(n => n.NodeId == nodeId)).Where(n => n != null));
                 }
             }
 
             // 3. 갈림길에서 목표점까지의 경로
-            string lastNode = fullPath.LastOrDefault() ?? junctionNodeId;
+            string lastNode = fullPath.LastOrDefault()?.NodeId ?? junctionNodeId;
             var fromJunctionPath = _pathfinder.FindPath(lastNode, targetNodeId);
             if (fromJunctionPath.Success && fromJunctionPath.Path.Count > 1)
             {
@@ -549,7 +549,7 @@ namespace AGVNavigationCore.PathFinding.Planning
         /// <summary>
         /// 실제 방향 전환이 일어나는 노드 찾기
         /// </summary>
-        private string FindActualDirectionChangeNode(List<string> changePath, string junctionNodeId)
+        private string FindActualDirectionChangeNode(List<MapNode> changePath, string junctionNodeId)
         {
             // 방향전환 경로 구조: [start...junction, detourNode, junction...target]
             // 실제 방향전환은 detourNode에서 일어남 (AGV가 한 태그 더 지나간 후)
@@ -558,14 +558,23 @@ namespace AGVNavigationCore.PathFinding.Planning
                 return junctionNodeId; // 기본값으로 갈림길 반환
 
             // 갈림길이 두 번 나타나는 위치 찾기
-            int firstJunctionIndex = changePath.IndexOf(junctionNodeId);
-            int lastJunctionIndex = changePath.LastIndexOf(junctionNodeId);
+            int firstJunctionIndex = changePath.FindIndex(n => n.NodeId == junctionNodeId);
+            int lastJunctionIndex = -1;
+            for (int i = changePath.Count - 1; i >= 0; i--)
+            {
+                if (changePath[i].NodeId == junctionNodeId)
+                {
+                    lastJunctionIndex = i;
+                    break;
+                }
+            }
 
             // 갈림길이 두 번 나타나고, 그 사이에 노드가 있는 경우
-            if (firstJunctionIndex != lastJunctionIndex && lastJunctionIndex - firstJunctionIndex == 2)
+            if (firstJunctionIndex != -1 && lastJunctionIndex != -1 &&
+                firstJunctionIndex != lastJunctionIndex && lastJunctionIndex - firstJunctionIndex == 2)
             {
                 // 첫 번째와 두 번째 갈림길 사이에 있는 노드가 실제 방향전환 노드
-                string detourNode = changePath[firstJunctionIndex + 1];
+                string detourNode = changePath[firstJunctionIndex + 1].NodeId;
                 return detourNode;
             }
 
@@ -617,7 +626,7 @@ namespace AGVNavigationCore.PathFinding.Planning
         /// <summary>
         /// 방향전환 경로 검증 - 되돌아가기 패턴 및 물리적 실현성 검증
         /// </summary>
-        private PathValidationResult ValidateDirectionChangePath(List<string> path, string startNodeId, string junctionNodeId)
+        private PathValidationResult ValidateDirectionChangePath(List<MapNode> path, string startNodeId, string junctionNodeId)
         {
             if (path == null || path.Count == 0)
             {
@@ -635,11 +644,11 @@ namespace AGVNavigationCore.PathFinding.Planning
                 }
 
                 string errorMessage = $"되돌아가기 패턴 검출 ({backtrackingPatterns.Count}개): {string.Join(", ", issues)}";
-                System.Diagnostics.Debug.WriteLine($"[PathValidation] ❌ 경로: {string.Join(" → ", path)}");
+                System.Diagnostics.Debug.WriteLine($"[PathValidation] ❌ 경로: {string.Join(" → ", path.Select(n => n.NodeId))}");
                 System.Diagnostics.Debug.WriteLine($"[PathValidation] ❌ 되돌아가기 패턴: {errorMessage}");
 
                 return PathValidationResult.CreateInvalidWithBacktracking(
-                    path, backtrackingPatterns, startNodeId, "", junctionNodeId, errorMessage);
+                    path.Select(n => n.NodeId).ToList(), backtrackingPatterns, startNodeId, "", junctionNodeId, errorMessage);
             }
 
             // 2. 연속된 중복 노드 검증
@@ -658,27 +667,27 @@ namespace AGVNavigationCore.PathFinding.Planning
             }
 
             // 4. 갈림길 포함 여부 검증
-            if (!path.Contains(junctionNodeId))
+            if (!path.Any(n => n.NodeId == junctionNodeId))
             {
                 return PathValidationResult.CreateInvalid(startNodeId, "", $"갈림길 {junctionNodeId}이 경로에 포함되지 않음");
             }
 
-            System.Diagnostics.Debug.WriteLine($"[PathValidation] ✅ 유효한 경로: {string.Join(" → ", path)}");
-            return PathValidationResult.CreateValid(path, startNodeId, "", junctionNodeId);
+            System.Diagnostics.Debug.WriteLine($"[PathValidation] ✅ 유효한 경로: {string.Join(" → ", path.Select(n => n.NodeId))}");
+            return PathValidationResult.CreateValid(path.Select(n => n.NodeId).ToList(), startNodeId, "", junctionNodeId);
         }
 
         /// <summary>
         /// 되돌아가기 패턴 검출 (A → B → A)
         /// </summary>
-        private List<BacktrackingPattern> DetectBacktrackingPatterns(List<string> path)
+        private List<BacktrackingPattern> DetectBacktrackingPatterns(List<MapNode> path)
         {
             var patterns = new List<BacktrackingPattern>();
 
             for (int i = 0; i < path.Count - 2; i++)
             {
-                string nodeA = path[i];
-                string nodeB = path[i + 1];
-                string nodeC = path[i + 2];
+                string nodeA = path[i].NodeId;
+                string nodeB = path[i + 1].NodeId;
+                string nodeC = path[i + 2].NodeId;
 
                 // A → B → A 패턴 검출
                 if (nodeA == nodeC && nodeA != nodeB)
@@ -694,15 +703,15 @@ namespace AGVNavigationCore.PathFinding.Planning
         /// <summary>
         /// 연속된 중복 노드 검출
         /// </summary>
-        private List<string> DetectConsecutiveDuplicates(List<string> path)
+        private List<string> DetectConsecutiveDuplicates(List<MapNode> path)
         {
             var duplicates = new List<string>();
 
             for (int i = 0; i < path.Count - 1; i++)
             {
-                if (path[i] == path[i + 1])
+                if (path[i].NodeId == path[i + 1].NodeId)
                 {
-                    duplicates.Add(path[i]);
+                    duplicates.Add(path[i].NodeId);
                 }
             }
 
@@ -712,12 +721,12 @@ namespace AGVNavigationCore.PathFinding.Planning
         /// <summary>
         /// 경로 연결성 검증
         /// </summary>
-        private PathValidationResult ValidatePathConnectivity(List<string> path)
+        private PathValidationResult ValidatePathConnectivity(List<MapNode> path)
         {
             for (int i = 0; i < path.Count - 1; i++)
             {
-                string currentNode = path[i];
-                string nextNode = path[i + 1];
+                string currentNode = path[i].NodeId;
+                string nextNode = path[i + 1].NodeId;
 
                 // 두 노드간 직접 연결성 확인 (맵 노드의 ConnectedNodes 리스트 사용)
                 var currentMapNode = _mapNodes.FirstOrDefault(n => n.NodeId == currentNode);
diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/NodeMotorInfo.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/NodeMotorInfo.cs
index 7cbbc9f..b8096e0 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/NodeMotorInfo.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/PathFinding/Planning/NodeMotorInfo.cs
@@ -33,6 +33,11 @@ namespace AGVNavigationCore.PathFinding.Planning
         /// </summary>
         public string NodeId { get; set; }
 
+        /// <summary>
+        /// RFID Value
+        /// </summary>
+        public string RfidId { get; set; }
+
         /// <summary>
         /// 해당 노드에서의 모터방향
         /// </summary>
@@ -68,9 +73,10 @@ namespace AGVNavigationCore.PathFinding.Planning
         /// </summary>
         public string SpecialActionDescription { get; set; }
 
-        public NodeMotorInfo(string nodeId, AgvDirection motorDirection, string nextNodeId = null, MagnetDirection magnetDirection = MagnetDirection.Straight)
+        public NodeMotorInfo(string nodeId,string rfid, AgvDirection motorDirection, string nextNodeId = null, MagnetDirection magnetDirection = MagnetDirection.Straight)
         {
             NodeId = nodeId;
+            RfidId = rfid;
             MotorDirection = motorDirection;
             MagnetDirection = magnetDirection;
             NextNodeId = nextNodeId;
@@ -80,27 +86,13 @@ namespace AGVNavigationCore.PathFinding.Planning
             SpecialActionDescription = string.Empty;
         }
 
-        /// <summary>
-        /// 방향 전환 정보를 포함한 생성자
-        /// </summary>
-        public NodeMotorInfo(string nodeId, AgvDirection motorDirection, string nextNodeId, bool canRotate, bool isDirectionChangePoint, MagnetDirection magnetDirection = MagnetDirection.Straight, bool requiresSpecialAction = false, string specialActionDescription = "")
-        {
-            NodeId = nodeId;
-            MotorDirection = motorDirection;
-            MagnetDirection = magnetDirection;
-            NextNodeId = nextNodeId;
-            CanRotate = canRotate;
-            IsDirectionChangePoint = isDirectionChangePoint;
-            RequiresSpecialAction = requiresSpecialAction;
-            SpecialActionDescription = specialActionDescription ?? string.Empty;
-        }
-
+       
         /// <summary>
         /// 디버깅용 문자열 표현
         /// </summary>
         public override string ToString()
         {
-            var result = $"{NodeId}:{MotorDirection}";
+            var result = $"{RfidId}[{NodeId}]:{MotorDirection}";
 
             // 마그넷 방향이 직진이 아닌 경우 표시
             if (MagnetDirection != MagnetDirection.Straight)
diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/Utils/DirectionalHelper.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/Utils/DirectionalHelper.cs
index d79c0fe..4e2d36f 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/Utils/DirectionalHelper.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/Utils/DirectionalHelper.cs
@@ -9,20 +9,25 @@ namespace AGVNavigationCore.Utils
     /// <summary>
     /// AGV 방향 계산 헬퍼 유틸리티
     /// 현재 위치에서 주어진 모터 방향으로 이동할 때 다음 노드를 계산
+    /// 이전 이동 방향을 고려하여 더 정확한 경로 예측
     /// </summary>
     public static class DirectionalHelper
     {
+     
         /// <summary>
-        /// 현재 노드에서 주어진 방향(Forward/Backward)으로 이동할 때 다음 노드를 반환
+        /// 현재 노드에서 주어진 방향(Forward/Backward)으로 이동할 때 다음 노드를 반환 (개선된 버전)
+        /// 이전 모터 방향 정보를 고려하여 더 정확한 경로 예측
         /// </summary>
         /// <param name="currentNode">현재 노드</param>
         /// <param name="prevNode">이전 노드 (진행 방향 기준점)</param>
         /// <param name="direction">이동 방향 (Forward 또는 Backward)</param>
         /// <param name="allNodes">모든 맵 노드</param>
+        /// <param name="prevMotorDirection">이전 구간에서의 모터 방향 (선택사항)</param>
         /// <returns>다음 노드 (또는 null)</returns>
         public static MapNode GetNextNodeByDirection(
             MapNode currentNode,
             MapNode prevNode,
+            AgvDirection prevDirection,
             AgvDirection direction,
             List<MapNode> allNodes)
         {
@@ -41,8 +46,7 @@ namespace AGVNavigationCore.Utils
             if (candidateNodes.Count == 0)
                 return null;
 
-            // Forward인 경우: 이전→현재 방향으로 계속 직진하는 노드 우선
-            // Backward인 경우: 이전→현재 방향의 반대로 이동하는 노드 우선
+            // 이전→현재 이동 벡터
             var movementVector = new PointF(
                 currentNode.Position.X - prevNode.Position.X,
                 currentNode.Position.Y - prevNode.Position.Y
@@ -101,6 +105,14 @@ namespace AGVNavigationCore.Utils
                     score = -dotProduct;
                 }
 
+                // 이전 모터 방향이 제공된 경우: 방향 일관성 보너스 추가
+                score = ApplyMotorDirectionConsistencyBonus(
+                    score,
+                    direction,
+                    prevDirection,
+                    dotProduct
+                );
+
                 if (score > bestScore)
                 {
                     bestScore = score;
@@ -110,5 +122,153 @@ namespace AGVNavigationCore.Utils
 
             return bestNode;
         }
+
+        /// <summary>
+        /// 모터 방향 일관성을 고려한 점수 보정
+        /// 같은 방향으로 계속 이동하는 경우 보너스 점수 부여
+        /// </summary>
+        /// <param name="baseScore">기본 점수</param>
+        /// <param name="currentDirection">현재 모터 방향</param>
+        /// <param name="prevMotorDirection">이전 모터 방향</param>
+        /// <param name="dotProduct">벡터 내적값</param>
+        /// <returns>조정된 점수</returns>
+        private static float ApplyMotorDirectionConsistencyBonus(
+            float baseScore,
+            AgvDirection currentDirection,
+            AgvDirection prevMotorDirection,
+            float dotProduct)
+        {
+            float adjustedScore = baseScore;
+
+            // 모터 방향이 변경되지 않은 경우: 일관성 보너스
+            if (currentDirection == prevMotorDirection)
+            {
+                // Forward 지속: 직진 방향으로의 이동 선호
+                // Backward 지속: 반대 방향으로의 이동 선호
+                const float CONSISTENCY_BONUS = 0.2f;
+                adjustedScore += CONSISTENCY_BONUS;
+
+                System.Diagnostics.Debug.WriteLine(
+                    $"[DirectionalHelper] 모터 방향 일관성 보너스: {currentDirection} → {currentDirection} " +
+                    $"(점수: {baseScore:F3} → {adjustedScore:F3})");
+            }
+            else
+            {
+                // 모터 방향이 변경된 경우: 방향 변경 페널티
+                const float DIRECTION_CHANGE_PENALTY = 0.15f;
+                adjustedScore -= DIRECTION_CHANGE_PENALTY;
+
+                System.Diagnostics.Debug.WriteLine(
+                    $"[DirectionalHelper] 모터 방향 변경 페널티: {prevMotorDirection} → {currentDirection} " +
+                    $"(점수: {baseScore:F3} → {adjustedScore:F3})");
+            }
+
+            return adjustedScore;
+        }
+
+        /// <summary>
+        /// 모터 방향을 고려한 다음 노드 선택 (디버깅/분석용)
+        /// </summary>
+        public static (MapNode node, float score, string reason) GetNextNodeByDirectionWithDetails(
+            MapNode currentNode,
+            MapNode prevNode,
+            AgvDirection direction,
+            List<MapNode> allNodes,
+            AgvDirection? prevMotorDirection)
+        {
+            if (currentNode == null || prevNode == null || allNodes == null)
+                return (null, 0, "입력 파라미터가 null입니다");
+
+            var connectedNodeIds = currentNode.ConnectedNodes;
+            if (connectedNodeIds == null || connectedNodeIds.Count == 0)
+                return (null, 0, "연결된 노드가 없습니다");
+
+            var candidateNodes = allNodes.Where(n =>
+                connectedNodeIds.Contains(n.NodeId)
+            ).ToList();
+
+            if (candidateNodes.Count == 0)
+                return (null, 0, "후보 노드가 없습니다");
+
+            var movementVector = new PointF(
+                currentNode.Position.X - prevNode.Position.X,
+                currentNode.Position.Y - prevNode.Position.Y
+            );
+
+            var movementLength = (float)Math.Sqrt(
+                movementVector.X * movementVector.X +
+                movementVector.Y * movementVector.Y
+            );
+
+            if (movementLength < 0.001f)
+                return (candidateNodes[0], 1.0f, "움직임이 거의 없음");
+
+            var normalizedMovement = new PointF(
+                movementVector.X / movementLength,
+                movementVector.Y / movementLength
+            );
+
+            MapNode bestNode = null;
+            float bestScore = float.MinValue;
+            string reason = "";
+
+            foreach (var candidate in candidateNodes)
+            {
+                var toNextVector = new PointF(
+                    candidate.Position.X - currentNode.Position.X,
+                    candidate.Position.Y - currentNode.Position.Y
+                );
+
+                var toNextLength = (float)Math.Sqrt(
+                    toNextVector.X * toNextVector.X +
+                    toNextVector.Y * toNextVector.Y
+                );
+
+                if (toNextLength < 0.001f)
+                    continue;
+
+                var normalizedToNext = new PointF(
+                    toNextVector.X / toNextLength,
+                    toNextVector.Y / toNextLength
+                );
+
+                float dotProduct = (normalizedMovement.X * normalizedToNext.X) +
+                                  (normalizedMovement.Y * normalizedToNext.Y);
+
+                float score = (direction == AgvDirection.Forward) ? dotProduct : -dotProduct;
+
+                if (prevMotorDirection.HasValue)
+                {
+                    score = ApplyMotorDirectionConsistencyBonus(
+                        score,
+                        direction,
+                        prevMotorDirection.Value,
+                        dotProduct
+                    );
+                }
+
+                if (score > bestScore)
+                {
+                    bestScore = score;
+                    bestNode = candidate;
+
+                    // 선택 이유 생성
+                    if (prevMotorDirection.HasValue && direction == prevMotorDirection)
+                    {
+                        reason = $"모터 방향 일관성 유지 ({direction}) → {candidate.NodeId}";
+                    }
+                    else if (prevMotorDirection.HasValue)
+                    {
+                        reason = $"모터 방향 변경 ({prevMotorDirection} → {direction}) → {candidate.NodeId}";
+                    }
+                    else
+                    {
+                        reason = $"방향 기반 선택 ({direction}) → {candidate.NodeId}";
+                    }
+                }
+            }
+
+            return (bestNode, bestScore, reason);
+        }
     }
 }
diff --git a/Cs_HMI/AGVLogic/AGVNavigationCore/Utils/DockingValidator.cs b/Cs_HMI/AGVLogic/AGVNavigationCore/Utils/DockingValidator.cs
index 1869bdb..0829ca3 100644
--- a/Cs_HMI/AGVLogic/AGVNavigationCore/Utils/DockingValidator.cs
+++ b/Cs_HMI/AGVLogic/AGVNavigationCore/Utils/DockingValidator.cs
@@ -29,17 +29,16 @@ namespace AGVNavigationCore.Utils
                 return DockingValidationResult.CreateNotRequired();
             }
 
-            // 목적지 노드 찾기
-            string targetNodeId = pathResult.Path[pathResult.Path.Count - 1];
-            var LastNode = mapNodes?.FirstOrDefault(n => n.NodeId == targetNodeId);
+            // 목적지 노드 가져오기 (Path는 이제 List<MapNode>)
+            var LastNode = pathResult.Path[pathResult.Path.Count - 1];
 
             if (LastNode == null)
             {
-                System.Diagnostics.Debug.WriteLine($"[DockingValidator] 목적지 노드 찾을 수 없음: {targetNodeId}");
+                System.Diagnostics.Debug.WriteLine($"[DockingValidator] 목적지 노드가 null입니다");
                 return DockingValidationResult.CreateNotRequired();
             }
 
-            System.Diagnostics.Debug.WriteLine($"[DockingValidator] 목적지 노드: {targetNodeId} 타입:{LastNode.Type} ({(int)LastNode.Type})");
+            System.Diagnostics.Debug.WriteLine($"[DockingValidator] 목적지 노드: {LastNode.NodeId} 타입:{LastNode.Type} ({(int)LastNode.Type})");
 
             //detail 경로 이동 예측 검증
             for (int i = 0; i < pathResult.DetailedPath.Count - 1; i++)
@@ -53,11 +52,17 @@ namespace AGVNavigationCore.Utils
                 if (curNode != null && nextNode != null)
                 {
                     MapNode prevNode = null;
-                    if (i == 0) prevNode = pathResult.PrevNode;
+                    AgvDirection prevDir = AgvDirection.Stop;
+                    if (i == 0)
+                    {
+                        prevNode = pathResult.PrevNode;
+                        prevDir = pathResult.PrevDirection;
+                    }
                     else
                     {
                         var prevNodeId = pathResult.DetailedPath[i - 1].NodeId;
                         prevNode = mapNodes?.FirstOrDefault(n => n.NodeId == prevNodeId);
+                        prevDir = pathResult.DetailedPath[i - 1].MotorDirection;
                     }
 
 
@@ -67,21 +72,20 @@ namespace AGVNavigationCore.Utils
                         var expectedNextNode = DirectionalHelper.GetNextNodeByDirection(
                             curNode,
                             prevNode,
+                            prevDir,
                             pathResult.DetailedPath[i].MotorDirection,
                             mapNodes
                         );
 
                         if (expectedNextNode != null && !expectedNextNode.NodeId.Equals(nextNode.NodeId))
                         {
-                 
-
                             string error =
                                 $"[DockingValidator] ⚠️ 경로 방향 불일치: " +
                                 $"현재={curNode.RfidId}[{curNodeId}] 이전={prevNode.RfidId}[{(prevNode?.NodeId ?? string.Empty)}] " +
                                 $"예상다음={expectedNextNode.RfidId}[{expectedNextNode.NodeId}] 실제다음={nextNode.RfidId}[{nextNodeId}]";
                             System.Diagnostics.Debug.WriteLine($"[DockingValidator] ❌ 도킹 검증 실패: {error}");
                             return DockingValidationResult.CreateInvalid(
-                                targetNodeId,
+                                LastNode.NodeId,
                                 LastNode.Type,
                                 pathResult.DetailedPath[i].MotorDirection,
                                 pathResult.DetailedPath[i].MotorDirection,
@@ -101,6 +105,8 @@ namespace AGVNavigationCore.Utils
                 return DockingValidationResult.CreateNotRequired();
             }
 
+
+
             // 필요한 도킹 방향 확인
             var requiredDirection = GetRequiredDockingDirection(LastNode.DockDirection);
             System.Diagnostics.Debug.WriteLine($"[DockingValidator] 필요한 도킹 방향: {requiredDirection}");
@@ -111,7 +117,7 @@ namespace AGVNavigationCore.Utils
                 string error = $"마지막 노드의 도킹방향과 경로정보의 노드ID 불일치: 필요={LastNode.NodeId}, 계산됨={LastNodeInfo.NodeId }";
                 System.Diagnostics.Debug.WriteLine($"[DockingValidator] ❌ 도킹 검증 실패: {error}");
                 return DockingValidationResult.CreateInvalid(
-                    targetNodeId,
+                    LastNode.NodeId,
                     LastNode.Type,
                     requiredDirection,
                     LastNodeInfo.MotorDirection,
@@ -119,11 +125,11 @@ namespace AGVNavigationCore.Utils
             }
 
             // 검증 수행
-            if (LastNodeInfo.MotorDirection == requiredDirection)
+            if (LastNodeInfo.MotorDirection == requiredDirection && pathResult.DetailedPath[pathResult.DetailedPath.Count - 2].MotorDirection == requiredDirection)
             {
                 System.Diagnostics.Debug.WriteLine($"[DockingValidator] ✅ 도킹 검증 성공");
                 return DockingValidationResult.CreateValid(
-                    targetNodeId,
+                    LastNode.NodeId,
                     LastNode.Type,
                     requiredDirection,
                     LastNodeInfo.MotorDirection);
@@ -133,7 +139,7 @@ namespace AGVNavigationCore.Utils
                 string error = $"도킹 방향 불일치: 필요={GetDirectionText(requiredDirection)}, 계산됨={GetDirectionText(LastNodeInfo.MotorDirection)}";
                 System.Diagnostics.Debug.WriteLine($"[DockingValidator] ❌ 도킹 검증 실패: {error}");
                 return DockingValidationResult.CreateInvalid(
-                    targetNodeId,
+                    LastNode.NodeId,
                     LastNode.Type,
                     requiredDirection,
                     LastNodeInfo.MotorDirection,
@@ -170,7 +176,7 @@ namespace AGVNavigationCore.Utils
         /// 경로 기반 최종 방향 계산
         /// 개선된 구현: 경로 진행 방향과 목적지 노드 타입을 고려
         /// </summary>
-        private static AgvDirection CalculateFinalDirection(List<string> path, List<MapNode> mapNodes, AgvDirection currentDirection)
+        private static AgvDirection CalculateFinalDirection(List<MapNode> path, List<MapNode> mapNodes, AgvDirection currentDirection)
         {
             System.Diagnostics.Debug.WriteLine($"[CalculateFinalDirection] 입력 - 경로 수: {path?.Count}, 현재 방향: {currentDirection}");
 
@@ -181,13 +187,12 @@ namespace AGVNavigationCore.Utils
                 return currentDirection;
             }
 
-            // 목적지 노드 확인
-            var lastNodeId = path[path.Count - 1];
-            var lastNode = mapNodes?.FirstOrDefault(n => n.NodeId == lastNodeId);
+            // 목적지 노드 확인 (Path는 이제 List<MapNode>)
+            var lastNode = path[path.Count - 1];
 
             if (lastNode == null)
             {
-                System.Diagnostics.Debug.WriteLine($"[CalculateFinalDirection] 목적지 노드 찾을 수 없음: {lastNodeId}");
+                System.Diagnostics.Debug.WriteLine($"[CalculateFinalDirection] 목적지 노드가 null입니다");
                 return currentDirection;
             }
 
@@ -208,12 +213,11 @@ namespace AGVNavigationCore.Utils
             }
 
             // 일반 노드인 경우 마지막 구간의 이동 방향 분석
-            var secondLastNodeId = path[path.Count - 2];
-            var secondLastNode = mapNodes?.FirstOrDefault(n => n.NodeId == secondLastNodeId);
+            var secondLastNode = path[path.Count - 2];
 
             if (secondLastNode == null)
             {
-                System.Diagnostics.Debug.WriteLine($"[CalculateFinalDirection] 이전 노드 찾을 수 없음: {secondLastNodeId}");
+                System.Diagnostics.Debug.WriteLine($"[CalculateFinalDirection] 이전 노드가 null입니다");
                 return currentDirection;
             }
 
@@ -222,7 +226,7 @@ namespace AGVNavigationCore.Utils
             var deltaY = lastNode.Position.Y - secondLastNode.Position.Y;
             var distance = Math.Sqrt(deltaX * deltaX + deltaY * deltaY);
 
-            System.Diagnostics.Debug.WriteLine($"[CalculateFinalDirection] 마지막 구간: {secondLastNodeId} → {lastNodeId}, 벡터: ({deltaX}, {deltaY}), 거리: {distance:F2}");
+            System.Diagnostics.Debug.WriteLine($"[CalculateFinalDirection] 마지막 구간: {secondLastNode.NodeId} → {lastNode.NodeId}, 벡터: ({deltaX}, {deltaY}), 거리: {distance:F2}");
 
             // 이동 거리가 매우 작으면 현재 방향 유지
             if (distance < 1.0)
diff --git a/Cs_HMI/AGVLogic/AGVSimulator/Forms/SimulatorForm.cs b/Cs_HMI/AGVLogic/AGVSimulator/Forms/SimulatorForm.cs
index 53c9cc2..614e513 100644
--- a/Cs_HMI/AGVLogic/AGVSimulator/Forms/SimulatorForm.cs
+++ b/Cs_HMI/AGVLogic/AGVSimulator/Forms/SimulatorForm.cs
@@ -300,13 +300,19 @@ namespace AGVSimulator.Forms
 
             // 현재 AGV 방향 가져오기
             var selectedAGV = _agvListCombo.SelectedItem as VirtualAGV;
-            var currentDirection = selectedAGV?.CurrentDirection ?? AgvDirection.Forward;
+            if(selectedAGV == null)
+            {
+                MessageBox.Show("Virtual AGV 가 없습니다", "오류", MessageBoxButtons.OK, MessageBoxIcon.Error);
+                return;
+            }
+            var currentDirection = selectedAGV.CurrentDirection;
 
             // AGV의 이전 위치에서 가장 가까운 노드 찾기
-            var prevNode = selectedAGV?.PrevNode;
+            var prevNode = selectedAGV.PrevNode;
+            var prevDir = selectedAGV.PrevDirection;
 
             // 고급 경로 계획 사용 (노드 객체 직접 전달)
-            var advancedResult = _advancedPathfinder.FindPath_test(startNode, targetNode, prevNode, currentDirection);
+            var advancedResult = _advancedPathfinder.FindPath_test(startNode, targetNode, prevNode, prevDir, currentDirection);
 
             if (advancedResult.Success)
             {
diff --git a/Cs_HMI/Data/NewMap.agvmap b/Cs_HMI/Data/NewMap.agvmap
index 2950223..df05d4c 100644
--- a/Cs_HMI/Data/NewMap.agvmap
+++ b/Cs_HMI/Data/NewMap.agvmap
@@ -6,7 +6,9 @@
       "Position": "65, 229",
       "Type": 2,
       "DockDirection": 2,
-      "ConnectedNodes": [],
+      "ConnectedNodes": [
+        "N002"
+      ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
@@ -24,7 +26,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -37,13 +39,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
+        "N003",
         "N001"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:48.2957516+09:00",
-      "ModifiedDate": "2025-09-15T10:16:10.1841326+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "002",
@@ -56,7 +59,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -69,13 +72,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
+        "N004",
         "N002"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:49.2226656+09:00",
-      "ModifiedDate": "2025-09-15T10:16:09.1753358+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "003",
@@ -88,7 +92,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -98,18 +102,19 @@
       "NodeId": "N004",
       "Name": "N004",
       "Position": "380, 340",
-      "Type": 1,
+      "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N003",
         "N022",
-        "N031"
+        "N031",
+        "N011",
+        "N003"
       ],
-      "CanRotate": true,
+      "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:50.1681027+09:00",
-      "ModifiedDate": "2025-09-15T11:18:47.8876112+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "004",
@@ -122,7 +127,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -135,7 +140,8 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N007"
+        "N007",
+        "N022"
       ],
       "CanRotate": false,
       "StationId": "",
@@ -154,7 +160,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -166,12 +172,15 @@
       "Position": "600, 180",
       "Type": 0,
       "DockDirection": 0,
-      "ConnectedNodes": [],
+      "ConnectedNodes": [
+        "N019",
+        "N006"
+      ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:51.9266982+09:00",
-      "ModifiedDate": "2025-09-11T11:46:43.5813583+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "014",
@@ -184,7 +193,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -217,7 +226,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -230,13 +239,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N010"
+        "N010",
+        "N008"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:54.5035702+09:00",
-      "ModifiedDate": "2025-09-15T10:16:14.696211+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "010",
@@ -249,7 +259,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -261,12 +271,14 @@
       "Position": "52, 466",
       "Type": 2,
       "DockDirection": 2,
-      "ConnectedNodes": [],
+      "ConnectedNodes": [
+        "N009"
+      ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:55.0563237+09:00",
-      "ModifiedDate": "2025-09-15T11:19:40.1582831+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "011",
@@ -279,7 +291,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -293,14 +305,14 @@
       "DockDirection": 0,
       "ConnectedNodes": [
         "N012",
-        "N004",
-        "N015"
+        "N015",
+        "N004"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:55.8875335+09:00",
-      "ModifiedDate": "2025-09-15T10:16:28.6957855+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "005",
@@ -313,7 +325,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -326,13 +338,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N013"
+        "N013",
+        "N011"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:56.3678144+09:00",
-      "ModifiedDate": "2025-09-11T11:46:27.9224943+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "006",
@@ -345,7 +358,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -358,13 +371,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N014"
+        "N014",
+        "N012"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:56.8390845+09:00",
-      "ModifiedDate": "2025-09-11T11:46:29.5788308+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "007",
@@ -377,7 +391,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -389,12 +403,14 @@
       "Position": "720, 580",
       "Type": 2,
       "DockDirection": 2,
-      "ConnectedNodes": [],
+      "ConnectedNodes": [
+        "N013"
+      ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:34:57.2549726+09:00",
-      "ModifiedDate": "2025-09-15T11:19:35.3431797+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "008",
@@ -407,7 +423,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -426,7 +442,7 @@
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T08:35:56.5359098+09:00",
-      "ModifiedDate": "2025-09-15T11:19:49.2931335+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Red",
       "RfidId": "015",
@@ -439,7 +455,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -453,13 +469,14 @@
       "DockDirection": 0,
       "ConnectedNodes": [
         "N023",
+        "N004",
         "N006"
       ],
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       "StationType": null,
       "CreatedDate": "2025-09-11T08:36:48.0311551+09:00",
-      "ModifiedDate": "2025-09-15T10:16:22.8799696+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "012",
@@ -472,7 +489,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
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       "Rotation": 0.0,
@@ -485,13 +502,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N024"
+        "N024",
+        "N022"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T09:41:36.8738794+09:00",
-      "ModifiedDate": "2025-09-15T10:16:20.0378544+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
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@@ -504,7 +522,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
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       "Rotation": 0.0,
@@ -517,13 +535,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N025"
+        "N025",
+        "N023"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T09:41:37.4551853+09:00",
-      "ModifiedDate": "2025-09-15T10:16:20.8801598+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "017",
@@ -536,7 +555,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -549,13 +568,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N026"
+        "N026",
+        "N024"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T09:41:38.0142374+09:00",
-      "ModifiedDate": "2025-09-15T10:16:21.6723809+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
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@@ -568,7 +588,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -580,12 +600,14 @@
       "Position": "660, 100",
       "Type": 3,
       "DockDirection": 1,
-      "ConnectedNodes": [],
+      "ConnectedNodes": [
+        "N025"
+      ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-11T09:41:38.5834487+09:00",
-      "ModifiedDate": "2025-09-15T11:19:58.0225184+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
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@@ -598,7 +620,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -628,7 +650,7 @@
       "ForeColor": "Black",
       "BackColor": "255, 255, 192",
       "ShowBackground": true,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -671,13 +693,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N016"
+        "N016",
+        "N011"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:47.8065756+09:00",
-      "ModifiedDate": "2025-09-15T15:40:38.2050196+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
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@@ -690,7 +713,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -703,13 +726,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N017"
+        "N017",
+        "N015"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:48.6628848+09:00",
-      "ModifiedDate": "2025-09-15T15:40:36.7952276+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "036",
@@ -722,7 +746,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -735,13 +759,15 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N018"
+        "N018",
+        "N032",
+        "N016"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:49.8138877+09:00",
-      "ModifiedDate": "2025-09-15T15:40:35.5342054+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
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@@ -754,7 +780,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -767,13 +793,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N005"
+        "N030",
+        "N017"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:50.6790623+09:00",
-      "ModifiedDate": "2025-09-15T15:40:33.4719206+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "034",
@@ -786,7 +813,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -799,13 +826,15 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
-        "N020"
+        "N020",
+        "N029",
+        "N018"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:51.5267199+09:00",
-      "ModifiedDate": "2025-09-15T15:40:31.7321878+09:00",
+      "ModifiedDate": "2025-10-27T13:44:43.5601294+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "033",
@@ -818,7 +847,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -830,12 +859,16 @@
       "Position": "148, 545",
       "Type": 0,
       "DockDirection": 0,
-      "ConnectedNodes": [],
+      "ConnectedNodes": [
+        "N021",
+        "N028",
+        "N005"
+      ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:52.3666114+09:00",
-      "ModifiedDate": "2025-09-15T15:40:30.1486235+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "032",
@@ -848,7 +881,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -861,13 +894,14 @@
       "Type": 0,
       "DockDirection": 0,
       "ConnectedNodes": [
+        "N027",
         "N020"
       ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:53.0958619+09:00",
-      "ModifiedDate": "2025-09-15T15:40:27.7345798+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
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@@ -880,7 +914,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -899,7 +933,7 @@
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:54.7345704+09:00",
-      "ModifiedDate": "2025-09-16T16:25:24.8062758+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Green",
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@@ -912,7 +946,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -931,7 +965,7 @@
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       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:55.5263512+09:00",
-      "ModifiedDate": "2025-09-16T16:25:28.6358219+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Green",
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@@ -944,7 +978,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -963,7 +997,7 @@
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:56.6623294+09:00",
-      "ModifiedDate": "2025-09-16T16:25:34.5699894+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Green",
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@@ -976,7 +1010,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -995,7 +1029,7 @@
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-12T17:22:57.5510908+09:00",
-      "ModifiedDate": "2025-09-16T16:25:40.3838199+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Green",
       "RfidId": "038",
@@ -1008,7 +1042,7 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
@@ -1020,12 +1054,15 @@
       "Position": "337, 397",
       "Type": 0,
       "DockDirection": 0,
-      "ConnectedNodes": [],
+      "ConnectedNodes": [
+        "N004",
+        "N008"
+      ],
       "CanRotate": false,
       "StationId": "",
       "StationType": null,
       "CreatedDate": "2025-09-15T11:18:40.5366059+09:00",
-      "ModifiedDate": "2025-09-15T15:40:24.0443882+09:00",
+      "ModifiedDate": "2025-10-27T13:44:39.9998473+09:00",
       "IsActive": true,
       "DisplayColor": "Blue",
       "RfidId": "030",
@@ -1038,13 +1075,45 @@
       "ForeColor": "Black",
       "BackColor": "Transparent",
       "ShowBackground": false,
-      "ImageBase64": null,
+      "ImageBase64": "",
       "Scale": "1, 1",
       "Opacity": 1.0,
       "Rotation": 0.0,
       "DisplayText": "N031 - [030]"
+    },
+    {
+      "NodeId": "N032",
+      "Name": "",
+      "Position": "416, 625",
+      "Type": 0,
+      "DockDirection": 0,
+      "ConnectedNodes": [
+        "N017"
+      ],
+      "CanRotate": false,
+      "StationId": "",
+      "StationType": null,
+      "CreatedDate": "2025-10-27T13:44:12.9351531+09:00",
+      "ModifiedDate": "2025-10-27T13:44:12.9351531+09:00",
+      "IsActive": true,
+      "DisplayColor": "Blue",
+      "RfidId": "",
+      "RfidStatus": "정상",
+      "RfidDescription": "",
+      "LabelText": "",
+      "FontFamily": "Arial",
+      "FontSize": 12.0,
+      "FontStyle": 0,
+      "ForeColor": "Black",
+      "BackColor": "Transparent",
+      "ShowBackground": false,
+      "ImageBase64": "",
+      "Scale": "1, 1",
+      "Opacity": 1.0,
+      "Rotation": 0.0,
+      "DisplayText": "N032"
     }
   ],
-  "CreatedDate": "2025-10-23T13:00:18.6562481+09:00",
+  "CreatedDate": "2025-10-27T13:44:45.04346+09:00",
   "Version": "1.0"
 }
\ No newline at end of file