遗传算法

src/main/java/com/aps/controller/gantt/ResourceGanttController.java

@@ -114,6 +114,16 @@ public class ResourceGanttController {
         return scheduleChromosomes;
     }
 
+    @GetMapping("/getScene2")
+    @Operation(summary = "获取所有场景ID", description = "获取所有场景ID")
+    public List<Chromosome> getScene2() {
+        // 调用 PlanResultService 获取 ScheduleChromosome 列表
+        List<Chromosome> scheduleChromosomes = planResultService.execute2("EAA26D85B5824B40A17554297B4EA32B");
+
+        // 提取所有场景ID
+        return scheduleChromosomes;
+    }
+    
     /**
      * 将 ScheduleChromosome 转换为 ResourceGanttVO 列表
      * @param scheduleChromosome 调度结果
@@ -181,7 +191,7 @@ public class ResourceGanttController {
                         taskVO.setHeaderName("工艺"+gene.getProductId()); // 默认值
                         taskVO.setSeq(gene.getSequenceId()); // 使用工序ID
                         taskVO.setSeqName( "工序名称"+gene.getSequenceId());
-                        taskVO.setProcessingTime(gene.getProcessingTime()*60);
+                        taskVO.setProcessingTime((int)gene.getProcessingTime()*60);
                         taskVO.setAbsoluteStart(scheduleChromosome.getBaseTime().plusMinutes(gene.getStartTime()));
                         taskVO.setAbsoluteEnd(scheduleChromosome.getBaseTime().plusMinutes(gene.getEndTime()));
                         taskVOList.add(taskVO);

src/main/java/com/aps/entity/Algorithm/GAScheduleResult.java

@@ -2,6 +2,7 @@ package com.aps.entity.Algorithm;
 
 import lombok.Data;
 
+import java.math.BigDecimal;
 import java.util.List;
 
 /**
@@ -13,13 +14,13 @@ public class GAScheduleResult {
     private int GroupId;
     private int ProductId;
     private int OperationId;
-    private int MachineId;
+    private long MachineId;
     private int StartTime; // 相对开始时间（分钟）
     private int EndTime; // 相对结束时间（分钟）
-    private int Quantity; // 批次大小（订单可拆分）
+    private double Quantity; // 批次大小（订单可拆分）
     private List<ScheduleResultDetail> GeneDetails; // 时间详情
-    private int OneTime; // 单件工时
-    private int ProcessingTime; // 绝对处理时间（分钟）
+    private double OneTime; // 单件工时
+    private double ProcessingTime; // 绝对处理时间（分钟）
     private int ChangeoverTime;
 
     public int getFlowTime() {

src/main/java/com/aps/entity/Algorithm/OpMachine.java

@@ -2,6 +2,8 @@ package com.aps.entity.Algorithm;
 
 import lombok.Data;
 
+import java.math.BigDecimal;
+
 /**
  * 作者：佟礼
  * 时间：2025-11-25
@@ -21,9 +23,9 @@ public class OpMachine {
     /**
      * 设备ID
      */
-    private int machineId;
+    private Long machineId;
     /**
      * 单件工时
      */
-    private int processingTime; // 加工时间
+    private double processingTime; // 加工时间
 }

src/main/java/com/aps/entity/Gantt/ProductGanttVO.java

@@ -42,7 +42,7 @@ public class ProductGanttVO {
     private LocalDateTime endDate;
 
     @Schema(description = "车间ID")
-    private Integer shopId;
+    private Long shopId;
 
     @Schema(description = "车间名称")
     private String shopName;

src/main/java/com/aps/entity/Gantt/ResourceGanttVO.java

@@ -15,7 +15,7 @@ import java.util.List;
 public class ResourceGanttVO {
 
     @Schema(description = "设备ID")
-    private Integer id;
+    private long id;
 
     @Schema(description = "设备名称")
     private String name;
@@ -30,7 +30,7 @@ public class ResourceGanttVO {
     private Integer split;
 
     @Schema(description = "部门ID")
-    private Integer departmentId;
+    private long departmentId;
 
     @Schema(description = "部门名称")
     private String departmentName;
@@ -39,7 +39,7 @@ public class ResourceGanttVO {
     private String shopName;
 
     @Schema(description = "车间ID")
-    private Integer shopId;
+    private long shopId;
 
     @Schema(description = "设备编码")
     private String code;

src/main/java/com/aps/entity/Gantt/TaskVO.java

@@ -74,10 +74,10 @@ public class TaskVO {
     private Integer duration;
 
     @Schema(description = "设备ID")
-    private Integer equipId;
+    private long equipId;
 
     @Schema(description = "车间ID")
-    private Integer shopId;
+    private long shopId;
 
     @Schema(description = "车间名称")
     private String shopName;

src/main/java/com/aps/entity/Schedule/GenVO.java

@@ -10,7 +10,7 @@ import java.time.LocalDateTime;
 public class GenVO {
     private String orderId;       // 工单ID
     private Integer operationId;  // 工序ID
-    private Integer equipId;      // 设备ID
+    private Long equipId;      // 设备ID
     @JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")
     private LocalDateTime startTime; // 实际开始时间
     @JsonFormat(timezone = "GMT+8", pattern = "yyyy-MM-dd HH:mm:ss")

src/main/java/com/aps/entity/Schedule/MachineVO.java

@@ -8,7 +8,7 @@ import java.util.List;
 @Data
 public class MachineVO {
     @Schema(description = "设备内部ID")
-    private Integer id;
+    private long id;
 
     @Schema(description = "设备编码")
     private String equipId;

src/main/java/com/aps/entity/basic/Entry.java

@@ -23,10 +23,16 @@ public class Entry {
      * 所属组ID 需要按照前后顺序生产的工单给一组
      */
     public int GroupId ;
+
     /**
-     * 基因编号
+     * 所属组ID 需要按照前后顺序生产的工单给一组
+     */
+    public String OrderId ;
+
+    /**
+     * 工单ID
      */
-    public int OperationID ;
+    public String ExecId ;
     /**
      * 离散参数
      */
@@ -38,7 +44,7 @@ public class Entry {
     /**
      * 基因编号
      */
-    public int Quantity;
+    public Double Quantity;
     /**
      * 工序顺序
      */

src/main/java/com/aps/entity/basic/Gene.java

@@ -13,12 +13,12 @@ public class Gene {
     private int productId;
     private int operationId;
     private String operationName; // 添加工序名称
-    private int machineId;
+    private Long machineId;
     private int startTime; // 相对开始时间（分钟）
     private int endTime; // 相对结束时间（分钟）
     private int batchSize; // 批次大小（订单可拆分）
     private List<GeneDetail> geneDetails; // 时间详情
-    private int processingTime; // 绝对处理时间（分钟）
+    private double processingTime; // 绝对处理时间（分钟）
     private int Id;
     private int sequenceId;
     private int setupTime; // 换型时

src/main/java/com/aps/entity/basic/Machine.java

@@ -9,14 +9,16 @@ import java.util.function.Consumer;
 
 @Data
 public class Machine {
-    private int id;
+    private long id;
     private String name;
     private int earliestTime=0;
-    private int totalTaskTime=0;
+    private double totalTaskTime=0;
     private List<Shift> shifts;
     private List<MaintenanceWindow> maintenanceWindows;
     private List<TimeSegment> availability;
 
+    private List<Holiday> holidays;
+
     // 事件回调
     private Consumer<Void> shiftsChanged;
     private Consumer<Void> maintenanceWindowsChanged;

src/main/java/com/aps/entity/basic/MachineOption.java

@@ -2,13 +2,15 @@ package com.aps.entity.basic;
 
 import lombok.Data;
 
+import java.math.BigDecimal;
+
 /**
  * 设备选项
  */
 @Data
 public class MachineOption {
-    private int machineId;
-    private int processingTime; // 加工时间 (秒)
+    private Long machineId;
+    private double processingTime; // 加工时间 (秒)
     private int setupTime; // 换型时间（如果与前一个产品不同）
     private int teardownTime; // 收尾时间（后处理时间）
     private int contantTime; // 常数时间

src/main/java/com/aps/entity/basic/MachineTimeline.java

@@ -6,7 +6,7 @@ import java.util.List;
 import java.util.Objects;
 
 public class MachineTimeline {
-    private int machineId;
+    private Long machineId;
     private List<TimeSegment> segments;
     private LocalDateTime validFrom;
     private LocalDateTime validTo;
@@ -18,11 +18,11 @@ public class MachineTimeline {
     }
     
     // Getters and Setters
-    public int getMachineId() {
+    public Long getMachineId() {
         return machineId;
     }
     
-    public void setMachineId(int machineId) {
+    public void setMachineId(Long machineId) {
         this.machineId = machineId;
     }
     

src/main/java/com/aps/entity/basic/Order.java

@@ -12,8 +12,8 @@ import java.time.OffsetDateTime;
 public class Order {
     private int id;
     private int productId;
-    private int quantity = 100; // 100个
-    private int sYQuantity;
+    private double quantity = 100; // 100个
+    private double sYQuantity;
 
     private OffsetDateTime dueDate;
     private LocalDateTime orderCompletion;

src/main/java/com/aps/entity/basic/Shift.java

@@ -13,13 +13,15 @@ public class Shift {
     private LocalTime endTime;
     private Set<Integer> days; // 改为Integer类型，便于JSON反序列化
     private LocalDateTime shiftDate;
+    private LocalDateTime startDate;
+    private LocalDateTime endDate;
     private boolean isTemporaryShift;
     private int priority;
 
     private Integer status;//0:正常班次 1:临时班次 2:维修
     
     // 添加设备ID和名称字段
-    private Integer machineId;
+    private Long machineId;
     private String machineName;
 
     public Shift() {}
@@ -83,11 +85,11 @@ public class Shift {
         this.status = status;
     }
     
-    public Integer getMachineId() {
+    public Long getMachineId() {
         return machineId;
     }
     
-    public void setMachineId(Integer machineId) {
+    public void setMachineId(Long machineId) {
         this.machineId = machineId;
     }
     

src/main/java/com/aps/entity/basic/ShiftVO.java

@@ -11,7 +11,7 @@ public class ShiftVO {
 
 
 
-    private int id;
+    private long id;
     private String name;
     private List<Shift> shifts;
     private List<MaintenanceWindow> maintenanceWindows;

src/main/java/com/aps/service/Algorithm/GeneticDecoder.java

@@ -5,6 +5,7 @@ import com.aps.entity.Algorithm.*;
 import com.aps.entity.basic.*;
 import com.aps.service.plan.MachineSchedulerService;
 
+import java.math.BigDecimal;
 import java.time.LocalDateTime;
 import java.time.temporal.ChronoUnit;
 import java.util.*;
@@ -141,7 +142,7 @@ public class GeneticDecoder {
                 .keySet().stream()
                 .collect(Collectors.toMap(k -> k, k -> 0));
 
-        Map<Integer, String> machineState = chromosome.getMachines().stream()
+        Map<Long, String> machineState = chromosome.getMachines().stream()
                 .collect(Collectors.toMap(Machine::getId, m -> ""));
 
         List<Entry> allScheduledOps = new ArrayList<>();
@@ -166,8 +167,8 @@ public class GeneticDecoder {
                     .filter(m -> m.getGroupId() == groupId&&m.getSequence()==opSequence)
                     .findFirst()
                     .orElse(null);
-            int machineId = machineInfo.getMachineId();
-            int processTime = machineInfo.getProcessingTime();
+            Long machineId = machineInfo.getMachineId();
+            double processTime = machineInfo.getProcessingTime();
             Machine targetMachine = chromosome.getMachines().stream()
                     .filter(m -> m.getId() == machineId)
                     .findFirst()
@@ -215,10 +216,10 @@ public class GeneticDecoder {
 
 
 
-    private int processWithSingleMachine(Entry operation, Machine machine, int processingTime,
+    private int processWithSingleMachine(Entry operation, Machine machine, double  processingTime,
                                          int prevtime, Chromosome chromosome) {
-        int processingTimeTotal = processingTime * operation.getQuantity();
 
+        int  processingTimeTotal =(int)(processingTime * operation.getQuantity());
         MachineCalculator machineCalculator=new MachineCalculator(baseTime,machines,machineScheduler);
         List<ScheduleResultDetail> geneDetails = machineCalculator.getNextAvailableTime(machine, prevtime, -1,
                 processingTimeTotal, chromosome.getResult(), false, true, true);
@@ -326,7 +327,7 @@ public class GeneticDecoder {
 
     // 计算机器负载均衡指标
     private double calculateMachineLoadBalance(Chromosome chromosome) {
-        Map<Integer, Double> machineUtilization = new HashMap<>();
+        Map<Long, Double> machineUtilization = new HashMap<>();
         int maxEndTime = chromosome.getResult().stream()
                 .mapToInt(GAScheduleResult::getEndTime)
                 .max()

src/main/java/com/aps/service/Algorithm/GeneticOperations.java

@@ -168,7 +168,7 @@ public class GeneticOperations {
                 // 筛选其他机器并找到加工时间最短的
                 MachineOption minLoadMachine = optionalMachines.stream()
                         .filter(m -> m.getMachineId() != currentMachine.getMachineId())
-                        .min(Comparator.comparingInt(m -> m.getProcessingTime()))
+                        .min(Comparator.comparingDouble(m -> m.getProcessingTime()))
                         .orElse(currentMachine); // 如果没有其他机器，保持当前
 
                 machineSeq = optionalMachines.indexOf(minLoadMachine) + 1;

src/main/java/com/aps/service/Algorithm/Initialization.java

@@ -79,12 +79,12 @@ int populationSize=param.getPopulationSize();
     private Chromosome generateGSChromosome(Chromosome chromosome,List<GlobalOperationInfo> globalOpList) {
 
 
-        Map<Integer, Integer> machineLoad = new HashMap<>();
+        Map<Long, Double> machineLoad = new HashMap<>();
        // int[] machineLoad = new int[machineCount + 1]; // 设备负载（1-based，设备ID从1开始）
         List<Integer> ms = new ArrayList<>(); // MachineSelection（顺序=GlobalOpId顺序）
         List<Integer> os = new ArrayList<>(); // OperationSequencing
         List<Integer> osp = new ArrayList<>(); // 相同优先级OperationSequencing
-        int prevPriority = -1;
+        double prevPriority =(double) -1;
         Random rnd = new Random();
 
         // 步骤1：按GlobalOpId顺序为每道工序选择机器
@@ -106,7 +106,7 @@ int populationSize=param.getPopulationSize();
             List<MachineOption> optionalMachines = op.getMachineOptions();
 
             MachineOption minLoadMachine = optionalMachines.stream()
-                    .min(Comparator.comparingInt(m ->machineLoad.getOrDefault(m.getMachineId(), 0) + m.getProcessingTime()))
+                    .min(Comparator.comparingDouble(m ->machineLoad.getOrDefault(m.getMachineId(), (double)0) + m.getProcessingTime()))
                     .orElseThrow(() -> new NoSuchElementException("MachineOption not found for machine: " ));
 
 
@@ -120,7 +120,7 @@ int populationSize=param.getPopulationSize();
 
             // 更新设备负载
             machineLoad.put(minLoadMachine.getMachineId(),
-                    machineLoad.getOrDefault(minLoadMachine.getMachineId(), 0) + minLoadMachine.getProcessingTime());
+                    machineLoad.getOrDefault(minLoadMachine.getMachineId(), (double)0) + minLoadMachine.getProcessingTime());
 
             osp.add(groupId);
         }
@@ -148,7 +148,7 @@ int populationSize=param.getPopulationSize();
         List<Integer> os = new ArrayList<>();
         Random rnd = new Random();
         int currentOrderId = -1;
-        Map<Integer, Integer> machineLoad = new HashMap<>();
+        Map<Long, Double> machineLoad = new HashMap<>();
         List<Integer> osp = new ArrayList<>();
         int prevPriority = -1;
 
@@ -176,7 +176,7 @@ int populationSize=param.getPopulationSize();
 
 
             MachineOption minLoadMachine = optionalMachines.stream()
-                    .min(Comparator.comparingInt(m -> machineLoad.getOrDefault(m.getMachineId(), 0) + m.getProcessingTime()))
+                    .min(Comparator.comparingDouble(m -> machineLoad.getOrDefault(m.getMachineId(), (double)0) + m.getProcessingTime()))
                     .orElseThrow(() -> new NoSuchElementException("MachineOption not found for machine: " ));
 
 
@@ -188,9 +188,10 @@ int populationSize=param.getPopulationSize();
             int machineSeq = index.orElse(0) + 1;
             ms.add(machineSeq);
 
+          double maLoad=  machineLoad.getOrDefault(minLoadMachine.getMachineId(),(double)0);
             // 更新设备负载
             machineLoad.put(minLoadMachine.getMachineId(),
-                    machineLoad.getOrDefault(minLoadMachine.getMachineId(), 0) + minLoadMachine.getProcessingTime());
+                    maLoad+ minLoadMachine.getProcessingTime());
 
             osp.add(groupId);
         }

src/main/java/com/aps/service/Algorithm/MachineCalculator.java

@@ -7,6 +7,7 @@ import com.aps.entity.basic.*;
 import com.aps.service.plan.MachineSchedulerService;
 import com.baomidou.mybatisplus.core.toolkit.StringUtils;
 
+import java.math.BigDecimal;
 import java.time.LocalDateTime;
 import java.time.format.DateTimeFormatter;
 import java.time.temporal.ChronoUnit;

src/main/java/com/aps/service/plan/AlgorithmScheduler6.java

@@ -74,7 +74,7 @@ public class AlgorithmScheduler6 {
                         .orElseThrow(() -> new NoSuchElementException("Product not found: " + order.getProductId()));
 
                 int prevtime = 0;
-                int remainingQuantity = order.getQuantity();
+                int remainingQuantity =(int) order.getQuantity();
 
                 // 订单拆分逻辑 - 增强随机性
                 while (remainingQuantity > 0) {
@@ -109,7 +109,7 @@ public class AlgorithmScheduler6 {
 
                         // 多设备选择逻辑 - 增强随机性
                         if (operation.getMachineOptions().size() > 1) {
-                            Set<Integer> machineIds = operation.getMachineOptions().stream()
+                            Set<Long> machineIds = operation.getMachineOptions().stream()
                                     .map(MachineOption::getMachineId)
                                     .collect(Collectors.toSet());
 
@@ -133,7 +133,7 @@ public class AlgorithmScheduler6 {
                                 machine = chromosome.getMachines().stream()
                                         .filter(t -> machineIds.contains(t.getId()))
                                         .sorted(Comparator.comparingInt(Machine::getEarliestTime)
-                                                .thenComparingInt(Machine::getTotalTaskTime)
+                                                .thenComparingDouble(Machine::getTotalTaskTime)
                                                 .thenComparing(t -> _random.nextDouble()))
                                         .findFirst()
                                         .orElseThrow(() -> new NoSuchElementException("No available machine for operation: " + operation.getId()));
@@ -153,7 +153,7 @@ public class AlgorithmScheduler6 {
                                     .orElseThrow(() -> new NoSuchElementException("Machine not found: " + finalMachineOption.getMachineId()));
                         }
 
-                        int processingTime = machineOption.getProcessingTime() * batchSize;
+                        double processingTime = machineOption.getProcessingTime() * batchSize;
                         int preTime = machineOption.getPreTime(); // 前处理时间(常数时间，与批次大小无关)
                         int setupTime = 0; // 换型时间默认为0，仅在产品变化时计算
                         int teardownTime = machineOption.getTeardownTime(); // 后处理时间(常数时间，与批次大小无关)
@@ -391,10 +391,10 @@ public class AlgorithmScheduler6 {
     // ========================== CalculateTotalSetupTime（参数与C#一致） ==========================
     private double CalculateTotalSetupTime(ScheduleChromosome chromosome) {
         double totalSetupTime = 0.0;
-        Map<Integer, List<Gene>> machineGroups = chromosome.getGenes().stream()
+        Map<Long, List<Gene>> machineGroups = chromosome.getGenes().stream()
                 .collect(Collectors.groupingBy(Gene::getMachineId));
 
-        for (Map.Entry<Integer, List<Gene>> machineGroup : machineGroups.entrySet()) {
+        for (Map.Entry<Long, List<Gene>> machineGroup : machineGroups.entrySet()) {
             List<Gene> sortedGenes = machineGroup.getValue().stream()
                     .sorted(Comparator.comparingInt(Gene::getStartTime))
                     .collect(Collectors.toList());
@@ -433,7 +433,7 @@ public class AlgorithmScheduler6 {
 
     // ========================== CalculateMachineLoadBalance（参数与C#一致） ==========================
     private double CalculateMachineLoadBalance(ScheduleChromosome chromosome) {
-        Map<Integer, Double> machineUtilization = new HashMap<>();
+        Map<Long, Double> machineUtilization = new HashMap<>();
         int maxEndTime = chromosome.getGenes().stream()
                 .mapToInt(Gene::getEndTime)
                 .max()
@@ -566,7 +566,7 @@ public class AlgorithmScheduler6 {
     // ========================== GetNextAvailableTime（参数与C#一致） ==========================
     private List<GeneDetail> GetNextAvailableTime(
             Machine machine, int proposedStartTime, int prevtime,
-            int processingTime, List<Gene> existingTasks,
+            double processingTime, List<Gene> existingTasks,
             boolean IsInterrupt, boolean istask
     ) {
         LocalDateTime startTime = baseTime.plusMinutes(proposedStartTime);
@@ -579,7 +579,7 @@ public class AlgorithmScheduler6 {
 
     // ========================== FindEarliestStart（参数与C#一致） ==========================
     private List<GeneDetail> FindEarliestStart(
-            Machine machine, int processingTime, LocalDateTime currentTime,
+            Machine machine, double processingTime, LocalDateTime currentTime,
             String prevtime, List<Gene> existingTasks, boolean checkprevtime
     ) {
         // 获取设备已有任务
@@ -599,7 +599,7 @@ public class AlgorithmScheduler6 {
         LocalDateTime startCandidate = slot.getStart().isAfter(prevTimeDateTime != null ? prevTimeDateTime : currentTime)
                 ? slot.getStart()
                 : (prevTimeDateTime != null ? prevTimeDateTime : currentTime);
-        LocalDateTime endCandidate = startCandidate.plusMinutes(processingTime);
+        LocalDateTime endCandidate = startCandidate.plusSeconds((long) processingTime);
 
         // 检查是否容纳
         if (endCandidate.isAfter(slot.getEnd())) {
@@ -621,10 +621,10 @@ public class AlgorithmScheduler6 {
 
     // ========================== CaldEarliestStart（参数与C#一致） ==========================
     private List<GeneDetail> CaldEarliestStart(
-            Machine machine, int processingTime, LocalDateTime currentTime,
+            Machine machine, double processingTime, LocalDateTime currentTime,
             String prevtime, List<Gene> machineTasks, boolean checkprevtime
     ) {
-        int remainingTime = processingTime;
+        int remainingTime =(int) processingTime;
         LocalDateTime st = StringUtils.isEmpty(prevtime) ? currentTime : LocalDateTime.parse(prevtime);
         LocalDateTime prevEnd = LocalDateTime.of(2000, 1, 1, 0, 0, 0);
         List<GeneDetail> times = new ArrayList<>();
@@ -652,7 +652,7 @@ public class AlgorithmScheduler6 {
                         // 重置状态
                         currentTime = shiftStart;
                         st = shiftStart;
-                        remainingTime = processingTime;
+                        remainingTime = (int)processingTime;
                         prevEnd = LocalDateTime.of(2000, 1, 1, 0, 0, 0);
                         oldTimes.addAll(deepCopyGeneDetailList(times));
                         times.clear();
@@ -668,7 +668,7 @@ public class AlgorithmScheduler6 {
                         if (hasMaintenance) {
                             currentTime = shiftStart;
                             st = shiftStart;
-                            remainingTime = processingTime;
+                            remainingTime =(int) processingTime;
                             prevEnd = LocalDateTime.of(2000, 1, 1, 0, 0, 0);
                             times.clear();
                             continue;
@@ -680,18 +680,18 @@ public class AlgorithmScheduler6 {
             prevEnd = shiftEnd;
             // 计算有效时间
             LocalDateTime effectiveStart = st.isAfter(shiftStart) ? st : shiftStart;
-            long availableMinutes = ChronoUnit.MINUTES.between(effectiveStart, shiftEnd);
+            long availableMinutes = ChronoUnit.SECONDS.between(effectiveStart, shiftEnd);
 
             // 处理当前班次
             int processable = Math.min(remainingTime, (int) availableMinutes);
             remainingTime -= processable;
-            currentTime = effectiveStart.plusMinutes(processable);
+            currentTime = effectiveStart.plusSeconds(processable);
 
             // 添加时间详情
             GeneDetail time = new GeneDetail();
             time.setKey(shift.getKey());
-            time.setStartTime((int) ChronoUnit.MINUTES.between(baseTime, effectiveStart));
-            time.setEndTime((int) ChronoUnit.MINUTES.between(baseTime, currentTime));
+            time.setStartTime((int) ChronoUnit.SECONDS.between(baseTime, effectiveStart));
+            time.setEndTime((int) ChronoUnit.SECONDS.between(baseTime, currentTime));
             times.add(time);
             RemoveMachineAvailable(machine, time);
         }
@@ -848,7 +848,7 @@ public class AlgorithmScheduler6 {
 
     // ========================== ConvertTime（参数与C#一致） ==========================
     private String ConvertTime(int minute) {
-        return baseTime.plusMinutes(minute).format(java.time.format.DateTimeFormatter.ofPattern("MM-dd HH:mm"));
+        return baseTime.plusSeconds(minute).format(java.time.format.DateTimeFormatter.ofPattern("MM-dd HH:mm"));
     }
 
 

src/main/java/com/aps/service/plan/AlgorithmScheduler7.java

@@ -6,6 +6,7 @@ import com.aps.common.util.FileHelper;
 import com.aps.entity.basic.ScheduleChromosome;
 import com.aps.entity.basic.*;
 
+import java.math.BigDecimal;
 import java.time.LocalDateTime;
 import java.time.temporal.ChronoUnit;
 import java.util.*;
@@ -74,11 +75,11 @@ public class AlgorithmScheduler7 {
                         .orElseThrow(() -> new NoSuchElementException("Product not found: " + order.getProductId()));
 
                 int prevtime = 0;
-                int remainingQuantity = order.getQuantity();
+                int remainingQuantity =(int) order.getQuantity();
 
                 // 订单拆分逻辑 - 增强随机性
                 while (remainingQuantity > 0) {
-                    int batchSize;
+                    Integer batchSize;
                     if (order.isCanSplit() && remainingQuantity > 1) {
                         // 修改：增强批次拆分的随机性
                         int maxSplit = Math.min(remainingQuantity, Math.max(1, remainingQuantity / 2));
@@ -109,7 +110,7 @@ public class AlgorithmScheduler7 {
 
                         // 多设备选择逻辑 - 增强随机性
                         if (operation.getMachineOptions().size() > 1) {
-                            Set<Integer> machineIds = operation.getMachineOptions().stream()
+                            Set<Long> machineIds = operation.getMachineOptions().stream()
                                     .map(MachineOption::getMachineId)
                                     .collect(Collectors.toSet());
 
@@ -133,7 +134,7 @@ public class AlgorithmScheduler7 {
                                 machine = chromosome.getMachines().stream()
                                         .filter(t -> machineIds.contains(t.getId()))
                                         .sorted(Comparator.comparingInt(Machine::getEarliestTime)
-                                                .thenComparingInt(Machine::getTotalTaskTime)
+                                                .thenComparingDouble(Machine::getTotalTaskTime)
                                                 .thenComparing(t -> _random.nextDouble()))
                                         .findFirst()
                                         .orElseThrow(() -> new NoSuchElementException("No available machine for operation: " + operation.getId()));
@@ -153,9 +154,12 @@ public class AlgorithmScheduler7 {
                                     .orElseThrow(() -> new NoSuchElementException("Machine not found: " + finalMachineOption.getMachineId()));
                         }
 // ==================== 修正的时间计算逻辑开始 ====================
-                        int processingTime = machineOption.getProcessingTime() * batchSize;
+
+
+                        int  processingTime =(int)(machineOption.getProcessingTime()*batchSize);
+
                         if (machineOption.getContantTime() > 0) {
-                            processingTime = machineOption.getContantTime();
+                            processingTime =machineOption.getContantTime() ;
                         }
                         int preTime = machineOption.getPreTime();
                         int teardownTime = machineOption.getTeardownTime();
@@ -164,6 +168,7 @@ public class AlgorithmScheduler7 {
 
                         int effectivePrepTime = Math.max(machineOption.getPreTime(), calculateSetupTime(chromosome.getGenes(), order, machine, machineOption));
 
+
 // 检查是否是设备上的第一个产品
                         boolean isFirstProductOnMachine = chromosome.getGenes().stream()
                                 .filter(g -> g.getMachineId() == machine.getId())
@@ -176,7 +181,7 @@ public class AlgorithmScheduler7 {
                         );
 
 // 关键修改2：总处理时间 = 有效准备时间（最大值） + 加工时间 + 后处理时间
-                        int totalProcessingDuration = effectivePrepTime + processingTime + teardownTime;
+                        int totalProcessingDuration =effectivePrepTime+processingTime+teardownTime;
 
 // 关键修改3：调整提议的开始时间，基于有效准备时间提前
                         int proposedStartTimeWithPreTime = adjustedPrevTime;
@@ -325,7 +330,7 @@ public class AlgorithmScheduler7 {
      */
     private int calculateAdjustedStartTime(List<Gene> existingGenes, int orderId,
                                            int operationId, int preTime, int prevTime,
-                                           int machineId, boolean isFirstProductOnMachine) {
+                                           Long machineId, boolean isFirstProductOnMachine) {
         if (preTime <= 0 || operationId == 1) {
             return prevTime; // 第一道工序或没有前处理时间，不提前
         }
@@ -532,10 +537,10 @@ public class AlgorithmScheduler7 {
         double totalSetupTime = 0.0;
         double totalTeardownTime = 0.0;
         double totalPreTime = 0.0;
-        Map<Integer, List<Gene>> machineGroups = chromosome.getGenes().stream()
+        Map<Long, List<Gene>> machineGroups = chromosome.getGenes().stream()
                 .collect(Collectors.groupingBy(Gene::getMachineId));
 
-        for (Map.Entry<Integer, List<Gene>> machineGroup : machineGroups.entrySet()) {
+        for (Map.Entry<Long, List<Gene>> machineGroup : machineGroups.entrySet()) {
             List<Gene> sortedGenes = machineGroup.getValue().stream()
                     .sorted(Comparator.comparingInt(Gene::getStartTime))
                     .collect(Collectors.toList());
@@ -578,7 +583,7 @@ public class AlgorithmScheduler7 {
     }
 
     private double CalculateMachineLoadBalance(ScheduleChromosome chromosome) {
-        Map<Integer, Double> machineUtilization = new HashMap<>();
+        Map<Long, Double> machineUtilization = new HashMap<>();
         int maxEndTime = chromosome.getGenes().stream()
                 .mapToInt(Gene::getEndTime)
                 .max()
@@ -715,7 +720,7 @@ public class AlgorithmScheduler7 {
         LocalDateTime startCandidate = slot.getStart().isAfter(prevTimeDateTime != null ? prevTimeDateTime : currentTime)
                 ? slot.getStart()
                 : (prevTimeDateTime != null ? prevTimeDateTime : currentTime);
-        LocalDateTime endCandidate = startCandidate.plusMinutes(processingTime);
+        LocalDateTime endCandidate = startCandidate.plusSeconds((int)processingTime);
 
         if (endCandidate.isAfter(slot.getEnd())) {
             return CaldEarliestStart(machine, processingTime, currentTime, prevtime, machineTasks, checkprevtime);
@@ -1352,7 +1357,7 @@ public class AlgorithmScheduler7 {
     /**
      * 按设备ID查询可用时间（复用adjustTimeByMachineCalendar逻辑）
      */
-    private int adjustTimeByMachineCalendar(int machineId, int proposedTime, boolean isStartTime) {
+    private int adjustTimeByMachineCalendar(Long machineId, int proposedTime, boolean isStartTime) {
         Machine machine = _machines.stream()
                 .filter(m -> m.getId() == machineId)
                 .findFirst()

src/main/java/com/aps/service/plan/MachineSchedulerService.java

@@ -16,17 +16,21 @@ import java.util.stream.Collectors;
 public class MachineSchedulerService {
 
     // 全局缓存（线程安全）
-    private static final ConcurrentHashMap<Integer, MachineTimeline> timelineCache = new ConcurrentHashMap<>();
+    private static final ConcurrentHashMap<Long, MachineTimeline> timelineCache = new ConcurrentHashMap<>();
     private LocalDateTime currentTime;
     private List<Holiday> holidays;
 
+    public MachineSchedulerService( LocalDateTime currentTime) {
+        this.holidays = holidays != null ? holidays : new ArrayList<>();
+        this.currentTime = currentTime;
+    }
     public MachineSchedulerService(List<Holiday> holidays, LocalDateTime currentTime) {
         this.holidays = holidays != null ? holidays : new ArrayList<>();
         this.currentTime = currentTime;
     }
 
     public MachineTimeline getOrCreateTimeline(Machine machine) {
-        int machineId = machine.getId();
+        long machineId = machine.getId();
 
         // 尝试从缓存获取
         MachineTimeline timeline = timelineCache.get(machineId);
@@ -57,7 +61,7 @@ public class MachineSchedulerService {
 
         while (!currentDate.isAfter(endDate)) {
             // 检查是否在假期内
-            boolean isHolidayPeriod = isHoliday(currentDate);
+            boolean isHolidayPeriod = isHoliday(machine,currentDate);
 
             // 生成当日时间段
             List<TimeSegment> daySegments = calculateDaySegments(machine, currentDate, isHolidayPeriod);
@@ -90,7 +94,7 @@ public class MachineSchedulerService {
     }
 
     public List<TimeSegment> generateTimeSegment(Machine machine, LocalDateTime currentTime) {
-        int machineId = machine.getId();
+        Long machineId = machine.getId();
         MachineTimeline timeline = timelineCache.get(machineId);
 
         if (timeline == null) {
@@ -112,7 +116,7 @@ public class MachineSchedulerService {
 
         while (!currentDate.isAfter(endDate)) {
             // 检查是否在假期内
-            boolean isHolidayPeriod = isHoliday(currentDate);
+            boolean isHolidayPeriod = isHoliday(machine,currentDate);
 
             // 生成当日时间段
             List<TimeSegment> daySegments = calculateDaySegments(machine, currentDate, isHolidayPeriod);
@@ -148,8 +152,10 @@ public class MachineSchedulerService {
         return segments;
     }
 
-    private boolean isHoliday(LocalDate currentDate) {
-        for (Holiday holiday : holidays) {
+    private boolean isHoliday(Machine machine,LocalDate currentDate) {
+        if(machine.getHolidays()==null||machine.getHolidays().size()==0)
+            return  false;
+        for (Holiday holiday : machine.getHolidays()) {
             LocalDateTime holidayStart = holiday.getStart();
             LocalDateTime holidayEnd = holiday.getEnd();
 
@@ -173,8 +179,9 @@ public class MachineSchedulerService {
             // 假期：只处理特定日期的班次
             List<Shift> shifts = machine.getShifts().stream()
                     .filter(s -> s.getDays() == null &&
-                            s.getShiftDate() != null &&
-                            s.getShiftDate().toLocalDate().equals(date))
+                                    date.compareTo(s.getStartDate().toLocalDate())>=0
+                                    &&s.getEndDate().toLocalDate().compareTo(date)>=0
+                            )
                     .collect(Collectors.toList());
 
             for (Shift shift : shifts) {
@@ -193,7 +200,11 @@ public class MachineSchedulerService {
         } else {
             // 非假期：处理常规班次
             List<Shift> shifts = machine.getShifts().stream()
-                    .filter(s -> s.getDays() != null && containsDay(s.getDays(), date.getDayOfWeek()))
+                    .filter(s ->
+                            date.compareTo(s.getStartDate().toLocalDate())>=0
+                            &&s.getEndDate().toLocalDate().compareTo(date)>=0
+                            && s.getDays() != null
+                            && containsDay(s.getDays(), date.getDayOfWeek()))
                     .collect(Collectors.toList());
 
             for (Shift shift : shifts) {

src/main/java/com/aps/service/plan/PlanResultService.java

@@ -2,24 +2,27 @@ package com.aps.service.plan;
 
 import com.aps.common.util.FileHelper;
 import com.aps.common.util.JsonFileReader;
+import com.aps.common.util.ProductionDeepCopyUtil;
 import com.aps.controller.gantt.FileUploadController;
+import com.aps.entity.*;
 import com.aps.entity.Algorithm.Chromosome;
 import com.aps.entity.Algorithm.GAScheduleResult;
 import com.aps.entity.Algorithm.ScheduleParams;
 import com.aps.entity.Algorithm.ScheduleResultDetail;
-import com.aps.entity.MesHoliday;
 import com.aps.entity.basic.ScheduleChromosome;
 import com.aps.entity.Schedule.GenVO;
 import com.aps.entity.Schedule.MachineVO;
 import com.aps.entity.basic.*;
+import com.aps.service.*;
 import com.aps.service.Algorithm.GeneticAlgorithm;
-import com.aps.service.MesHolidayService;
+import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
 
 import java.io.IOException;
 import java.math.BigDecimal;
 import java.time.LocalDateTime;
+import java.time.format.DateTimeFormatter;
 import java.util.*;
 import java.util.stream.Collectors;
 
@@ -32,6 +35,21 @@ public class PlanResultService {
     @Autowired
     private MesHolidayService _MesHolidayService;
 
+    @Autowired
+    private ProdEquipSpecialCalService _prodEquipSpecialCalService;
+
+    @Autowired
+    private MesShiftWorkSchedService _MesShiftWorkSchedService;
+
+    @Autowired
+    private ProdProcessExecService _prodProcessExecService;
+
+    @Autowired
+    private ProdEquipmentService _prodEquipmentService;
+
+
+    @Autowired
+    private ProdOrderProcessService _prodOrderProcessService;
 
     private final LocalDateTime baseTime = LocalDateTime.of(2025, 10, 1, 0, 0, 0);
 
@@ -201,6 +219,227 @@ public class PlanResultService {
             throw new RuntimeException("调度执行失败", e);
         }
     }
+
+    public List<Chromosome>  execute2(String SceneId) {
+        try {
+            ScheduleParams param = new ScheduleParams();
+            param.setBaseTime(LocalDateTime.of(2025, 11, 1, 0, 0, 0));
+            param.setPopulationSize(50);
+            param.setMaxIterations(100);
+
+            // 1. 读取数据
+            //  List<Machine> machines = loadData("machines.json", Machine.class);
+            //  List<Product> products = loadData("products.json", Product.class);
+            // List<Order> orders = loadData("orders.json", Order.class);
+
+
+
+            List<ProdProcessExec> ProdProcessExecs=  _prodProcessExecService.lambdaQuery()
+                    .eq(ProdProcessExec::getSceneId,SceneId)
+                    .list();
+
+            List<ProdEquipment> ProdEquipments=  _prodEquipmentService.lambdaQuery()
+                    .eq(ProdEquipment::getSceneId,SceneId)
+                    .list();
+
+
+
+            List<ProdOrderProcess> ProdOrderProcesss = _prodOrderProcessService.lambdaQuery()
+                    .eq(ProdOrderProcess::getSceneId,SceneId)
+                    .list();
+
+            Set<String> targetExecId = ProdOrderProcesss.stream()
+                    .map(ProdOrderProcess::getTargetExecId)  // 提取TARGET_ORDER_ID
+                    .collect(Collectors.toSet());    // 转为Set去重
+
+            List<ProdProcessExec> ops=  ProdProcessExecs.stream()
+                    .filter(e -> !targetExecId.contains(e.getExecId()))  // 过滤条件
+                    .collect(Collectors.toList());
+
+            // 按设备分组
+            List<Long> MachineIds = ProdEquipments.stream()
+                    .map(ProdEquipment::getEquipId)
+                    .distinct()
+                    .sorted()
+                    .collect(Collectors.toList());
+
+            List<Machine> machines=new ArrayList<>();
+
+            for (Long id : MachineIds) {
+                Machine machine=new Machine();
+                machine.setId(id);
+                machines.add(machine);
+            }
+
+
+
+
+            //节假日
+            List<MesHoliday> holidays=  _MesHolidayService.list();
+
+            LambdaQueryWrapper<ProdEquipSpecialCal> ProdEquipSpecialCalWrapper = new LambdaQueryWrapper<>();
+            ProdEquipSpecialCalWrapper.eq(ProdEquipSpecialCal::getSceneId, SceneId);
+
+
+            List<ProdEquipSpecialCal> ProdEquipSpecialCals=  _prodEquipSpecialCalService.list(ProdEquipSpecialCalWrapper);
+
+            List<MesShiftWorkSched> MesShiftWorkScheds=  _MesShiftWorkSchedService.list();
+
+
+            // 将节假日添加到所有设备中
+            InitCalendarToAllMachines(machines, ProdEquipSpecialCals,MesShiftWorkScheds);
+
+            // 3. 创建调度服务
+            MachineSchedulerService machineScheduler = new MachineSchedulerService(
+                    param.getBaseTime());
+
+            // 4. 初始化机器时间线
+            for (Machine machine : machines) {
+                MachineTimeline timeline = machineScheduler.getOrCreateTimeline(machine);
+                machine.setAvailability(timeline.getSegments());
+            }
+
+            // 3. 构建订单-工序数据
+            List<Entry> allOperations = new ArrayList<>();
+            Random rnd = new Random(); // 注意：此处变量声明但未使用，可根据实际需求保留或移除
+
+            int id = 0;
+            int groupid = 1;
+            List<Entry> entrys=new ArrayList<>();
+            for (ProdProcessExec op : ops) {
+                int sequence = 1;
+
+                Entry entry = new Entry();
+                id = id + 1;
+                entry.setId(id);
+                entry.setGroupId(groupid);
+                entry.setSequence(sequence);
+                entry.setExecId(op.getExecId());
+                entry.setOrderId(op.getOrderId());
+                entry.setQuantity(op.getPlanQty());
+                List<ProdEquipment> Equipments=  ProdEquipments.stream()
+                        .filter(t->t.getExecId().equals(op.getExecId()))
+                        .collect(Collectors.toList());
+                if(Equipments!=null&&Equipments.size()>0) {
+                    List<MachineOption> mos=new ArrayList<>();
+                    for (ProdEquipment e : Equipments) {
+                        MachineOption mo=new MachineOption();
+                        mo.setMachineId(e.getEquipId());
+                        mo.setProcessingTime(e.getSpeed());
+                       // mo.setTeardownTime(op.getPostprocessingTime());
+
+                        mos.add(mo);
+                    }
+                    entry.setMachineOptions(mos);
+                }
+                 // 假设Operation类有获取机器选项的方法
+                entry.setPriority(1);
+                entrys.add(entry);
+                List<ProdOrderProcess> nextop = ProdOrderProcesss.stream()
+                        .filter(t -> t.getExecId().equals(op.getExecId()))
+                        .collect(Collectors.toList());
+                if(nextop!=null&&nextop.size()>0) {
+                    entrys.addAll(AddNextEntry(id, sequence, id, op.getExecId(), nextop, ProdOrderProcesss,ProdEquipments, ProdProcessExecs));
+                }
+                groupid++;
+            }
+
+
+//            for (Order order : orders) {
+//
+//                int sequence = 1;
+//                for (Operation o : product.getOperations()) { // 假设Product类有getOperations()方法返回工序列表
+            //                  Entry entry = new Entry();
+//                    entry.setId(id);
+//                    entry.setGroupId(order.getId());
+//                    entry.setSequence(sequence);
+            // entry.setMachineOptions(o.getMachineOptions()); // 假设Operation类有获取机器选项的方法
+//                    entry.setPriority(order.getPriority());
+//                    entry.setQuantity(order.getQuantity());
+//                   // entry.setMaterialRequirements(o.getMaterialRequirements()); // 假设Operation类有获取物料需求的方法
+//
+//                    if (sequence != 1) {
+//                        entry.getPrevEntryIds().add(id - 1); // 假设Entry类有getPrevEntryIds()返回List<Integer>
+//                    }
+//
+//                    allOperations.add(entry);
+//
+//                    sequence++;
+//                    id++;
+//                }
+//            }
+            // 5. 执行调度算法
+            GeneticAlgorithm scheduler =new GeneticAlgorithm(machines,null,null,machineScheduler); //new GeneticAlgorithm(products, machines, orders, machineScheduler);
+            List<Chromosome> Chromosomes =scheduler.Run(param,allOperations);
+
+
+            Chromosomes.forEach(this::WriteScheduleSummary);
+
+            return Chromosomes;
+
+        } catch (Exception e) {
+            throw new RuntimeException("调度执行失败", e);
+        }
+    }
+
+    private List<Entry> AddNextEntry(int previd,int prevsequence,int pid,String execId ,List<ProdOrderProcess> nextop,List<ProdOrderProcess> ProdOrderProcesss,List<ProdEquipment> ProdEquipments,List<ProdProcessExec> ProdProcessExecs)
+    {
+        List<Entry> entrys=new ArrayList<>();
+        int id=previd;
+        int sequence=prevsequence;
+        for (ProdOrderProcess o : nextop) {
+
+
+            List<Integer> privids=new ArrayList<>();
+            privids.add(pid);
+
+            Entry entry = new Entry();
+            id=id+1;
+            entry.setId(id);
+            sequence=sequence+1;
+            entry.setSequence(sequence);
+            entry.setPrevEntryIds(privids);
+            entry.setExecId(o.getExecId());
+            ProdProcessExec op=  ProdProcessExecs.stream().filter(t->t.getExecId()==o.getExecId()).findFirst().orElse(null);
+            entry.setOrderId(op.getOrderId());
+            entry.setQuantity(op.getPlanQty());
+            List<ProdEquipment> Equipments=  ProdEquipments.stream()
+                    .filter(t->t.getExecId().equals(op.getExecId()))
+                    .collect(Collectors.toList());
+            if(Equipments!=null&&Equipments.size()>0) {
+                List<MachineOption> mos=new ArrayList<>();
+                for (ProdEquipment e : Equipments) {
+                    MachineOption mo=new MachineOption();
+                    mo.setMachineId(e.getEquipId());
+                    mo.setProcessingTime(e.getSpeed());
+                 //   mo.setTeardownTime(op.getPostprocessingTime());
+
+                    mos.add(mo);
+                }
+                entry.setMachineOptions(mos);
+            }
+            // 假设Operation类有获取机器选项的方法
+            entry.setPriority(1);
+
+            entrys.add(entry);
+        }
+        int id1=previd;
+
+        for (ProdOrderProcess o : nextop) {
+            List<ProdOrderProcess> nextop1 = ProdOrderProcesss.stream()
+                    .filter(t -> t.getExecId() == o.getExecId())
+                    .collect(Collectors.toList());
+            if(nextop1!=null&&nextop1.size()>0)
+            {
+                id1=id1+1;
+                entrys.addAll(  AddNextEntry(id,sequence,id1,o.getExecId(),nextop1,ProdOrderProcesss,ProdEquipments,ProdProcessExecs));
+            }
+        }
+        return entrys;
+    }
+
+
+
     public void WriteScheduleSummary(Chromosome schedule) {
         // 写入日志
         FileHelper.writeLogFile(String.format("\n=== Schedule Summary === %f", schedule.getFitness()));
@@ -305,6 +544,80 @@ public class PlanResultService {
         }
     }
 
+    private void InitCalendarToAllMachines(List<Machine> machines, List<ProdEquipSpecialCal> ProdEquipSpecialCals,List<MesShiftWorkSched> MesShiftWorkScheds) {
+        if (machines == null) {
+            return;
+        }
+
+        for (Machine machine : machines) {
+            // 确保维护窗口列表不为null
+            if (machine.getMaintenanceWindows() == null) {
+                machine.setMaintenanceWindows(new ArrayList<>());
+            }
+            List<ProdEquipSpecialCal> machineProdEquipSpecialCals = ProdEquipSpecialCals.stream()
+                    .filter(t -> t.getEquipId() == machine.getId())
+                    .collect(Collectors.toList());
+            List<Shift> shifts1=new ArrayList<>();
+            for (ProdEquipSpecialCal machineProdEquipSpecialCal : machineProdEquipSpecialCals) {
+
+                List<MesShiftWorkSched> ShiftWorkScheds = MesShiftWorkScheds.stream()
+                        .filter(t -> (long) t.getWeekWorkSchedId() == machineProdEquipSpecialCal.getReferenceId())
+                        .collect(Collectors.toList());
+                List<Shift> Shifts = mergeShiftData(ShiftWorkScheds);
+                for (Shift shift : Shifts) {
+
+                    shift.setMachineId(machine.getId());
+                    shift.setStartDate(machineProdEquipSpecialCal.getStartDate());
+                    shift.setEndDate(machineProdEquipSpecialCal.getEndDate());
+                    shifts1.add(shift);
+                }
+            }
+            machine.setShifts(shifts1);
+
+
+        }
+
+
+    }
+
+    /**
+     * 合并重复的ShiftData，将serialNumber收集为列表
+     * @param originalList 原始数据列表
+     * @return 合并后的MergedShiftData列表
+     */
+    public static List<Shift> mergeShiftData(List<MesShiftWorkSched> originalList) {
+        // 按shiftStart和shiftEnd分组
+        Map<String, Shift> groupMap = new HashMap<>();
+
+        for (MesShiftWorkSched data : originalList) {
+            // 用shiftStart+shiftEnd作为分组key
+            String groupKey = data.getShiftStart().toString() + "_" + data.getShiftEnd().toString();
+
+            if (groupMap.containsKey(groupKey)) {
+                // 已存在分组：添加serialNumber到列表
+                Shift merged = groupMap.get(groupKey);
+                merged.getDays().add(data.getStartWeekDay());
+            } else {
+                // 新分组：创建MergedShiftData并初始化
+                Shift merged = new Shift();
+
+                merged.setStartTime(data.getShiftStart().toLocalTime());
+                merged.setEndTime(data.getShiftEnd().toLocalTime());
+                merged.setStatus(0);
+
+                // 初始化序号列表
+                Set<Integer> serials =new HashSet<>();
+                serials.add(data.getStartWeekDay());
+                merged.setDays(serials);
+                groupMap.put(groupKey, merged);
+            }
+        }
+
+        // 转换为列表返回
+        return new ArrayList<>(groupMap.values());
+    }
+
+
     public GenVO convertGeneToGenVO(Gene gene, LocalDateTime baseTime) {
         GenVO genVO = new GenVO();
         genVO.setOrderId(String.valueOf(gene.getOrderId()));

src/main/java/com/aps/service/plan/PlanSchedulerService.java

@@ -58,7 +58,7 @@ public class PlanSchedulerService {
                         .collect(Collectors.toList());
 
 // 按设备ID分组任务
-                Map<Integer, List<GenVO>> taskMap = genVOS.stream()
+                Map<Long, List<GenVO>> taskMap = genVOS.stream()
                         .collect(Collectors.groupingBy(GenVO::getEquipId));
 
 // 为每个设备设置任务