修改判读方案算法

This commit is contained in:
caixiang 2022-12-01 11:45:05 +08:00
parent 650e9a2324
commit 8bfcaaf429
18 changed files with 266 additions and 130 deletions

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@ -23,6 +23,8 @@ public class DataUtils {
} }
public List<List<Date>> split(List<Date> value) { public List<List<Date>> split(List<Date> value) {
List<List<Date>> result = new ArrayList<>(); List<List<Date>> result = new ArrayList<>();

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@ -1,14 +1,8 @@
import com.cnbm.influx.config.InfluxClient; import com.cnbm.influx.config.InfluxClient;
import com.cnbm.influx.template.Event;
import com.influxdb.client.InfluxDBClient;
import com.influxdb.client.InfluxDBClientFactory;
import com.influxdb.client.WriteApi;
import com.influxdb.client.domain.WritePrecision; import com.influxdb.client.domain.WritePrecision;
import com.influxdb.client.write.Point; import com.influxdb.client.write.Point;
import java.time.Instant; import java.time.Instant;
import java.util.ArrayList;
import java.util.List;
/** /**
* @Desc: "" * @Desc: ""

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@ -1,21 +1,15 @@
package com.cnbm.influx; package com.cnbm.influx;
import com.cnbm.influx.config.InfluxClient;
import com.cnbm.influx.param.QueryDataParam; import com.cnbm.influx.param.QueryDataParam;
import com.cnbm.influx.param.PageInfo; import com.cnbm.influx.param.PageInfo;
import com.cnbm.influx.param.Range; import com.cnbm.influx.param.Range;
import com.cnbm.influx.param.Tag;
import com.cnbm.influx.template.Event;
import com.influxdb.client.*; import com.influxdb.client.*;
import com.influxdb.client.domain.WritePrecision;
import com.influxdb.client.write.Point;
import com.influxdb.query.FluxRecord; import com.influxdb.query.FluxRecord;
import com.influxdb.query.FluxTable; import com.influxdb.query.FluxTable;
import java.text.SimpleDateFormat; import java.text.SimpleDateFormat;
import java.time.Instant;
import java.util.*; import java.util.*;
/** /**
@ -131,6 +125,8 @@ public class Main {
// |> filter(fn: (r) => r["argName"] == "arg4") // |> filter(fn: (r) => r["argName"] == "arg4")
// |> drop(columns: ["transationId"]) // |> drop(columns: ["transationId"])
// |> sort(columns: ["_time"], desc: true) // |> sort(columns: ["_time"], desc: true)
// |> timeShift(duration: 12h) //用于时区转换
// 取前10条数据 // 取前10条数据
// |> limit(n: 10, offset: 0) // |> limit(n: 10, offset: 0)
// //
@ -142,31 +138,31 @@ public class Main {
QueryDataParam queryDataParam = new QueryDataParam(); // QueryDataParam queryDataParam = new QueryDataParam();
queryDataParam.setBucket("qgs-bucket"); // queryDataParam.setBucket("qgs-bucket");
queryDataParam.setRange(new Range(getDate().toInstant(),new Date().toInstant())); // queryDataParam.setRange(new Range(getDate().toInstant(),new Date().toInstant()));
queryDataParam.setMeasurement("WeightHeiHei"); // queryDataParam.setMeasurement("WeightHeiHei");
queryDataParam.setTag(new Tag("argName","LTWeight")); // queryDataParam.setTag(new Tag("argName","LTWeight"));
// queryDataParam.setDropedTagName("transationId"); //// queryDataParam.setDropedTagName("transationId");
List<String> dropNames = new ArrayList<>(); // List<String> dropNames = new ArrayList<>();
dropNames.add("transationId"); // dropNames.add("transationId");
dropNames.add("inspectionSheetId"); // dropNames.add("inspectionSheetId");
dropNames.add("batchNum"); // dropNames.add("batchNum");
queryDataParam.setDropedTagNames(dropNames); // queryDataParam.setDropedTagNames(dropNames);
queryDataParam.setPageInfo(new PageInfo(1,10000)); // queryDataParam.setPageInfo(new PageInfo(1,10000));
//
List<FluxTable> tables = query(queryDataParam,influxDBClient); // List<FluxTable> tables = query(queryDataParam,influxDBClient);
List<FluxRecord> records1 = tables.get(0).getRecords(); // List<FluxRecord> records1 = tables.get(0).getRecords();
// List<List<FluxRecord>> lists = Utils.fixedGroup(records1, 10); //// List<List<FluxRecord>> lists = Utils.fixedGroup(records1, 10);
//
for (FluxTable fluxTable : tables) { // for (FluxTable fluxTable : tables) {
List<FluxRecord> records = fluxTable.getRecords(); // List<FluxRecord> records = fluxTable.getRecords();
for (FluxRecord fluxRecord : records) { // for (FluxRecord fluxRecord : records) {
Instant timms = fluxRecord.getTime(); // Instant timms = fluxRecord.getTime();
System.out.println("time: "+fluxRecord.getTime() +" key:"+fluxRecord.getField()+" value: " + fluxRecord.getValueByKey("_value")+" measurement: " + fluxRecord.getMeasurement()); // System.out.println("time: "+fluxRecord.getTime() +" key:"+fluxRecord.getField()+" value: " + fluxRecord.getValueByKey("_value")+" measurement: " + fluxRecord.getMeasurement());
//
} // }
} // }
influxDBClient.close(); influxDBClient.close();
} }
@ -221,4 +217,6 @@ public class Main {
return tables; return tables;
} }
} }

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@ -77,12 +77,24 @@ public enum InfluxClient {
} }
public void insert(Event event, String measurement){ public void insert(Event event, String measurement){
Point point = Point.measurement(measurement)
.addTag("transationId", event.getTransationId()) Point point = null;
.addTag("inspectionSheetId", event.getInspectionSheetId()) if(event.getBatchNum()==null){
.addTag("argName", event.getArgName()) point = Point.measurement(measurement)
.addField("argValue", event.getArgValue()) .addTag("transationId", event.getTransationId())
.time(event.getTime().toEpochMilli(), WritePrecision.MS); .addTag("inspectionSheetId", event.getInspectionSheetId())
.addTag("argName", event.getArgName())
.addField("argValue", event.getArgValue())
.time(event.getTime().toEpochMilli(), WritePrecision.MS);
}else {
point = Point.measurement(measurement)
.addTag("transationId", event.getTransationId())
//.addTag("inspectionSheetId", event.getInspectionSheetId())
.addTag("batchNum", event.getBatchNum().toString())
.addTag("argName", event.getArgName())
.addField("argValue", event.getArgValue())
.time(event.getTime().toEpochMilli(), WritePrecision.MS);
}
writeApi.writePoint(point); writeApi.writePoint(point);
} }
@ -103,7 +115,7 @@ public enum InfluxClient {
}else { }else {
point = Point.measurement(measurement) point = Point.measurement(measurement)
.addTag("transationId", event.getTransationId()) .addTag("transationId", event.getTransationId())
.addTag("inspectionSheetId", event.getInspectionSheetId()) //.addTag("inspectionSheetId", event.getInspectionSheetId())
.addTag("batchNum", event.getBatchNum().toString()) .addTag("batchNum", event.getBatchNum().toString())
.addTag("argName", event.getArgName()) .addTag("argName", event.getArgName())
.addField("argValue", event.getArgValue()) .addField("argValue", event.getArgValue())
@ -130,6 +142,8 @@ public enum InfluxClient {
flux += "|> range(start: "+range.getBegin()+",stop:"+range.getEnd()+")"; flux += "|> range(start: "+range.getBegin()+",stop:"+range.getEnd()+")";
flux += "|> filter(fn: (r) => r[\"_measurement\"] == \""+measurement+"\")"; flux += "|> filter(fn: (r) => r[\"_measurement\"] == \""+measurement+"\")";
flux += "|> filter(fn: (r) => r[\""+tagName+"\"] == \""+tagValue+"\")"; flux += "|> filter(fn: (r) => r[\""+tagName+"\"] == \""+tagValue+"\")";
//调整时区查询出的结果 +8个小时
flux += "|> timeShift(duration: 8h)";
for(String dropName:dropedTagNames){ for(String dropName:dropedTagNames){
flux += "|> drop(columns: [\""+dropName+"\"])"; flux += "|> drop(columns: [\""+dropName+"\"])";
} }
@ -154,6 +168,7 @@ public enum InfluxClient {
flux += "|> range(start: "+range.getBegin()+",stop:"+range.getEnd()+")"; flux += "|> range(start: "+range.getBegin()+",stop:"+range.getEnd()+")";
flux += "|> filter(fn: (r) => r[\"_measurement\"] == \""+measurement+"\")"; flux += "|> filter(fn: (r) => r[\"_measurement\"] == \""+measurement+"\")";
flux += "|> filter(fn: (r) => r[\""+tagName+"\"] == \""+tagValue+"\")"; flux += "|> filter(fn: (r) => r[\""+tagName+"\"] == \""+tagValue+"\")";
flux += "|> timeShift(duration: 8h)";
flux += "|> group(columns: [\""+groupName+"\"], mode: \"except\")"; flux += "|> group(columns: [\""+groupName+"\"], mode: \"except\")";
for(String dropName:dropedTagNames){ for(String dropName:dropedTagNames){
flux += "|> drop(columns: [\""+dropName+"\"])"; flux += "|> drop(columns: [\""+dropName+"\"])";
@ -178,6 +193,7 @@ public enum InfluxClient {
flux += "|> range(start: "+range.getBegin()+",stop:"+range.getEnd()+")"; flux += "|> range(start: "+range.getBegin()+",stop:"+range.getEnd()+")";
flux += "|> filter(fn: (r) => r[\"_measurement\"] == \""+measurement+"\")"; flux += "|> filter(fn: (r) => r[\"_measurement\"] == \""+measurement+"\")";
flux += "|> filter(fn: (r) => r[\""+tagName+"\"] == \""+tagValue+"\")"; flux += "|> filter(fn: (r) => r[\""+tagName+"\"] == \""+tagValue+"\")";
flux += "|> timeShift(duration: 8h)";
for(String dropName:dropedTagNames){ for(String dropName:dropedTagNames){
flux += "|> drop(columns: [\""+dropName+"\"])"; flux += "|> drop(columns: [\""+dropName+"\"])";
} }
@ -205,4 +221,4 @@ public enum InfluxClient {
// } // }
return queryApi.query(flux); return queryApi.query(flux);
} }
} }

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@ -0,0 +1,78 @@
package com.cnbm.influx.config;
import com.cnbm.common.spc.util.DataUtils;
import com.cnbm.influx.param.PageInfo;
import com.cnbm.influx.param.QueryDataParam;
import com.cnbm.influx.param.Range;
import com.cnbm.influx.param.Tag;
import com.cnbm.influx.template.Event;
import com.influxdb.client.InfluxDBClient;
import com.influxdb.client.InfluxDBClientFactory;
import com.influxdb.client.WriteApi;
import com.influxdb.client.domain.WritePrecision;
import com.influxdb.client.write.Point;
import com.influxdb.query.FluxTable;
import java.time.Instant;
import java.util.ArrayList;
import java.util.Date;
import java.util.List;
/**
* @Desc: ""
* @Author: caixiang
* @DATE: 2022/11/30 16:56
*/
public class Main {
public static void main(String[] args) throws InterruptedException {
//方式一
// char[] token = "lkBsC27QZr1W50BSPlGxpTqNNpwuUk5uz1dZZRPSPbCG5VmNDDUo8P3UkZIhGWwfJwkuz6ZGZ7Et4_KBaG3gHw==".toCharArray();
// String org = "qgs";
// String bucket = "qgs-bucket";
// InfluxDBClient influxDBClient = InfluxDBClientFactory.create("http://192.168.0.170:8086", token, org, bucket);
//
//
// WriteApi writeApi = influxDBClient.makeWriteApi();
//
//
//
// Point point2 = Point.measurement("FORUPDATE")
// .addTag("transationId", "222312")
// .addTag("argName", "forUpdate")
// .addField("argValue", 4D)
// .time(Instant.now().toEpochMilli(), WritePrecision.MS);
// List<Point> list = new ArrayList<>();
// list.add(point2);
//
// writeApi.writePoints(list);
//方式二
Event event = new Event();
event.setTime(new Date().toInstant());
event.setTransationId("2344");
event.setBatchNum("22");
event.setArgName("forUpdate");
event.setArgValue("124.1");
InfluxClient.Client.insert(event,"FORUPDATE");
// Thread.sleep(50000);
//
// event.setArgValue(333.3);
// InfluxClient.Client.insert(event,"FORUPDATE");
QueryDataParam queryDataParam = new QueryDataParam();
queryDataParam.setBucket("qgs-bucket");
queryDataParam.setMeasurement("FORUPDATE");
List<String> dropNames = new ArrayList<>();
dropNames.add("transationId");
dropNames.add("inspectionSheetId");
queryDataParam.setDropedTagNames(dropNames);
queryDataParam.setTag(new Tag("argName","forUpdate"));
queryDataParam.setRange(new Range(DataUtils.getBeforeDate(999).toInstant(),DataUtils.getAfterDate(999).toInstant()));
queryDataParam.setPageInfo(new PageInfo(1,10));
List<FluxTable> query = InfluxClient.Client.query(queryDataParam);
System.out.println();
}
}

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@ -1,8 +1,6 @@
package com.cnbm.influx.controller; package com.cnbm.influx.controller;
import com.cnbm.common.spc.util.DataUtils; import com.cnbm.common.spc.util.DataUtils;
import com.cnbm.common.utils.Result;
import com.cnbm.common.vo.R;
import com.cnbm.influx.config.InfluxClient; import com.cnbm.influx.config.InfluxClient;
import com.cnbm.influx.param.PageInfo; import com.cnbm.influx.param.PageInfo;
import com.cnbm.influx.param.QueryDataParam; import com.cnbm.influx.param.QueryDataParam;
@ -19,7 +17,6 @@ import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestMapping; import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController; import org.springframework.web.bind.annotation.RestController;
import java.text.DateFormat;
import java.time.Instant; import java.time.Instant;
import java.util.ArrayList; import java.util.ArrayList;
import java.util.Date; import java.util.Date;
@ -40,11 +37,19 @@ public class S7DemoController {
for(int i=0;i<999;i++){ for(int i=0;i<999;i++){
Thread.sleep(10); Thread.sleep(10);
Event event = new Event(); Event event = new Event();
event.setTime(Instant.now()); event.setTime(DataUtils.getAfterDate(i).toInstant());
event.setTransationId("asas"+i); event.setTransationId("asas"+i);
event.setArgName("LTWeight"); event.setArgName("failDay");
Double d = r.nextDouble() * 2.5 + 66;
event.setArgValue(d); int i1 = r.nextInt(10);
if(i1<4){
event.setArgValue("0");
}else {
event.setArgValue("1");
}
// Double d = r.nextDouble() * 2.5 + 66;
// event.setArgValue(d);
list.add(event); list.add(event);
} }
@ -63,8 +68,8 @@ public class S7DemoController {
event.setTransationId("forbatch"+i); event.setTransationId("forbatch"+i);
event.setArgName("LTWeight"); event.setArgName("LTWeight");
Double d = r.nextDouble() * 2.5 + 66; Double d = r.nextDouble() * 2.5 + 66;
event.setArgValue(d); event.setArgValue(d.toString());
event.setBatchNum(4); event.setBatchNum(4+"");
event.setInspectionSheetId(i+""); event.setInspectionSheetId(i+"");
list.add(event); list.add(event);
} }
@ -86,14 +91,44 @@ public class S7DemoController {
event.setArgName("LTWeight"); event.setArgName("LTWeight");
Double d = r.nextDouble() * 2.5 + 66; Double d = r.nextDouble() * 2.5 + 66;
event.setInspectionSheetId(j+""); event.setInspectionSheetId(j+"");
event.setArgValue(d); event.setArgValue(d.toString());
event.setBatchNum(i); event.setBatchNum(i+"");
list.add(event); list.add(event);
} }
} }
InfluxClient.Client.batchInsert(list,"WeightHei"); InfluxClient.Client.batchInsert(list,"WeightHei");
} }
@PostMapping("/insertAndQuery")
public void insertAndQuery() throws InterruptedException {
Event event = new Event();
event.setTime(new Date().toInstant());
event.setTransationId("2344");
event.setBatchNum("22");
event.setArgName("forUpdate");
event.setArgValue("124.1");
InfluxClient.Client.insert(event,"FORUPDATEEEE");
// Thread.sleep(50000);
//
// event.setArgValue(333.3);
// InfluxClient.Client.insert(event,"FORUPDATE");
QueryDataParam queryDataParam = new QueryDataParam();
queryDataParam.setBucket("qgs-bucket");
queryDataParam.setMeasurement("FORUPDATEEEE");
List<String> dropNames = new ArrayList<>();
dropNames.add("transationId");
dropNames.add("inspectionSheetId");
queryDataParam.setDropedTagNames(dropNames);
queryDataParam.setTag(new Tag("argName","forUpdate"));
queryDataParam.setRange(new Range(DataUtils.getBeforeDate(999).toInstant(),DataUtils.getAfterDate(999).toInstant()));
queryDataParam.setPageInfo(new PageInfo(1,10));
List<FluxTable> query = InfluxClient.Client.query(queryDataParam);
System.out.println();
}
@PostMapping("/insertBatchJYDForTest") @PostMapping("/insertBatchJYDForTest")
@ -109,13 +144,13 @@ public class S7DemoController {
event.setArgName("LostDays"); event.setArgName("LostDays");
int i1 = r.nextInt(10); int i1 = r.nextInt(10);
if(i1<4){ if(i1<4){
event.setArgValue(new Double(0)); event.setArgValue("0");
}else { }else {
event.setArgValue(new Double(1)); event.setArgValue("1");
} }
event.setInspectionSheetId(i+""); event.setInspectionSheetId(i+"");
event.setBatchNum(i); event.setBatchNum(i+"");
list.add(event); list.add(event);
} }
InfluxClient.Client.batchInsert(list,"Weights"); InfluxClient.Client.batchInsert(list,"Weights");
@ -139,10 +174,10 @@ public class S7DemoController {
// event.setArgValue(new Double(1)); // event.setArgValue(new Double(1));
// } // }
Double d = r.nextDouble() * 2.5 + 66; Double d = r.nextDouble() * 2.5 + 66;
event.setArgValue(d); event.setArgValue(d.toString());
event.setInspectionSheetId(i+""); event.setInspectionSheetId(i+"");
event.setBatchNum(i); event.setBatchNum(i+"");
list.add(event); list.add(event);
} }
InfluxClient.Client.batchInsert(list,"Weights"); InfluxClient.Client.batchInsert(list,"Weights");
@ -227,7 +262,7 @@ public class S7DemoController {
event.setTime(Instant.now()); event.setTime(Instant.now());
event.setTransationId("asasd11"); event.setTransationId("asasd11");
event.setArgName("argName11"); event.setArgName("argName11");
event.setArgValue(900001d); event.setArgValue("900001");
Point asProcessCompleteEvent = insert(event, "ASProcessCompleteEvent"); Point asProcessCompleteEvent = insert(event, "ASProcessCompleteEvent");
InfluxClient.Client.insert(event,"ASProcessCompleteEvent"); InfluxClient.Client.insert(event,"ASProcessCompleteEvent");
} }

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@ -17,14 +17,18 @@ public class Event {
private Instant time; private Instant time;
private String inspectionSheetId;
private String transationId; private String transationId;
private String argName; private String argName;
private Double argValue; private String argValue;
//批次号可选的 private String BatchNum;
private Integer batchNum;
private String InspectionSheetId;
public Event() {
BatchNum = "1";
InspectionSheetId = "1";
}
} }

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@ -70,8 +70,8 @@ public class ProcessInspectionController {
XbarSGraphData xbarSGraphData = new XbarSGraphData( XbarSGraphData xbarSGraphData = new XbarSGraphData(
meanStandardDeviationGraph.getMsdGraphEntity()==null?null:meanStandardDeviationGraph.getMsdGraphEntity(), meanStandardDeviationGraph.getMsdGraphEntity()==null?null:meanStandardDeviationGraph.getMsdGraphEntity(),
meanStandardDeviationGraph.getXbarCL()==null?null:meanStandardDeviationGraph.getXbarCL(), meanStandardDeviationGraph.getXbarCL()==null?null:new ControlLimitDetail(meanStandardDeviationGraph.getXbarCL().getUCL(), meanStandardDeviationGraph.getXbarCL().getCL(), meanStandardDeviationGraph.getXbarCL().getLCL()),
meanStandardDeviationGraph.getSCL()==null?null:meanStandardDeviationGraph.getSCL(), meanStandardDeviationGraph.getSCL()==null?null:new ControlLimitDetail(meanStandardDeviationGraph.getSCL().getUCL(), meanStandardDeviationGraph.getSCL().getCL(), meanStandardDeviationGraph.getSCL().getLCL()),
meanStandardDeviationGraph.getSpecificationLimit()==null?null:meanStandardDeviationGraph.getSpecificationLimit(), meanStandardDeviationGraph.getSpecificationLimit()==null?null:meanStandardDeviationGraph.getSpecificationLimit(),
meanStandardDeviationGraph.getProcessCapacity()==null?null:meanStandardDeviationGraph.getProcessCapacity(), meanStandardDeviationGraph.getProcessCapacity()==null?null:meanStandardDeviationGraph.getProcessCapacity(),
(meanStandardDeviationGraph.getXigma()==null||meanStandardDeviationGraph.getTotalXigma()==null)?null:new StandardDiviation(meanStandardDeviationGraph.getXigma(),meanStandardDeviationGraph.getTotalXigma()) (meanStandardDeviationGraph.getXigma()==null||meanStandardDeviationGraph.getTotalXigma()==null)?null:new StandardDiviation(meanStandardDeviationGraph.getXigma(),meanStandardDeviationGraph.getTotalXigma())
@ -112,8 +112,6 @@ public class ProcessInspectionController {
meanRGraph.getSpecificationLimit()==null?null:meanRGraph.getSpecificationLimit(), meanRGraph.getSpecificationLimit()==null?null:meanRGraph.getSpecificationLimit(),
meanRGraph.getProcessCapacity()==null?null:meanRGraph.getProcessCapacity(), meanRGraph.getProcessCapacity()==null?null:meanRGraph.getProcessCapacity(),
(meanRGraph.getXigma()==null||meanRGraph.getTotalXigma()==null)?null:new StandardDiviation(meanRGraph.getXigma(),meanRGraph.getTotalXigma()) (meanRGraph.getXigma()==null||meanRGraph.getTotalXigma()==null)?null:new StandardDiviation(meanRGraph.getXigma(),meanRGraph.getTotalXigma())
); );
return R.ok("成功",xbarSGraphData); return R.ok("成功",xbarSGraphData);
@ -142,8 +140,8 @@ public class ProcessInspectionController {
XMRGraphData xmrGraphData = new XMRGraphData( XMRGraphData xmrGraphData = new XMRGraphData(
xmrGraph.getXmrGraphEntity()==null?null:xmrGraph.getXmrGraphEntity(), xmrGraph.getXmrGraphEntity()==null?null:xmrGraph.getXmrGraphEntity(),
xmrGraph.getXCL()==null?null:xmrGraph.getXCL(), xmrGraph.getXCL()==null?null:new ControlLimitDetail(xmrGraph.getXCL().getUCL(), xmrGraph.getXCL().getCL(), xmrGraph.getXCL().getLCL()),
xmrGraph.getRSCL()==null?null:xmrGraph.getRSCL(), xmrGraph.getRSCL()==null?null:new ControlLimitDetail(xmrGraph.getRSCL().getUCL(), xmrGraph.getRSCL().getCL(), xmrGraph.getRSCL().getLCL()),
xmrGraph.getSpecificationLimit()==null?null:xmrGraph.getSpecificationLimit(), xmrGraph.getSpecificationLimit()==null?null:xmrGraph.getSpecificationLimit(),
xmrGraph.getProcessCapacity()==null?null:xmrGraph.getProcessCapacity(), xmrGraph.getProcessCapacity()==null?null:xmrGraph.getProcessCapacity(),
(xmrGraph.getXigma()==null||xmrGraph.getTotalXigma()==null)?null:new StandardDiviation(xmrGraph.getXigma(),xmrGraph.getTotalXigma()) (xmrGraph.getXigma()==null||xmrGraph.getTotalXigma()==null)?null:new StandardDiviation(xmrGraph.getXigma(),xmrGraph.getTotalXigma())
@ -198,14 +196,14 @@ public class ProcessInspectionController {
productFeatures.setUsl(new Float(66)); productFeatures.setUsl(new Float(66));
productFeatures.setLsl(new Float(69)); productFeatures.setLsl(new Float(69));
productFeatures.setName("LTWeight"); productFeatures.setName("failDay");
NPGraph npGraph = new NPGraph(productFeatures); NPGraph npGraph = new NPGraph(productFeatures);
QueryDataGroupByTimeParam queryDataParam = new QueryDataGroupByTimeParam(); QueryDataGroupByTimeParam queryDataParam = new QueryDataGroupByTimeParam();
queryDataParam.setMeasurement(Constant.measurement); queryDataParam.setMeasurement(Constant.measurement);
queryDataParam.setRange(new Range(DataUtils.getBeforeDate(999).toInstant(), DataUtils.getAfterDate(999).toInstant() )); queryDataParam.setRange(new Range(DataUtils.getBeforeDate(9999).toInstant(), DataUtils.getAfterDate(9999).toInstant() ));
queryDataParam.setTimeType(1); queryDataParam.setTimeType(2);
npGraph.initialDate(queryDataParam); npGraph.initialDate(queryDataParam);
NPGraphData npGraph1 = new NPGraphData( NPGraphData npGraph1 = new NPGraphData(
@ -328,8 +326,8 @@ public class ProcessInspectionController {
XbarSGraphData xbarSGraphData = new XbarSGraphData( XbarSGraphData xbarSGraphData = new XbarSGraphData(
meanStandardDeviationGraph.getMsdGraphEntity()==null?null:meanStandardDeviationGraph.getMsdGraphEntity(), meanStandardDeviationGraph.getMsdGraphEntity()==null?null:meanStandardDeviationGraph.getMsdGraphEntity(),
meanStandardDeviationGraph.getXbarCL()==null?null:meanStandardDeviationGraph.getXbarCL(), meanStandardDeviationGraph.getXbarCL()==null?null:new ControlLimitDetail(meanStandardDeviationGraph.getXbarCL().getUCL(), meanStandardDeviationGraph.getXbarCL().getCL(), meanStandardDeviationGraph.getXbarCL().getLCL()),
meanStandardDeviationGraph.getSCL()==null?null:meanStandardDeviationGraph.getSCL(), meanStandardDeviationGraph.getSCL()==null?null:new ControlLimitDetail(meanStandardDeviationGraph.getSCL().getUCL(), meanStandardDeviationGraph.getSCL().getCL(), meanStandardDeviationGraph.getSCL().getLCL()),
meanStandardDeviationGraph.getSpecificationLimit()==null?null:meanStandardDeviationGraph.getSpecificationLimit(), meanStandardDeviationGraph.getSpecificationLimit()==null?null:meanStandardDeviationGraph.getSpecificationLimit(),
meanStandardDeviationGraph.getProcessCapacity()==null?null:meanStandardDeviationGraph.getProcessCapacity(), meanStandardDeviationGraph.getProcessCapacity()==null?null:meanStandardDeviationGraph.getProcessCapacity(),
(meanStandardDeviationGraph.getXigma()==null||meanStandardDeviationGraph.getTotalXigma()==null)?null:new StandardDiviation(meanStandardDeviationGraph.getXigma(),meanStandardDeviationGraph.getTotalXigma()) (meanStandardDeviationGraph.getXigma()==null||meanStandardDeviationGraph.getTotalXigma()==null)?null:new StandardDiviation(meanStandardDeviationGraph.getXigma(),meanStandardDeviationGraph.getTotalXigma())
@ -389,8 +387,8 @@ public class ProcessInspectionController {
XMRGraphData xmrGraphData = new XMRGraphData( XMRGraphData xmrGraphData = new XMRGraphData(
xmrGraph.getXmrGraphEntity()==null?null:xmrGraph.getXmrGraphEntity(), xmrGraph.getXmrGraphEntity()==null?null:xmrGraph.getXmrGraphEntity(),
xmrGraph.getXCL()==null?null:xmrGraph.getXCL(), xmrGraph.getXCL()==null?null:new ControlLimitDetail(xmrGraph.getXCL().getUCL(), xmrGraph.getXCL().getCL(), xmrGraph.getXCL().getLCL()),
xmrGraph.getRSCL()==null?null:xmrGraph.getRSCL(), xmrGraph.getRSCL()==null?null:new ControlLimitDetail(xmrGraph.getRSCL().getUCL(), xmrGraph.getRSCL().getCL(), xmrGraph.getRSCL().getLCL()),
xmrGraph.getSpecificationLimit()==null?null:xmrGraph.getSpecificationLimit(), xmrGraph.getSpecificationLimit()==null?null:xmrGraph.getSpecificationLimit(),
xmrGraph.getProcessCapacity()==null?null:xmrGraph.getProcessCapacity(), xmrGraph.getProcessCapacity()==null?null:xmrGraph.getProcessCapacity(),
(xmrGraph.getXigma()==null||xmrGraph.getTotalXigma()==null)?null:new StandardDiviation(xmrGraph.getXigma(),xmrGraph.getTotalXigma()) (xmrGraph.getXigma()==null||xmrGraph.getTotalXigma()==null)?null:new StandardDiviation(xmrGraph.getXigma(),xmrGraph.getTotalXigma())

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@ -3,6 +3,7 @@ package com.cnbm.processInspection.dto;
import com.cnbm.common.spc.math.StandardDiviation; import com.cnbm.common.spc.math.StandardDiviation;
import com.cnbm.processInspection.graphAnalyzed.forMeterage.xmr.XMRGraphEntity; import com.cnbm.processInspection.graphAnalyzed.forMeterage.xmr.XMRGraphEntity;
import com.cnbm.qualityPlanning.entity.ControlLimit; import com.cnbm.qualityPlanning.entity.ControlLimit;
import com.cnbm.qualityPlanning.entity.ControlLimitDetail;
import com.cnbm.qualityPlanning.entity.ProcessCapability; import com.cnbm.qualityPlanning.entity.ProcessCapability;
import com.cnbm.qualityPlanning.entity.SpecificationLimit; import com.cnbm.qualityPlanning.entity.SpecificationLimit;
import io.swagger.annotations.ApiModel; import io.swagger.annotations.ApiModel;
@ -20,9 +21,9 @@ public class XMRGraphData {
@ApiModelProperty(value = "控制图list数据") @ApiModelProperty(value = "控制图list数据")
private XMRGraphEntity xmrGraphEntity; private XMRGraphEntity xmrGraphEntity;
@ApiModelProperty(value = "xbar控制图 控制限") @ApiModelProperty(value = "xbar控制图 控制限")
private ControlLimit XBarCL; private ControlLimitDetail XBarCL;
@ApiModelProperty(value = "R控制图 控制限") @ApiModelProperty(value = "R控制图 控制限")
private ControlLimit RCL; private ControlLimitDetail RCL;
@ApiModelProperty(value = "工艺规格限") @ApiModelProperty(value = "工艺规格限")
private SpecificationLimit SL; private SpecificationLimit SL;
@ -34,7 +35,7 @@ public class XMRGraphData {
private StandardDiviation standardDiviation; private StandardDiviation standardDiviation;
public XMRGraphData(XMRGraphEntity xmrGraphEntity, ControlLimit xBarCL, ControlLimit rCL, SpecificationLimit sl, ProcessCapability processCapability, StandardDiviation standardDiviation){ public XMRGraphData(XMRGraphEntity xmrGraphEntity, ControlLimitDetail xBarCL, ControlLimitDetail rCL, SpecificationLimit sl, ProcessCapability processCapability, StandardDiviation standardDiviation){
this.xmrGraphEntity = xmrGraphEntity; this.xmrGraphEntity = xmrGraphEntity;
this.XBarCL = xBarCL; this.XBarCL = xBarCL;
this.RCL = rCL; this.RCL = rCL;

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@ -3,6 +3,7 @@ package com.cnbm.processInspection.dto;
import com.cnbm.common.spc.math.StandardDiviation; import com.cnbm.common.spc.math.StandardDiviation;
import com.cnbm.processInspection.graphAnalyzed.forMeterage.ms.MSDGraphEntity; import com.cnbm.processInspection.graphAnalyzed.forMeterage.ms.MSDGraphEntity;
import com.cnbm.qualityPlanning.entity.ControlLimit; import com.cnbm.qualityPlanning.entity.ControlLimit;
import com.cnbm.qualityPlanning.entity.ControlLimitDetail;
import com.cnbm.qualityPlanning.entity.ProcessCapability; import com.cnbm.qualityPlanning.entity.ProcessCapability;
import com.cnbm.qualityPlanning.entity.SpecificationLimit; import com.cnbm.qualityPlanning.entity.SpecificationLimit;
import io.swagger.annotations.ApiModel; import io.swagger.annotations.ApiModel;
@ -20,9 +21,9 @@ public class XbarSGraphData {
@ApiModelProperty(value = "控制图list数据") @ApiModelProperty(value = "控制图list数据")
private MSDGraphEntity msdGraphEntity; private MSDGraphEntity msdGraphEntity;
@ApiModelProperty(value = "xbar控制图 控制限") @ApiModelProperty(value = "xbar控制图 控制限")
private ControlLimit XBarCL; private ControlLimitDetail XBarCL;
@ApiModelProperty(value = "s控制图 控制限") @ApiModelProperty(value = "s控制图 控制限")
private ControlLimit SCL; private ControlLimitDetail SCL;
@ApiModelProperty(value = "工艺规格限") @ApiModelProperty(value = "工艺规格限")
private SpecificationLimit SL; private SpecificationLimit SL;
@ -34,7 +35,7 @@ public class XbarSGraphData {
private StandardDiviation standardDiviation; private StandardDiviation standardDiviation;
public XbarSGraphData(MSDGraphEntity msdGraphEntity,ControlLimit xBarCL,ControlLimit sCL,SpecificationLimit sl,ProcessCapability processCapability,StandardDiviation standardDiviation){ public XbarSGraphData(MSDGraphEntity msdGraphEntity,ControlLimitDetail xBarCL,ControlLimitDetail sCL,SpecificationLimit sl,ProcessCapability processCapability,StandardDiviation standardDiviation){
this.msdGraphEntity = msdGraphEntity; this.msdGraphEntity = msdGraphEntity;
this.XBarCL = xBarCL; this.XBarCL = xBarCL;
this.SCL = sCL; this.SCL = sCL;

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@ -8,7 +8,6 @@ import com.cnbm.influx.param.QueryDataGroupByTimeParam;
import com.cnbm.influx.param.Tag; import com.cnbm.influx.param.Tag;
import com.cnbm.qualityPlanning.entity.CPoint; import com.cnbm.qualityPlanning.entity.CPoint;
import com.cnbm.qualityPlanning.entity.ControlLimit; import com.cnbm.qualityPlanning.entity.ControlLimit;
import com.cnbm.qualityPlanning.entity.PPoint;
import com.cnbm.qualityPlanning.entity.SpecificationLimit; import com.cnbm.qualityPlanning.entity.SpecificationLimit;
import com.influxdb.query.FluxRecord; import com.influxdb.query.FluxRecord;
import com.influxdb.query.FluxTable; import com.influxdb.query.FluxTable;

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@ -1,22 +1,15 @@
package com.cnbm.processInspection.graphAnalyzed.forCount.np; package com.cnbm.processInspection.graphAnalyzed.forCount.np;
import com.cnbm.basic.entity.ProductFeatures; import com.cnbm.basic.entity.ProductFeatures;
import com.cnbm.common.spc.math.StandardDiviation;
import com.cnbm.common.spc.util.DataUtils; import com.cnbm.common.spc.util.DataUtils;
import com.cnbm.influx.config.InfluxClient; import com.cnbm.influx.config.InfluxClient;
import com.cnbm.influx.constant.Constant; import com.cnbm.influx.constant.Constant;
import com.cnbm.influx.param.QueryDataGroupByTimeParam; import com.cnbm.influx.param.QueryDataGroupByTimeParam;
import com.cnbm.influx.param.QueryDataParam;
import com.cnbm.influx.param.Tag; import com.cnbm.influx.param.Tag;
import com.cnbm.processInspection.controlCoefficientConstant.XBarRCoefficients;
import com.cnbm.processInspection.dto.InterpretationListArg;
import com.cnbm.processInspection.dto.InterpretationListArgForCount;
import com.cnbm.qualityPlanning.common.StatisticalControlledTest;
import com.cnbm.qualityPlanning.entity.*; import com.cnbm.qualityPlanning.entity.*;
import com.influxdb.query.FluxRecord; import com.influxdb.query.FluxRecord;
import com.influxdb.query.FluxTable; import com.influxdb.query.FluxTable;
import lombok.Data; import lombok.Data;
import org.omg.CORBA.PRIVATE_MEMBER;
import java.util.ArrayList; import java.util.ArrayList;
import java.util.List; import java.util.List;

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@ -7,7 +7,6 @@ import com.cnbm.influx.constant.Constant;
import com.cnbm.influx.param.QueryDataGroupByTimeParam; import com.cnbm.influx.param.QueryDataGroupByTimeParam;
import com.cnbm.influx.param.Tag; import com.cnbm.influx.param.Tag;
import com.cnbm.qualityPlanning.entity.ControlLimit; import com.cnbm.qualityPlanning.entity.ControlLimit;
import com.cnbm.qualityPlanning.entity.NPPoint;
import com.cnbm.qualityPlanning.entity.PPoint; import com.cnbm.qualityPlanning.entity.PPoint;
import com.cnbm.qualityPlanning.entity.SpecificationLimit; import com.cnbm.qualityPlanning.entity.SpecificationLimit;
import com.influxdb.query.FluxRecord; import com.influxdb.query.FluxRecord;
@ -15,7 +14,6 @@ import com.influxdb.query.FluxTable;
import lombok.Data; import lombok.Data;
import java.util.ArrayList; import java.util.ArrayList;
import java.util.Date;
import java.util.List; import java.util.List;
/** /**

View File

@ -7,7 +7,6 @@ import com.cnbm.influx.constant.Constant;
import com.cnbm.influx.param.QueryDataGroupByTimeParam; import com.cnbm.influx.param.QueryDataGroupByTimeParam;
import com.cnbm.influx.param.Tag; import com.cnbm.influx.param.Tag;
import com.cnbm.qualityPlanning.entity.ControlLimit; import com.cnbm.qualityPlanning.entity.ControlLimit;
import com.cnbm.qualityPlanning.entity.PPoint;
import com.cnbm.qualityPlanning.entity.SpecificationLimit; import com.cnbm.qualityPlanning.entity.SpecificationLimit;
import com.cnbm.qualityPlanning.entity.UPoint; import com.cnbm.qualityPlanning.entity.UPoint;
import com.influxdb.query.FluxRecord; import com.influxdb.query.FluxRecord;

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@ -3,8 +3,6 @@ package com.cnbm.processInspection.service.impl;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.core.metadata.IPage; import com.baomidou.mybatisplus.core.metadata.IPage;
import com.baomidou.mybatisplus.core.toolkit.ObjectUtils; import com.baomidou.mybatisplus.core.toolkit.ObjectUtils;
import com.cnbm.basic.dto.ProductFactoryRelationDTO;
import com.cnbm.basic.dto.ProductFeaturesDTO;
import com.cnbm.basic.entity.Machine; import com.cnbm.basic.entity.Machine;
import com.cnbm.basic.entity.Product; import com.cnbm.basic.entity.Product;
import com.cnbm.basic.entity.Shift; import com.cnbm.basic.entity.Shift;
@ -16,9 +14,6 @@ import com.cnbm.basic.service.impl.WorkingProcedureServiceImpl;
import com.cnbm.common.page.PageData; import com.cnbm.common.page.PageData;
import com.cnbm.common.service.impl.CrudServiceImpl; import com.cnbm.common.service.impl.CrudServiceImpl;
import com.cnbm.common.utils.ConvertUtils; import com.cnbm.common.utils.ConvertUtils;
import com.cnbm.common.validator.ValidatorUtils;
import com.cnbm.common.validator.group.AddGroup;
import com.cnbm.common.validator.group.DefaultGroup;
import com.cnbm.influx.config.InfluxClient; import com.cnbm.influx.config.InfluxClient;
import com.cnbm.influx.param.QueryDataParam; import com.cnbm.influx.param.QueryDataParam;
import com.cnbm.influx.param.Range; import com.cnbm.influx.param.Range;
@ -28,7 +23,6 @@ import com.cnbm.processInspection.dto.InspectionSheetDTO;
import com.cnbm.processInspection.entity.InspectionSheet; import com.cnbm.processInspection.entity.InspectionSheet;
import com.cnbm.processInspection.mapper.InspectionSheetMapper; import com.cnbm.processInspection.mapper.InspectionSheetMapper;
import com.cnbm.processInspection.service.IInspectionSheetService; import com.cnbm.processInspection.service.IInspectionSheetService;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.influxdb.query.FluxTable; import com.influxdb.query.FluxTable;
import org.apache.commons.lang3.StringUtils; import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired; import org.springframework.beans.factory.annotation.Autowired;
@ -193,7 +187,7 @@ public class InspectionSheetServiceImpl extends CrudServiceImpl<InspectionSheetM
event.setTime(time); event.setTime(time);
event.setArgName(argName); event.setArgName(argName);
if(!Objects.equals(argValue, "") && argValue != null ){ if(!Objects.equals(argValue, "") && argValue != null ){
event.setArgValue(argValue); event.setArgValue(argValue.toString());
} }
return event; return event;
} }

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@ -624,6 +624,10 @@ public class StatisticalControlledTest {
* *
* */ * */
private static void rule5Core(List<Point> data,Integer m,Integer n){ private static void rule5Core(List<Point> data,Integer m,Integer n){
if(data.size() == 0 || data.size() == 1){
return;
}
//开始 //开始
Stack<Point> stack = new Stack<Point>(); Stack<Point> stack = new Stack<Point>();
int seqNum = 0; int seqNum = 0;
@ -655,6 +659,8 @@ public class StatisticalControlledTest {
seqNum++; seqNum++;
} }
//判断最后一次情况 //判断最后一次情况
Integer nowi = i>= data.size()?(i-1):i;
i = nowi;
Boolean sequence = ((stack.peek().getPosition()+1) == data.get(i).getPosition()); Boolean sequence = ((stack.peek().getPosition()+1) == data.get(i).getPosition());
if( sequence ){ if( sequence ){
stack.push(data.get(i)); stack.push(data.get(i));
@ -793,6 +799,9 @@ public class StatisticalControlledTest {
// return result; // return result;
// } // }
private static void rule6Core(List<Point> data,Integer m,Integer n){ private static void rule6Core(List<Point> data,Integer m,Integer n){
if(data.size() == 0 || data.size() == 1){
return;
}
//开始 //开始
Stack<Point> stack = new Stack<Point>(); Stack<Point> stack = new Stack<Point>();
int seqNum = 0; int seqNum = 0;
@ -824,6 +833,8 @@ public class StatisticalControlledTest {
seqNum++; seqNum++;
} }
//判断最后一次情况 //判断最后一次情况
Integer nowi = i>= data.size()?(i-1):i;
i = nowi;
Boolean sequence = ((stack.peek().getPosition()+1) == data.get(i).getPosition()); Boolean sequence = ((stack.peek().getPosition()+1) == data.get(i).getPosition());
if( sequence ){ if( sequence ){
stack.push(data.get(i)); stack.push(data.get(i));
@ -951,6 +962,9 @@ public class StatisticalControlledTest {
// return result; // return result;
// } // }
private static void rule7Core(List<Point> data,Integer n){ private static void rule7Core(List<Point> data,Integer n){
if(data.size() == 0 || data.size() == 1){
return;
}
//开始 //开始
Stack<Point> stack = new Stack<Point>(); Stack<Point> stack = new Stack<Point>();
int i = 0; int i = 0;
@ -980,6 +994,8 @@ public class StatisticalControlledTest {
} }
//判断最后一次情况 //判断最后一次情况
Integer nowi = i>= data.size()?(i-1):i;
i = nowi;
Boolean sequence = ((stack.peek().getPosition()+1) == data.get(i).getPosition()); Boolean sequence = ((stack.peek().getPosition()+1) == data.get(i).getPosition());
if( sequence ){ if( sequence ){
stack.push(data.get(i)); stack.push(data.get(i));
@ -1101,6 +1117,9 @@ public class StatisticalControlledTest {
// return result; // return result;
// } // }
private static void rule8Core(List<Point> data,Integer n){ private static void rule8Core(List<Point> data,Integer n){
if(data.size() == 0 || data.size() == 1){
return;
}
//开始 //开始
Stack<Point> stack = new Stack<Point>(); Stack<Point> stack = new Stack<Point>();
int i = 0; int i = 0;
@ -1130,6 +1149,8 @@ public class StatisticalControlledTest {
} }
//判断最后一次情况 //判断最后一次情况
Integer nowi = i>= data.size()?(i-1):i;
i = nowi;
Boolean sequence = ((stack.peek().getPosition()+1) == data.get(i).getPosition()); Boolean sequence = ((stack.peek().getPosition()+1) == data.get(i).getPosition());
if( sequence ){ if( sequence ){
stack.push(data.get(i)); stack.push(data.get(i));

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@ -45,7 +45,10 @@ public class MainRule5TEST {
seqNum++; seqNum++;
} }
//判断最后一次情况 //判断最后一次情况
Boolean sequence = ((stack.peek().getPosition()+1) == upforMarkKey.get(i).getPosition()); Integer nowi = i>= upforMarkKey.size()?(i-1):i;
i = nowi;
Integer c = (stack.peek().getPosition()+1);
Boolean sequence = ( c == upforMarkKey.get(i).getPosition());
if( sequence ){ if( sequence ){
stack.push(upforMarkKey.get(i)); stack.push(upforMarkKey.get(i));
seqNum++; seqNum++;
@ -92,19 +95,19 @@ public class MainRule5TEST {
upforMarkKey.add(point1); upforMarkKey.add(point1);
upforMarkKey.add(point2); // upforMarkKey.add(point2);
upforMarkKey.add(point3); // upforMarkKey.add(point3);
upforMarkKey.add(point4); // upforMarkKey.add(point4);
upforMarkKey.add(point5); // upforMarkKey.add(point5);
upforMarkKey.add(point6); // upforMarkKey.add(point6);
upforMarkKey.add(point7); // upforMarkKey.add(point7);
upforMarkKey.add(point8); // upforMarkKey.add(point8);
upforMarkKey.add(point9); // upforMarkKey.add(point9);
upforMarkKey.add(point10); // upforMarkKey.add(point10);
upforMarkKey.add(point11); // upforMarkKey.add(point11);
upforMarkKey.add(point12); // upforMarkKey.add(point12);
upforMarkKey.add(point13); // upforMarkKey.add(point13);
upforMarkKey.add(point14); // upforMarkKey.add(point14);
rule5Core(upforMarkKey); rule5Core(upforMarkKey);

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@ -1,6 +1,8 @@
package com.cnbm.qualityPlanning.entity; package com.cnbm.qualityPlanning.entity;
import cn.hutool.core.util.NumberUtil;
import lombok.Data; import lombok.Data;
import org.springframework.util.NumberUtils;
/** /**
* @Desc: "" * @Desc: ""
@ -27,19 +29,19 @@ public class ControlLimitDetail {
this.CL = CL; this.CL = CL;
this.LCL = LCL; this.LCL = LCL;
Double agv1 = (this.UCL-this.CL)/3; Double agv1 = (this.UCL-this.CL)/3;
this.UC[0] = this.CL; this.UC[0] = NumberUtil.round(this.CL,4).doubleValue();
this.UC[1] = this.CL+agv1; this.UC[1] = NumberUtil.round(this.CL+agv1,4).doubleValue();
this.UB[0] = this.UC[1]; this.UB[0] = NumberUtil.round(this.UC[1],4).doubleValue();
this.UB[1] = this.UB[0]+agv1; this.UB[1] = NumberUtil.round(this.UB[0]+agv1,4).doubleValue();
this.UA[0] = this.UB[1]; this.UA[0] = NumberUtil.round(this.UB[1],4).doubleValue();
this.UA[1] = this.UA[0]+agv1; this.UA[1] = NumberUtil.round(this.UA[0]+agv1,4).doubleValue();
Double agv2 = (this.CL-this.LCL)/3; Double agv2 = (this.CL-this.LCL)/3;
this.LC[0] = this.CL-agv2; this.LC[0] = NumberUtil.round(this.CL-agv2,4).doubleValue();
this.LC[1] = this.CL; this.LC[1] = NumberUtil.round(this.CL,4).doubleValue();
this.LB[0] = this.LC[0]-agv2; this.LB[0] = NumberUtil.round(this.LC[0]-agv2,4).doubleValue();
this.LB[1] = this.LC[0]; this.LB[1] = NumberUtil.round(this.LC[0],4).doubleValue();
this.LA[0] = this.LB[0]-agv2; this.LA[0] = NumberUtil.round(this.LB[0]-agv2,4).doubleValue();
this.LA[1] = this.LB[0]; this.LA[1] = NumberUtil.round(this.LB[0],4).doubleValue();
} }
} }