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caixiang
2022-07-20 15:33:30 +08:00
parent 13020d05c9
commit 2b34011129
20 changed files with 767 additions and 35 deletions
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36
ym-process-inspection/pom.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<parent>
<artifactId>ym-pass</artifactId>
<groupId>com.cnbm</groupId>
<version>1.0-SNAPSHOT</version>
</parent>
<modelVersion>4.0.0</modelVersion>
<artifactId>ym-process-inspection</artifactId>
<properties>
<maven.compiler.source>8</maven.compiler.source>
<maven.compiler.target>8</maven.compiler.target>
</properties>
<dependencies>
<dependency>
<groupId>com.cnbm</groupId>
<artifactId>ym-influx</artifactId>
<version>1.0-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>com.cnbm</groupId>
<artifactId>ym-baisc</artifactId>
<version>1.0-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>com.cnbm</groupId>
<artifactId>ym-common</artifactId>
<version>1.0-SNAPSHOT</version>
</dependency>
</dependencies>
</project>

261
ym-process-inspection/src/main/java/com/cnbm/processInspection/controlCoefficientConstant/XBarRCoefficients.java Normal file
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package com.cnbm.processInspection.controlCoefficientConstant;
/**
* @Desc: " "x bar - R" 控制系数 "
* @Author: caixiang
* @DATE: 2022/6/30 10:44
*/
public class XBarRCoefficients {
public static Double getA2(Integer sampleSize){
if(sampleSize<=1){
return null;
}
Double res = null;
switch(sampleSize){
//P92
case 2:
res = new Double(1.880);
break;
case 3:
res = new Double(1.023);
break;
case 4:
res = new Double(0.729);
break;
case 5:
res = new Double(0.577);
break;
case 6:
res = new Double(0.483);
break;
case 7:
res = new Double(0.419);
break;
case 8:
res = new Double(0.373);
break;
case 9:
res = new Double(0.337);
break;
case 10:
res = new Double(0.308);
break;
case 11:
res = new Double(0.285);
break;
case 12:
res = new Double(0.266);
break;
case 13:
res = new Double(0.249);
break;
case 14:
res = new Double(0.235);
break;
case 15:
res = new Double(0.223);
break;
case 16:
res = new Double(0.212);
break;
case 17:
res = new Double(0.203);
break;
case 18:
res = new Double(0.194);
break;
case 19:
res = new Double(0.187);
break;
case 20:
res = new Double(0.180);
break;
case 21:
res = new Double(0.173);
break;
case 22:
res = new Double(0.167);
break;
case 23:
res = new Double(0.162);
break;
case 24:
res = new Double(0.157);
break;
//大于等于25 都是用0.153
default :
res = new Double(0.153);
break;
}
return res;
}
public static Double getD3(Integer sampleSize){
if(sampleSize<=1){
return null;
}
Double res = null;
switch(sampleSize){
//P92
case 2:
res = new Double(0);
break;
case 3:
res = new Double(0);
break;
case 4:
res = new Double(0);
break;
case 5:
res = new Double(0);
break;
case 6:
res = new Double(0);
break;
case 7:
res = new Double(0.076);
break;
case 8:
res = new Double(0.136);
break;
case 9:
res = new Double(0.184);
break;
case 10:
res = new Double(0.223);
break;
case 11:
res = new Double(0.256);
break;
case 12:
res = new Double(0.283);
break;
case 13:
res = new Double(0.307);
break;
case 14:
res = new Double(0.328);
break;
case 15:
res = new Double(0.347);
break;
case 16:
res = new Double(0.363);
break;
case 17:
res = new Double(0.378);
break;
case 18:
res = new Double(0.391);
break;
case 19:
res = new Double(0.403);
break;
case 20:
res = new Double(0.415);
break;
case 21:
res = new Double(0.425);
break;
case 22:
res = new Double(0.434);
break;
case 23:
res = new Double(0.443);
break;
case 24:
res = new Double(0.451);
break;
//大于等于25 都是用0.459
default :
res = new Double(0.459);
break;
}
return res;
}
public static Double getD4(Integer sampleSize){
if(sampleSize<=1){
return null;
}
Double res = null;
switch(sampleSize){
//P92
case 2:
res = new Double(3.267);
break;
case 3:
res = new Double(2.574);
break;
case 4:
res = new Double(2.282);
break;
case 5:
res = new Double(2.114);
break;
case 6:
res = new Double(2.004);
break;
case 7:
res = new Double(1.924);
break;
case 8:
res = new Double(1.864);
break;
case 9:
res = new Double(1.816);
break;
case 10:
res = new Double(1.777);
break;
case 11:
res = new Double(1.744);
break;
case 12:
res = new Double(1.717);
break;
case 13:
res = new Double(1.693);
break;
case 14:
res = new Double(1.672);
break;
case 15:
res = new Double(1.653);
break;
case 16:
res = new Double(1.637);
break;
case 17:
res = new Double(1.622);
break;
case 18:
res = new Double(1.608);
break;
case 19:
res = new Double(1.597);
break;
case 20:
res = new Double(1.585);
break;
case 21:
res = new Double(1.575);
break;
case 22:
res = new Double(1.566);
break;
case 23:
res = new Double(1.557);
break;
case 24:
res = new Double(1.548);
break;
//大于等于25 都是用1.541
default :
res = new Double(1.541);
break;
}
return res;
}
}

258
ym-process-inspection/src/main/java/com/cnbm/processInspection/controlCoefficientConstant/XBarSCoefficients.java Normal file
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package com.cnbm.processInspection.controlCoefficientConstant;
/**
* 均值-标准差 控制图 常数系数
* @Desc: " "x bar - s" 控制系数 "
* @Author: caixiang
* @DATE: 2022/6/30 10:44
*/
public class XBarSCoefficients {
public static Double getAS(Integer sampleSize){
if(sampleSize<=1){
return null;
}
Double res = null;
switch(sampleSize){
case 2:
res = new Double(2.659);
break;
case 3:
res = new Double(1.954);
break;
case 4:
res = new Double(1.628);
break;
case 5:
res = new Double(1.427);
break;
case 6:
res = new Double(1.287);
break;
case 7:
res = new Double(1.182);
break;
case 8:
res = new Double(1.099);
break;
case 9:
res = new Double(1.032);
break;
case 10:
res = new Double(0.975);
break;
case 11:
res = new Double(0.972);
break;
case 12:
res = new Double(0.866);
break;
case 13:
res = new Double(0.850);
break;
case 14:
res = new Double(0.817);
break;
case 15:
res = new Double(0.789);
break;
case 16:
res = new Double(0.763);
break;
case 17:
res = new Double(0.739);
break;
case 18:
res = new Double(0.718);
break;
case 19:
res = new Double(0.698);
break;
case 20:
res = new Double(0.680);
break;
case 21:
res = new Double(0.663);
break;
case 22:
res = new Double(0.647);
break;
case 23:
res = new Double(0.633);
break;
case 24:
res = new Double(0.619);
break;
//大于等于25 都是用0.606
default :
res = new Double(0.606);
break;
}
return res;
}
public static Double getBU(Integer sampleSize){
if(sampleSize<=1){
return null;
}
Double res = null;
switch(sampleSize){
case 2:
res = new Double(3.267);
break;
case 3:
res = new Double(2.568);
break;
case 4:
res = new Double(2.266);
break;
case 5:
res = new Double(2.089);
break;
case 6:
res = new Double(1.970);
break;
case 7:
res = new Double(1.882);
break;
case 8:
res = new Double(1.815);
break;
case 9:
res = new Double(1.761);
break;
case 10:
res = new Double(1.716);
break;
case 11:
res = new Double(1.679);
break;
case 12:
res = new Double(1.646);
break;
case 13:
res = new Double(1.618);
break;
case 14:
res = new Double(1.594);
break;
case 15:
res = new Double(1.572);
break;
case 16:
res = new Double(1.552);
break;
case 17:
res = new Double(1.534);
break;
case 18:
res = new Double(1.518);
break;
case 19:
res = new Double(1.503);
break;
case 20:
res = new Double(1.490);
break;
case 21:
res = new Double(1.477);
break;
case 22:
res = new Double(1.466);
break;
case 23:
res = new Double(1.455);
break;
case 24:
res = new Double(1.445);
break;
//大于等于25 都是用1.435
default :
res = new Double(1.435);
break;
}
return res;
}
public static Double getBL(Integer sampleSize){
if(sampleSize<=1){
return null;
}
Double res = null;
switch(sampleSize){
case 2:
res = new Double(0);
break;
case 3:
res = new Double(0);
break;
case 4:
res = new Double(0);
break;
case 5:
res = new Double(0);
break;
case 6:
res = new Double(0.030);
break;
case 7:
res = new Double(0.118);
break;
case 8:
res = new Double(0.185);
break;
case 9:
res = new Double(0.239);
break;
case 10:
res = new Double(0.284);
break;
case 11:
res = new Double(0.321);
break;
case 12:
res = new Double(0.354);
break;
case 13:
res = new Double(0.382);
break;
case 14:
res = new Double(0.406);
break;
case 15:
res = new Double(0.428);
break;
case 16:
res = new Double(0.448);
break;
case 17:
res = new Double(0.466);
break;
case 18:
res = new Double(0.482);
break;
case 19:
res = new Double(0.497);
break;
case 20:
res = new Double(0.510);
break;
case 21:
res = new Double(0.523);
break;
case 22:
res = new Double(0.534);
break;
case 23:
res = new Double(0.545);
break;
case 24:
res = new Double(0.555);
break;
//大于等于25 都是用0.565
default :
res = new Double(0.565);
break;
}
return res;
}
}

46
ym-process-inspection/src/main/java/com/cnbm/processInspection/graphAnalyzed/MeanStandardDeviationGraph.java Normal file
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package com.cnbm.processInspection.graphAnalyzed;
import com.cnbm.processInspection.controlCoefficientConstant.XBarSCoefficients;
/**
* @Desc: ""
* @Author: caixiang
* @DATE: 2022/7/20 14:26
*
* 步骤：
* ① 先读mysql表，查询 product_features 表，先读到 sample_size（样本量）
* ② 再依据 influx.argName == mysql.product_feature.name && 时间段 查询所有的 参数数据
* ③ 拿到参数数据后，分组 整合成List<Point>,
* 计算控制限
* 计算 母体 的 \sigma 、 bar{x} 。。。
* 计算CPK 、CPU 、CPL这些
* ④ 如果配置了判读方案，还要 调用 StatisticalControlledTest Function 检验。
* ⑤
*/
public class MeanStandardDeviationGraph {
private Double sbar;
private Double xbarbar;
private Double as;
private Double bu;
private Double bl;
private Integer sampleSize;
private String argName;
MeanStandardDeviationGraph(Integer sampleSize){
this.sampleSize = sampleSize;
this.as = XBarSCoefficients.getAS(sampleSize);
this.bu = XBarSCoefficients.getBU(sampleSize);
this.bl = XBarSCoefficients.getBU(sampleSize);
}
/**
* name : 初始化数据函数
* desc : 从influxdb 里面读取数据，然后 加工处理成 我需要的
* 步骤：
* ①
* */
public void initialDate(){
}
}