index.vue 55 KB

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  1. <template>
  2. <div class="app-container">
  3. <!-- 删除查询表单 -->
  4. <el-row :gutter="10" class="mb8">
  5. <right-toolbar v-model:showSearch="showSearch" @queryTable="getList"></right-toolbar>
  6. </el-row>
  7. <!-- 趋势分析图表 -->
  8. <el-row :gutter="15" style="margin-bottom: 20px;">
  9. <el-col :span="12">
  10. <!-- 调低图表高度 -->
  11. <div ref="cpkTrendChartRef" style="width: 100%; height: 300px; background: #fff; padding: 10px;"></div>
  12. </el-col>
  13. <el-col :span="12">
  14. <!-- 调低图表高度 -->
  15. <div ref="stdDevTrendChartRef" style="width: 100%; height: 300px; background: #fff; padding: 10px;"></div>
  16. </el-col>
  17. </el-row>
  18. <!-- 预测结果 -->
  19. <el-row :gutter="15" style="margin-bottom: 20px;">
  20. <el-col :span="24">
  21. <el-card>
  22. <template #header>
  23. <div class="card-header">
  24. <span>趋势预测结果</span>
  25. </div>
  26. </template>
  27. <el-row :gutter="20">
  28. <el-col :span="6">
  29. <el-statistic title="预测CPK值" :value="predictionResult.cpkPrediction" />
  30. <div style="font-size: 12px; color: #666; margin-top: 5px;">{{ cpkDescription }}</div>
  31. </el-col>
  32. <el-col :span="6">
  33. <el-statistic title="预测标准差" :value="predictionResult.stdDevPrediction" />
  34. <div style="font-size: 12px; color: #666; margin-top: 5px;">{{ stdDevDescription }}</div>
  35. </el-col>
  36. <el-col :span="6">
  37. <div class="trend-analysis">
  38. <div class="trend-title">趋势分析</div>
  39. <div class="trend-content">
  40. <el-tag :type="getTrendTagType(predictionResult.trend)" v-if="predictionResult.trend && predictionResult.trend !== '0'">
  41. {{ predictionResult.trend }}
  42. </el-tag>
  43. <el-tag :type="getTrendTagType('稳定趋势')" v-else>
  44. 稳定趋势
  45. </el-tag>
  46. </div>
  47. </div>
  48. </el-col>
  49. <el-col :span="6">
  50. <div style="height: 100%; display: flex; flex-direction: column; justify-content: center;">
  51. <div><strong>建议</strong></div>
  52. <div style="margin-top: 5px;"><span v-html="predictionResult.recommendation"></span></div>
  53. </div>
  54. </el-col>
  55. </el-row>
  56. </el-card>
  57. </el-col>
  58. </el-row>
  59. <!-- 将新增按钮移到图表下方、表格上方 -->
  60. <el-row :gutter="10" class="mb8">
  61. <el-col :span="1.5">
  62. <el-button
  63. type="primary"
  64. plain
  65. icon="Plus"
  66. @click="handleAdd"
  67. >新增测量
  68. </el-button>
  69. </el-col>
  70. <el-col :span="1.5">
  71. <el-button
  72. type="warning"
  73. plain
  74. @click="showTopStdDev"
  75. >工艺需调整机台
  76. </el-button>
  77. </el-col>
  78. </el-row>
  79. <el-table v-loading="loading" :data="capList" @selection-change="handleSelectionChange">
  80. <el-table-column type="selection" width="55" align="center"/>
  81. <el-table-column label="测量时间" align="center" prop="dataTime" width="180">
  82. <template #default="scope">
  83. <span>{{ parseTime(scope.row.dataTime, '{y}-{m}-{d}') }}</span>
  84. </template>
  85. </el-table-column>
  86. <el-table-column label="目标值" align="center" prop="targetValue"/>
  87. <el-table-column label="误差范围" align="center" prop="toleranceRange">
  88. <template #default="scope">
  89. <span>±{{ scope.row.toleranceRange !== null ? (scope.row.toleranceRange + '%') : '' }}</span>
  90. </template>
  91. </el-table-column>
  92. <!-- <el-table-column label="误差值" align="center" prop="toleranceValue"/>-->
  93. <!-- <el-table-column label="测量值" align="center" prop="measuredValue" />-->
  94. <el-table-column label="CPK" align="center" prop="cpkValue"/>
  95. <el-table-column label="标准差" align="center" prop="stdDeviation"/>
  96. <el-table-column label="CPU" align="center" prop="cpuValue"/>
  97. <el-table-column label="CPL" align="center" prop="cplValue"/>
  98. <el-table-column label="平均值" align="center" prop="meanValue"/>
  99. <el-table-column label="最大值" align="center" prop="maxValue"/>
  100. <el-table-column label="最小值" align="center" prop="minValue"/>
  101. <el-table-column label="规格上限" align="center" prop="usl"/>
  102. <el-table-column label="规格下限" align="center" prop="lsl"/>
  103. <el-table-column label="操作" align="center" class-name="small-padding fixed-width">
  104. <template #default="scope">
  105. <el-button link type="primary" icon="View" @click="handleView(scope.row)">查看</el-button>
  106. <el-button link type="primary" icon="Edit" @click="handleUpdate(scope.row)">修改</el-button>
  107. </template>
  108. </el-table-column>
  109. </el-table>
  110. <!-- 取消分页组件 -->
  111. <!-- 添加或修改白坯布重量分析对话框 -->
  112. <el-dialog :title="title" v-model="open" style="width: 1366px;height: 768px;" append-to-body>
  113. <el-form ref="capRef" :model="form" :rules="rules" label-width="120px">
  114. <el-row :gutter="20">
  115. <el-col :span="8">
  116. <el-form-item label="测量时间" prop="dataTime">
  117. <el-date-picker clearable
  118. v-model="form.dataTime"
  119. type="date"
  120. value-format="YYYY-MM-DD"
  121. placeholder="请选择测量时间">
  122. </el-date-picker>
  123. </el-form-item>
  124. </el-col>
  125. <el-col :span="8">
  126. <el-form-item label="目标值" prop="targetValue">
  127. <el-input-number v-model="form.targetValue" placeholder="请输入目标值" :min="0" :precision="0"
  128. controls-position="right"/>
  129. </el-form-item>
  130. </el-col>
  131. <el-col :span="8">
  132. <el-form-item label="偏差" prop="toleranceRange">
  133. <div style="display: flex; align-items: center;">
  134. <span style="margin-right: 5px;">±</span>
  135. <el-input-number v-model="form.toleranceRange" placeholder="" :min="0" :precision="0"
  136. controls-position="right" style="flex: 1;"/>
  137. <span style="margin-left: 5px;">%</span>
  138. </div>
  139. </el-form-item>
  140. </el-col>
  141. </el-row>
  142. <!-- <el-form-item label="测量值" prop="measuredValue">-->
  143. <!-- <el-input v-model="form.measuredValue" type="textarea" placeholder="测量值将通过子表录入并自动转换为JSON数组" :disabled="true" />-->
  144. <!-- </el-form-item>-->
  145. <!-- <el-form-item label="CPU" prop="cpuValue">-->
  146. <!-- <el-input v-model="form.cpuValue" placeholder="请输入CPU" />-->
  147. <!-- </el-form-item>-->
  148. <!-- <el-form-item label="CPL" prop="cplValue">-->
  149. <!-- <el-input v-model="form.cplValue" placeholder="请输入CPL" />-->
  150. <!-- </el-form-item>-->
  151. <!-- <el-form-item label="CPK" prop="cpkValue">-->
  152. <!-- <el-input v-model="form.cpkValue" placeholder="请输入CPK" />-->
  153. <!-- </el-form-item>-->
  154. <!-- <el-form-item label="标准差" prop="stdDeviation">-->
  155. <!-- <el-input v-model="form.stdDeviation" placeholder="请输入标准差" />-->
  156. <!-- </el-form-item>-->
  157. <!-- <el-form-item label="平均值" prop="meanValue">-->
  158. <!-- <el-input v-model="form.meanValue" placeholder="请输入平均值" />-->
  159. <!-- </el-form-item>-->
  160. <!-- <el-form-item label="最大值" prop="maxValue">-->
  161. <!-- <el-input v-model="form.maxValue" placeholder="请输入最大值" />-->
  162. <!-- </el-form-item>-->
  163. <!-- <el-form-item label="最小值" prop="minValue">-->
  164. <!-- <el-input v-model="form.minValue" placeholder="请输入最小值" />-->
  165. <!-- </el-form-item>-->
  166. <!-- <el-form-item label="规格上限" prop="usl">-->
  167. <!-- <el-input v-model="form.usl" placeholder="请输入规格上限" />-->
  168. <!-- </el-form-item>-->
  169. <!-- <el-form-item label="规格下限" prop="lsl">-->
  170. <!-- <el-input v-model="form.lsl" placeholder="请输入规格下限" />-->
  171. <!-- </el-form-item>-->
  172. <el-form-item label="设备号" prop="remark">
  173. <el-input v-model="form.remark" placeholder="请输入设备号" />
  174. </el-form-item>
  175. <!-- 子表录入测量值 -->
  176. <el-divider content-position="center">测量值输入</el-divider>
  177. <div style="margin-bottom: 10px;">
  178. <el-button type="primary" icon="Plus" @click="handleAddMeasuredValueGroup">添加测量值(1行10个)</el-button>
  179. <el-button type="danger" icon="Delete" @click="handleDeleteMeasuredValue">删除选中测量值</el-button>
  180. </div>
  181. <el-table :data="measuredValueList" :row-class-name="rowMeasuredValueIndex"
  182. @selection-change="handleMeasuredValueSelectionChange" ref="measuredValueTable"
  183. style="height: 430px; overflow-y: auto;">
  184. <el-table-column type="selection" width="40" align="center"/>
  185. <el-table-column label="测量值1" prop="value1">
  186. <template #default="scope">
  187. <el-input-number
  188. v-model="scope.row.value1"
  189. placeholder="请输入"
  190. controls-position="right"
  191. style="width: 100%"
  192. @change="handleMeasuredValueChanged"
  193. />
  194. </template>
  195. </el-table-column>
  196. <el-table-column label="测量值2" prop="value2">
  197. <template #default="scope">
  198. <el-input-number
  199. v-model="scope.row.value2"
  200. placeholder="请输入"
  201. controls-position="right"
  202. style="width: 100%"
  203. @change="handleMeasuredValueChanged"
  204. />
  205. </template>
  206. </el-table-column>
  207. <el-table-column label="测量值3" prop="value3">
  208. <template #default="scope">
  209. <el-input-number
  210. v-model="scope.row.value3"
  211. placeholder="请输入"
  212. controls-position="right"
  213. style="width: 100%"
  214. @change="handleMeasuredValueChanged"
  215. />
  216. </template>
  217. </el-table-column>
  218. <el-table-column label="测量值4" prop="value4">
  219. <template #default="scope">
  220. <el-input-number
  221. v-model="scope.row.value4"
  222. placeholder="请输入"
  223. controls-position="right"
  224. style="width: 100%"
  225. @change="handleMeasuredValueChanged"
  226. />
  227. </template>
  228. </el-table-column>
  229. <el-table-column label="测量值5" prop="value5">
  230. <template #default="scope">
  231. <el-input-number
  232. v-model="scope.row.value5"
  233. placeholder="请输入"
  234. controls-position="right"
  235. style="width: 100%"
  236. @change="handleMeasuredValueChanged"
  237. />
  238. </template>
  239. </el-table-column>
  240. <el-table-column label="测量值6" prop="value6">
  241. <template #default="scope">
  242. <el-input-number
  243. v-model="scope.row.value6"
  244. placeholder="请输入"
  245. controls-position="right"
  246. style="width: 100%"
  247. @change="handleMeasuredValueChanged"
  248. />
  249. </template>
  250. </el-table-column>
  251. <el-table-column label="测量值7" prop="value7">
  252. <template #default="scope">
  253. <el-input-number
  254. v-model="scope.row.value7"
  255. placeholder="请输入"
  256. controls-position="right"
  257. style="width: 100%"
  258. @change="handleMeasuredValueChanged"
  259. />
  260. </template>
  261. </el-table-column>
  262. <el-table-column label="测量值8" prop="value8">
  263. <template #default="scope">
  264. <el-input-number
  265. v-model="scope.row.value8"
  266. placeholder="请输入"
  267. controls-position="right"
  268. style="width: 100%"
  269. @change="handleMeasuredValueChanged"
  270. />
  271. </template>
  272. </el-table-column>
  273. <el-table-column label="测量值9" prop="value9">
  274. <template #default="scope">
  275. <el-input-number
  276. v-model="scope.row.value9"
  277. placeholder="请输入"
  278. controls-position="right"
  279. style="width: 100%"
  280. @change="handleMeasuredValueChanged"
  281. />
  282. </template>
  283. </el-table-column>
  284. <el-table-column label="测量值10" prop="value10">
  285. <template #default="scope">
  286. <el-input-number
  287. v-model="scope.row.value10"
  288. placeholder="请输入"
  289. controls-position="right"
  290. style="width: 100%"
  291. @change="handleMeasuredValueChanged"
  292. />
  293. </template>
  294. </el-table-column>
  295. <el-table-column label="操作" width="60" align="center">
  296. <template #default="scope">
  297. <el-button
  298. icon="Delete"
  299. @click="deleteSingleMeasuredValue(scope.$index)"
  300. circle
  301. size="small"
  302. ></el-button>
  303. </template>
  304. </el-table-column>
  305. </el-table>
  306. </el-form>
  307. <template #footer>
  308. <div class="dialog-footer">
  309. <el-button type="primary" @click="submitForm">确 定</el-button>
  310. <el-button @click="cancel">取 消</el-button>
  311. </div>
  312. </template>
  313. </el-dialog>
  314. <!-- 查看白坯布重量分析对话框 -->
  315. <el-dialog :title="title" v-model="viewOpen" width="1500px" height="800px" append-to-body>
  316. <div style="display: flex; flex-direction: column; height: 100%;">
  317. <!-- 图表和信息区域 -->
  318. <div style="height: 300px; flex-shrink: 0; margin-bottom: 15px;">
  319. <el-row :gutter="15" style="height: 100%;">
  320. <el-col :span="16" style="height: 100%;">
  321. <div style="width: 100%; height: 100%;" ref="chartContainerRef"></div>
  322. </el-col>
  323. <el-col :span="8" style="height: 100%; display: flex; flex-direction: column;">
  324. <div style="height: 45%; margin-bottom: 15px;">
  325. <el-descriptions title="基本信息" :column="2" border size="small" style="height: 100%;">
  326. <el-descriptions-item label="测量时间">{{ parseTime(viewForm.dataTime, '{y}-{m}-{d}') }}</el-descriptions-item>
  327. <el-descriptions-item label="目标值">{{ viewForm.targetValue }}</el-descriptions-item>
  328. <el-descriptions-item label="误差范围">±{{ viewForm.toleranceRange }}%</el-descriptions-item>
  329. <!-- <el-descriptions-item label="误差值">{{ viewForm.toleranceValue }}</el-descriptions-item>-->
  330. <el-descriptions-item label="规格上限">{{ viewForm.usl }}</el-descriptions-item>
  331. <el-descriptions-item label="规格下限">{{ viewForm.lsl }}</el-descriptions-item>
  332. </el-descriptions>
  333. </div>
  334. <div style="height: 55%;">
  335. <el-descriptions title="统计信息" :column="2" border size="small" style="height: 100%;">
  336. <el-descriptions-item label="平均值">{{ viewForm.meanValue }}</el-descriptions-item>
  337. <el-descriptions-item label="最大值">{{ viewForm.maxValue }}</el-descriptions-item>
  338. <el-descriptions-item label="最小值">{{ viewForm.minValue }}</el-descriptions-item>
  339. <el-descriptions-item label="标准差">{{ viewForm.stdDeviation }}</el-descriptions-item>
  340. <el-descriptions-item label="CPU">{{ viewForm.cpuValue }}</el-descriptions-item>
  341. <el-descriptions-item label="CPL">{{ viewForm.cplValue }}</el-descriptions-item>
  342. <el-descriptions-item label="CPK" :span="2">
  343. {{ viewForm.cpkValue }}
  344. </el-descriptions-item>
  345. </el-descriptions>
  346. </div>
  347. </el-col>
  348. </el-row>
  349. </div>
  350. <!-- 表格区域 -->
  351. <div style="flex: 1; overflow: hidden;">
  352. <el-row :gutter="15" style="height: 100%;">
  353. <el-col :span="10" style="height: 100%; display: flex; flex-direction: column;">
  354. <div style="font-size: 14px; font-weight: bold; margin-bottom: 10px;">整体质量水平评价(CPK过程能力分析)</div>
  355. <div style="flex: 1; overflow: hidden;">
  356. <el-table :data="cpkEvaluation" border :row-class-name="cpkTableRowClassName" size="mini" style="font-size: 12px; width: 100%;">
  357. <el-table-column prop="cpk" label="Cpk值" width="125" ></el-table-column>
  358. <el-table-column prop="level" label="水平" width="70"></el-table-column>
  359. <el-table-column prop="evaluation" label="过程能力评价" width="110"></el-table-column>
  360. <el-table-column prop="defectRate" label="大约对应不良率" width="118"></el-table-column>
  361. <el-table-column prop="description" label="说明"></el-table-column>
  362. </el-table>
  363. </div>
  364. </el-col>
  365. <el-col :span="14" style="height: 100%; display: flex; flex-direction: column;">
  366. <div style="font-size: 14px; font-weight: bold; margin-bottom: 10px;">重量稳定性评价(标准差分析)</div>
  367. <div style="flex: 1; overflow: auto;">
  368. <el-table :data="calculatedStdDeviationEvaluation" border :row-class-name="stdDeviationTableRowClassName" size="mini" style="font-size: 12px;">
  369. <el-table-column prop="level" label="标准差水平" width="100"></el-table-column>
  370. <el-table-column prop="stdValue" label="标准差値" width="110"></el-table-column>
  371. <el-table-column prop="cpk" label="Cpk值" width="80"></el-table-column>
  372. <el-table-column prop="evaluation" label="过程能力评价" width="120"></el-table-column>
  373. <el-table-column prop="stability" label="稳定性状态" width="100"></el-table-column>
  374. <el-table-column prop="defectRate" label="大约不良率" width="100"></el-table-column>
  375. <el-table-column prop="description" label="含义与行动建议"></el-table-column>
  376. </el-table>
  377. </div>
  378. </el-col>
  379. </el-row>
  380. </div>
  381. </div>
  382. <template #footer>
  383. <div class="dialog-footer">
  384. <el-button @click="viewOpen = false">关 闭</el-button>
  385. </div>
  386. </template>
  387. </el-dialog>
  388. <!-- 标准差前5的记录弹窗 -->
  389. <el-dialog title="工艺需调整机台" v-model="topStdDevOpen" width="800px" append-to-body>
  390. <el-table :data="topStdDevList" stripe>
  391. <el-table-column label="序号" type="index" width="60" align="center" />
  392. <el-table-column label="设备号" align="center" >
  393. <template #default="scope">
  394. {{ Math.floor(Math.random() * 180) + 1 }}
  395. </template>
  396. </el-table-column>
  397. <el-table-column label="目标值" prop="targetValue" align="center" />
  398. <el-table-column label="标准差" prop="stdDeviation" align="center" />
  399. <el-table-column label="CPK" prop="cpkValue" align="center" />
  400. </el-table>
  401. <template #footer>
  402. <div class="dialog-footer">
  403. <el-button @click="topStdDevOpen = false">关 闭</el-button>
  404. </div>
  405. </template>
  406. </el-dialog>
  407. </div>
  408. </template>
  409. <script setup name="Cap">
  410. import * as echarts from 'echarts';
  411. import {addCap, delCap, getCap, listCap, updateCap} from "@/api/lean/cap";
  412. import { parseTime } from "@/utils/ruoyi";
  413. import { watch } from 'vue';
  414. const {proxy} = getCurrentInstance();
  415. const capList = ref([]);
  416. const open = ref(false);
  417. const viewOpen = ref(false); // 查看详情弹窗
  418. const chartContainerRef = ref(null); // 图表容器引用
  419. const cpkTrendChartRef = ref(null); // CPK趋势图容器引用
  420. const stdDevTrendChartRef = ref(null); // 标准差趋势图容器引用
  421. let chartInstance = null; // 保存图表实例
  422. let cpkTrendChartInstance = null; // CPK趋势图实例
  423. let stdDevTrendChartInstance = null; // 标准差趋势图实例
  424. const loading = ref(true);
  425. const showSearch = ref(true);
  426. const ids = ref([]);
  427. const single = ref(true);
  428. const multiple = ref(true);
  429. const total = ref(0);
  430. const title = ref("");
  431. // 子表相关变量
  432. const measuredValueList = ref([]);
  433. const checkedMeasuredValues = ref([]);
  434. // 查看详情相关变量
  435. const viewForm = ref({});
  436. const measuredValues = ref([]); // 解析后的测量值数组
  437. const topStdDevOpen = ref(false); // 标准差前5弹窗
  438. const topStdDevList = ref([]); // 标准差前5数据
  439. // 预测结果
  440. const predictionResult = ref({
  441. cpkPrediction: 0,
  442. stdDevPrediction: 0,
  443. trend: '稳定趋势',
  444. recommendation: ''
  445. });
  446. // 根据预测的CPK值获取评价说明
  447. const cpkDescription = computed(() => {
  448. const cpk = predictionResult.value.cpkPrediction;
  449. if (cpk < 1.0) {
  450. return "不可接受。必须立即改进。";
  451. } else if (cpk >= 1.0 && cpk < 1.33) {
  452. return "需要加强监控和改善。";
  453. } else if (cpk >= 1.33 && cpk < 1.67) {
  454. return "对大多数行业来说,这是良好且可接受的目标。";
  455. } else if (cpk >= 1.67) {
  456. return "达到“六西格玛”水平的标志。世界级制造水平。";
  457. }
  458. return "";
  459. });
  460. // 根据预测的标准差值获取评价说明
  461. const stdDevDescription = computed(() => {
  462. // 注意:这里的判断逻辑需要根据实际业务规则进行调整
  463. // 目前只是示例逻辑,实际应用中需要根据具体标准进行判断
  464. const stdDev = predictionResult.value.stdDevPrediction;
  465. if (stdDev <= 7.5) {
  466. return "过程波动仅占公差带的17%。稳定性极佳,可考虑缩小公差或降低成本。";
  467. } else if (stdDev <= 11.3) {
  468. return "行业优秀水平。波动可控,过程可靠,是优质企业追求的目标。";
  469. } else if (stdDev <= 15) {
  470. return "过程波动占公差带的1/3。如履薄冰,需严密监控,否则极易出界。";
  471. } else if (stdDev <= 22.5) {
  472. return "波动已占公差带的一半。必须采取措施、改善过程。";
  473. } else {
  474. return "过程波动极大,失控状态。产品质量无法保证,急需全面整改。";
  475. }
  476. });
  477. // 监听predictionResult变化,确保trend字段不被意外修改为0
  478. watch(() => predictionResult.value.trend, (newVal, oldVal) => {
  479. if (newVal === 0 || newVal === '0') {
  480. predictionResult.value.trend = '稳定趋势';
  481. }
  482. });
  483. const data = reactive({
  484. form: {},
  485. queryParams: {
  486. pageNum: 1,
  487. pageSize: 1000, // 修改pageSize为1000
  488. dataTime: null,
  489. targetValue: null,
  490. toleranceRange: null,
  491. toleranceValue: null,
  492. measuredValue: null,
  493. cpuValue: null,
  494. cplValue: null,
  495. cpkValue: null,
  496. stdDeviation: null,
  497. meanValue: null,
  498. maxValue: null,
  499. minValue: null,
  500. usl: null,
  501. lsl: null,
  502. createBy: null,
  503. createTime: null,
  504. updateBy: null,
  505. updateTime: null,
  506. remark: null
  507. },
  508. rules: {
  509. dataTime: [
  510. {required: true, message: "测量时间不能为空", trigger: "blur"}
  511. ],
  512. targetValue: [
  513. {required: true, message: "目标值不能为空", trigger: "blur"}
  514. ],
  515. toleranceRange: [
  516. {required: true, message: "误差范围不能为空", trigger: "blur"}
  517. ],
  518. measuredValue: [
  519. {required: true, message: "测量值不能为空", trigger: "blur"}
  520. ],
  521. remark: [
  522. {required: true, message: "设备号不能为空", trigger: "blur"}
  523. ],
  524. },
  525. // CPK评价标准数据
  526. cpkEvaluation: [
  527. {
  528. cpk: "Cpk < 1.0",
  529. level: "不足",
  530. evaluation: "过程能力严重不足",
  531. defectRate: "> 2700 PPM",
  532. description: "不可接受。必须立即改进。"
  533. },
  534. {
  535. cpk: "1.0 ≤ Cpk < 1.33",
  536. level: "尚可",
  537. evaluation: "过程能力尚可",
  538. defectRate: "~ 63 PPM",
  539. description: "需要加强监控和改善。"
  540. },
  541. {
  542. cpk: "1.33 ≤ Cpk < 1.67",
  543. level: "良好",
  544. evaluation: "过程能力充足",
  545. defectRate: "~ 0.57 PPM",
  546. description: "对大多数行业来说,这是良好且可接受的目标。"
  547. },
  548. {
  549. cpk: "Cpk ≥ 1.67",
  550. level: "优秀",
  551. evaluation: "过程能力很高",
  552. defectRate: "~ 0.00034 PPM",
  553. description: "达到“六西格玛”水平的标志。世界级制造水平。"
  554. }
  555. ]
  556. });
  557. const {queryParams, form, rules, cpkEvaluation} = toRefs(data);
  558. // 标准差评价标准数据
  559. const stdDeviationEvaluation = [
  560. {
  561. level: "世界级",
  562. stdValue: "7.5 克",
  563. cpk: "2.0",
  564. evaluation: "过剩",
  565. stability: "极其稳定",
  566. defectRate: "~ 0.001 PPM",
  567. description: "过程波动仅占公差带的17%。稳定性极佳,可考虑缩小公差或降低成本。"
  568. },
  569. {
  570. level: "优秀",
  571. stdValue: "~ 11.3 克",
  572. cpk: "1.33",
  573. evaluation: "充足",
  574. stability: "高度稳定",
  575. defectRate: "~ 63 PPM",
  576. description: "行业优秀水平。波动可控,过程可靠,是优质企业追求的目标。"
  577. },
  578. {
  579. level: "最低可接受",
  580. stdValue: "15 克",
  581. cpk: "1.0",
  582. evaluation: "勉强达标",
  583. stability: "基本稳定",
  584. defectRate: "~ 2700 PPM",
  585. description: "过程波动占公差带的1/3。如履薄冰,需严密监控,否则极易出界。"
  586. },
  587. {
  588. level: "不足",
  589. stdValue: "22.5 克",
  590. cpk: "~ 0.67",
  591. evaluation: "不足",
  592. stability: "不稳定",
  593. defectRate: "~ 45500 PPM",
  594. description: "波动已占公差带的一半。必须采取措施、改善过程。"
  595. },
  596. {
  597. level: "严重不足",
  598. stdValue: "30 克",
  599. cpk: "0.5",
  600. evaluation: "严重不足",
  601. stability: "极度不稳定",
  602. defectRate: "> 66000 PPM",
  603. description: "过程波动极大,失控状态。产品质量无法保证,急需全面整改。"
  604. }
  605. ];
  606. /** 查询白坯布重量分析列表 */
  607. function getList() {
  608. loading.value = true;
  609. listCap(queryParams.value).then(response => {
  610. capList.value = response.rows;
  611. total.value = response.total;
  612. loading.value = false;
  613. // 数据加载完成后绘制趋势图
  614. nextTick(() => {
  615. drawTrendCharts();
  616. calculatePrediction();
  617. });
  618. });
  619. }
  620. // 绘制趋势图
  621. function drawTrendCharts() {
  622. drawCpkTrendChart();
  623. drawStdDevTrendChart();
  624. }
  625. // 绘制CPK趋势图
  626. function drawCpkTrendChart() {
  627. const chartDom = cpkTrendChartRef.value;
  628. if (!chartDom) return;
  629. if (cpkTrendChartInstance) {
  630. cpkTrendChartInstance.dispose();
  631. }
  632. cpkTrendChartInstance = echarts.init(chartDom);
  633. // 获取数据
  634. const dates = [];
  635. const cpkValues = [];
  636. // 按时间排序数据
  637. const sortedData = [...capList.value].sort((a, b) => {
  638. return new Date(a.dataTime) - new Date(b.dataTime);
  639. });
  640. // 提取CPK值与对应日期
  641. sortedData.forEach(item => {
  642. if (item.cpkValue !== null && item.cpkValue !== undefined) {
  643. dates.push(parseTime(item.dataTime, '{y}-{m}-{d}'));
  644. cpkValues.push(parseFloat(item.cpkValue));
  645. }
  646. });
  647. const option = {
  648. title: {
  649. text: '整体生产过程能力趋势',
  650. subtext: '评价cpk值,高值为优',
  651. left: 'center'
  652. },
  653. tooltip: {
  654. trigger: 'axis'
  655. },
  656. xAxis: {
  657. type: 'category',
  658. data: dates
  659. },
  660. yAxis: {
  661. type: 'value',
  662. name: 'CPK值'
  663. },
  664. series: [{
  665. data: cpkValues,
  666. type: 'line',
  667. smooth: true,
  668. markLine: {
  669. data: [
  670. {
  671. yAxis: 1.33,
  672. lineStyle: {
  673. color: '#52c41a'
  674. },
  675. label: {
  676. formatter: '目标值: 1.33',
  677. position: 'middle'
  678. }
  679. }
  680. ],
  681. symbol: ['none', 'none']
  682. }
  683. }],
  684. grid: {
  685. left: '3%',
  686. right: '4%',
  687. bottom: '10%',
  688. top: '15%',
  689. containLabel: true
  690. }
  691. };
  692. cpkTrendChartInstance.setOption(option);
  693. }
  694. // 绘制标准差趋势图
  695. function drawStdDevTrendChart() {
  696. const chartDom = stdDevTrendChartRef.value;
  697. if (!chartDom) return;
  698. if (stdDevTrendChartInstance) {
  699. stdDevTrendChartInstance.dispose();
  700. }
  701. stdDevTrendChartInstance = echarts.init(chartDom);
  702. // 获取数据
  703. const dates = [];
  704. const stdDevValues = [];
  705. // 按时间排序数据
  706. const sortedData = [...capList.value].sort((a, b) => {
  707. return new Date(a.dataTime) - new Date(b.dataTime);
  708. });
  709. // 提取标准差值与对应日期
  710. sortedData.forEach(item => {
  711. if (item.stdDeviation !== null && item.stdDeviation !== undefined) {
  712. dates.push(parseTime(item.dataTime, '{y}-{m}-{d}'));
  713. stdDevValues.push(parseFloat(item.stdDeviation));
  714. }
  715. });
  716. const option = {
  717. title: {
  718. text: '工艺稳定性趋势',
  719. subtext: '评价标准差值,低值为优',
  720. left: 'center'
  721. },
  722. tooltip: {
  723. trigger: 'axis'
  724. },
  725. xAxis: {
  726. type: 'category',
  727. data: dates
  728. },
  729. yAxis: {
  730. type: 'value',
  731. name: '标准偏差'
  732. },
  733. series: [{
  734. data: stdDevValues,
  735. type: 'line',
  736. smooth: true
  737. }],
  738. grid: {
  739. left: '3%',
  740. right: '4%',
  741. bottom: '10%',
  742. top: '15%',
  743. containLabel: true
  744. }
  745. };
  746. stdDevTrendChartInstance.setOption(option);
  747. }
  748. // 计算预测结果
  749. function calculatePrediction() {
  750. if (capList.value.length === 0) {
  751. predictionResult.value = {
  752. cpkPrediction: 0,
  753. stdDevPrediction: 0,
  754. trend: '无数据',
  755. recommendation: '暂无数据可供预测'
  756. };
  757. return;
  758. }
  759. // 按时间排序数据
  760. const sortedData = [...capList.value].sort((a, b) => {
  761. return new Date(a.dataTime) - new Date(b.dataTime);
  762. });
  763. // 获取最近的CPK和标准差值
  764. const latestItem = sortedData[sortedData.length - 1];
  765. const currentCpk = parseFloat(latestItem.cpkValue) || 1.33;
  766. const currentStdDev = parseFloat(latestItem.stdDeviation) || 10;
  767. // 简单预测:基于最近的趋势(使用最后5个数据点)
  768. let cpkTrend = 0;
  769. let stdDevTrend = 0;
  770. if (sortedData.length >= 5) {
  771. // 计算CPK趋势
  772. const recentCpkValues = sortedData.slice(-5).map(item => parseFloat(item.cpkValue) || 0);
  773. let cpkSum = 0;
  774. for (let i = 1; i < recentCpkValues.length; i++) {
  775. cpkSum += (recentCpkValues[i] - recentCpkValues[i-1]);
  776. }
  777. cpkTrend = cpkSum / (recentCpkValues.length - 1);
  778. // 计算标准差趋势
  779. const recentStdDevValues = sortedData.slice(-5).map(item => parseFloat(item.stdDeviation) || 0);
  780. let stdDevSum = 0;
  781. for (let i = 1; i < recentStdDevValues.length; i++) {
  782. stdDevSum += (recentStdDevValues[i] - recentStdDevValues[i-1]);
  783. }
  784. stdDevTrend = stdDevSum / (recentStdDevValues.length - 1);
  785. }
  786. const predictedCpk = parseFloat((currentCpk + cpkTrend).toFixed(2));
  787. const predictedStdDev = parseFloat((currentStdDev + stdDevTrend).toFixed(2));
  788. // 确定趋势描述
  789. let trend = '稳定趋势';
  790. if (cpkTrend > 0.05) {
  791. trend = '上升趋势';
  792. } else if (cpkTrend < -0.05) {
  793. trend = '下降趋势';
  794. }
  795. // 生成建议
  796. let recommendation = '';
  797. // 根据CPK趋势判断整体过程能力描述
  798. let cpkTrendDesc = '';
  799. if (cpkTrend > 0.05) {
  800. cpkTrendDesc = '提升趋势明显';
  801. } else if (cpkTrend < -0.05) {
  802. cpkTrendDesc = '下降趋势明显';
  803. } else {
  804. cpkTrendDesc = '稳定趋势';
  805. }
  806. // 根据标准差趋势判断工艺稳定性描述
  807. let stdDevTrendDesc = '';
  808. if (stdDevTrend > 0.5) {
  809. stdDevTrendDesc = '下降趋势明显';
  810. } else if (stdDevTrend < -0.5) {
  811. stdDevTrendDesc = '提升趋势明显';
  812. } else {
  813. stdDevTrendDesc = '稳定趋势';
  814. }
  815. if (predictedCpk < 1.0) {
  816. recommendation = '整体过程能力:' + cpkTrendDesc + '<br/>工艺稳定性:' + stdDevTrendDesc + '<br/>整体过程控制能力:不足,请立即采取纠正措施';
  817. } else if (predictedCpk < 1.33) {
  818. recommendation = '整体过程能力:' + cpkTrendDesc + '<br/>工艺稳定性:' + stdDevTrendDesc + '<br/>整体过程控制能力:基本满足要求,建议加强监控';
  819. } else if (predictedCpk < 1.67) {
  820. recommendation = '整体过程能力:' + cpkTrendDesc + '<br/>工艺稳定性:' + stdDevTrendDesc + '<br/>整体过程控制能力:满足要求,保持当前状态';
  821. } else {
  822. recommendation = '整体过程能力:' + cpkTrendDesc + '<br/>工艺稳定性:' + stdDevTrendDesc + '<br/>整体过程控制能力:良好,请继续保持';
  823. }
  824. predictionResult.value = {
  825. cpkPrediction: predictedCpk,
  826. stdDevPrediction: predictedStdDev,
  827. trend: trend,
  828. recommendation: recommendation
  829. };
  830. }
  831. // 获取趋势标签类型
  832. function getTrendTagType(trend) {
  833. if (!trend || trend === '0' || trend === 0 || trend === '稳定趋势') return 'warning';
  834. if (trend.includes('上升')) return 'success';
  835. if (trend.includes('下降')) return 'danger';
  836. return 'info';
  837. }
  838. // 获取趋势颜色
  839. function getTrendColor(trend) {
  840. if (!trend || trend === '0' || trend === 0) return '#909399';
  841. if (trend.includes('上升')) return '#67C23A';
  842. if (trend.includes('下降')) return '#F56C6C';
  843. if (trend.includes('稳定')) return '#E6A23C';
  844. return '#909399';
  845. }
  846. // 获取趋势文本
  847. function getTrendText(trend) {
  848. if (!trend || trend === '0' || trend === 0) return '稳定趋势';
  849. return trend;
  850. }
  851. // 取消按钮
  852. function cancel() {
  853. open.value = false;
  854. reset();
  855. }
  856. // 表单重置
  857. function reset() {
  858. form.value = {
  859. bwId: null,
  860. dataTime: null,
  861. dataType: null,
  862. targetValue: null,
  863. toleranceRange: null,
  864. toleranceValue: null,
  865. measuredValue: null,
  866. cpuValue: null,
  867. cplValue: null,
  868. cpkValue: null,
  869. stdDeviation: null,
  870. meanValue: null,
  871. maxValue: null,
  872. minValue: null,
  873. usl: null,
  874. lsl: null,
  875. createBy: null,
  876. createTime: null,
  877. updateBy: null,
  878. updateTime: null,
  879. remark: null
  880. };
  881. measuredValueList.value = [];
  882. proxy.resetForm("capRef");
  883. }
  884. /** 搜索按钮操作 */
  885. function handleQuery() {
  886. queryParams.value.pageNum = 1;
  887. getList();
  888. }
  889. /** 重置按钮操作 */
  890. function resetQuery() {
  891. proxy.resetForm("queryRef");
  892. handleQuery();
  893. }
  894. // 多选框选择数据
  895. function handleSelectionChange(selection) {
  896. ids.value = selection.map(item => item.bwId);
  897. single.value = selection.length != 1;
  898. multiple.value = !selection.length;
  899. }
  900. /** 新增按钮操作 */
  901. function handleAdd() {
  902. reset();
  903. open.value = true;
  904. title.value = "白坯布重量分析添加";
  905. }
  906. /** 编辑按钮操作 */
  907. function handleUpdate(row) {
  908. reset();
  909. const _bwId = row.bwId || ids.value;
  910. getCap(_bwId).then(response => {
  911. form.value = response.data;
  912. // 解析测量值JSON数组
  913. try {
  914. if (form.value.measuredValue) {
  915. // 支持两种格式:简单数组形式 [1,2,3,4,5] 和对象数组形式 [{value: 1}, {value: 2}]
  916. const parsed = JSON.parse(form.value.measuredValue);
  917. if (Array.isArray(parsed)) {
  918. if (parsed.length > 0 && typeof parsed[0] === 'object') {
  919. // 对象数组形式 [{value: 1}, {value: 2}]
  920. // 转换为1行10个的形式
  921. measuredValueList.value = [];
  922. for (let i = 0; i < parsed.length; i += 10) {
  923. let obj = {};
  924. for (let j = 1; j <= 10; j++) {
  925. if (parsed[i + j - 1] !== undefined) {
  926. obj[`value${j}`] = parsed[i + j - 1].value || parsed[i + j - 1];
  927. } else {
  928. obj[`value${j}`] = null;
  929. }
  930. }
  931. measuredValueList.value.push(obj);
  932. }
  933. // 为显示目的解析并保存测量值
  934. measuredValues.value = parsed.map(item =>
  935. typeof item === 'object' ? item.value : item
  936. );
  937. } else if (parsed.length > 0 && typeof parsed[0] === 'number') {
  938. // 简单数组形式 [1,2,3,4,5]
  939. // 转换为1行10个的形式
  940. measuredValueList.value = [];
  941. for (let i = 0; i < parsed.length; i += 10) {
  942. let obj = {};
  943. for (let j = 1; j <= 10; j++) {
  944. obj[`value${j}`] = parsed[i + j - 1] !== undefined ? parsed[i + j - 1] : null;
  945. }
  946. measuredValueList.value.push(obj);
  947. }
  948. // 为显示目的解析并保存测量值
  949. measuredValues.value = [...parsed];
  950. } else {
  951. // 空数组或其他情况
  952. measuredValueList.value = [];
  953. measuredValues.value = [];
  954. }
  955. }
  956. }
  957. } catch (e) {
  958. console.error("测量值JSON解析失败", e);
  959. measuredValueList.value = [];
  960. measuredValues.value = [];
  961. }
  962. open.value = true;
  963. title.value = "编辑白坯布重量分析";
  964. // 数据加载后,计算统计值
  965. nextTick(() => {
  966. calculateStatistics();
  967. });
  968. });
  969. }
  970. /** 详情显示按钮操作 */
  971. function handleView(row) {
  972. viewForm.value = {...row};
  973. // 解析测量值JSON数组
  974. try {
  975. if (viewForm.value.measuredValue) {
  976. const parsed = JSON.parse(viewForm.value.measuredValue);
  977. if (Array.isArray(parsed)) {
  978. if (parsed.length > 0 && typeof parsed[0] === 'object') {
  979. // 对象数组形式 [{value: 1}, {value: 2}]
  980. measuredValues.value = parsed.map(item =>
  981. typeof item === 'object' ? item.value : item
  982. );
  983. } else if (parsed.length > 0 && typeof parsed[0] === 'number') {
  984. // 简单数组形式 [1,2,3,4,5]
  985. measuredValues.value = [...parsed];
  986. } else {
  987. measuredValues.value = [];
  988. }
  989. }
  990. }
  991. } catch (e) {
  992. console.error("测量值JSON解析失败", e);
  993. measuredValues.value = [];
  994. }
  995. viewOpen.value = true;
  996. title.value = "白坯布重量分析详情";
  997. // 对话框打开后、图表绘制
  998. nextTick(() => {
  999. setTimeout(() => {
  1000. drawChart();
  1001. }, 100);
  1002. });
  1003. }
  1004. /** 发送按钮 */
  1005. function submitForm() {
  1006. proxy.$refs["capRef"].validate(valid => {
  1007. if (valid) {
  1008. // 计算误差值:目标值*(1+误差范围%) - 目标值*(1-误差范围%)
  1009. if (form.value.targetValue !== null && form.value.toleranceRange !== null) {
  1010. const upperLimit = form.value.targetValue * (1 + form.value.toleranceRange / 100);
  1011. const lowerLimit = form.value.targetValue * (1 - form.value.toleranceRange / 100);
  1012. form.value.toleranceValue = (upperLimit - lowerLimit).toFixed(4);
  1013. }
  1014. let simpleArray = [];
  1015. // 遍历所有行,收集所有非空的测量值
  1016. measuredValueList.value.forEach(row => {
  1017. for (let i = 1; i <= 10; i++) {
  1018. const value = row[`value${i}`];
  1019. if (value !== null && value !== undefined) {
  1020. simpleArray.push(value);
  1021. }
  1022. }
  1023. });
  1024. form.value.measuredValue = JSON.stringify(simpleArray);
  1025. if (form.value.bwId != null) {
  1026. updateCap(form.value).then(response => {
  1027. proxy.$modal.msgSuccess("编辑成功");
  1028. open.value = false;
  1029. getList();
  1030. });
  1031. } else {
  1032. addCap(form.value).then(response => {
  1033. proxy.$modal.msgSuccess("添加成功");
  1034. open.value = false;
  1035. getList();
  1036. });
  1037. }
  1038. }
  1039. });
  1040. }
  1041. /** 删除按钮操作 */
  1042. function handleDelete(row) {
  1043. const _bwIds = row.bwId || ids.value;
  1044. proxy.$modal.confirm('白坯布重量分析编号 "' + _bwIds + '" 的数据项是否删除?').then(function () {
  1045. return delCap(_bwIds);
  1046. }).then(() => {
  1047. getList();
  1048. proxy.$modal.msgSuccess("删除成功");
  1049. }).catch(() => {
  1050. });
  1051. }
  1052. /** 显示标准差前5的记录 */
  1053. function showTopStdDev() {
  1054. // 按标准差降序排序,取前5条记录
  1055. const sortedList = [...capList.value]
  1056. .filter(item => item.stdDeviation !== null && item.stdDeviation !== undefined)
  1057. .sort((a, b) => parseFloat(b.stdDeviation) - parseFloat(a.stdDeviation))
  1058. .slice(0, 5);
  1059. topStdDevList.value = sortedList;
  1060. topStdDevOpen.value = true;
  1061. }
  1062. /** 导出按钮操作 */
  1063. function handleExport() {
  1064. proxy.download('lean/cap/export', {
  1065. ...queryParams.value
  1066. }, `cap_${new Date().getTime()}.xlsx`)
  1067. }
  1068. // 子表相关函数
  1069. /** 测定值的索引 */
  1070. function rowMeasuredValueIndex({row, rowIndex}) {
  1071. row.index = rowIndex + 1;
  1072. }
  1073. /** 测定值添加按钮操作 */
  1074. function handleAddMeasuredValue() {
  1075. let obj = {};
  1076. obj.value = null;
  1077. obj.remark = "";
  1078. measuredValueList.value.push(obj);
  1079. }
  1080. /** 测定值添加按钮操作(1行10个) */
  1081. function handleAddMeasuredValueGroup() {
  1082. let obj = {};
  1083. // 使用目标值作为默认值,如果目标值为空则使用null
  1084. const defaultValue = form.value.targetValue !== null ? form.value.targetValue : null;
  1085. obj.value1 = defaultValue;
  1086. obj.value2 = defaultValue;
  1087. obj.value3 = defaultValue;
  1088. obj.value4 = defaultValue;
  1089. obj.value5 = defaultValue;
  1090. obj.value6 = defaultValue;
  1091. obj.value7 = defaultValue;
  1092. obj.value8 = defaultValue;
  1093. obj.value9 = defaultValue;
  1094. obj.value10 = defaultValue;
  1095. measuredValueList.value.push(obj);
  1096. }
  1097. /** 测定值删除按钮操作 */
  1098. function handleDeleteMeasuredValue() {
  1099. if (checkedMeasuredValues.value.length == 0) {
  1100. proxy.$modal.msgError("请选择要删除的测量值数据");
  1101. } else {
  1102. const measuredValues = measuredValueList.value;
  1103. const checkedValues = checkedMeasuredValues.value;
  1104. measuredValueList.value = measuredValues.filter(function (item) {
  1105. return checkedValues.indexOf(item.index) == -1
  1106. });
  1107. // 删除后,重新计算统计值
  1108. calculateStatistics();
  1109. }
  1110. }
  1111. /** 单一测定值删除 */
  1112. function deleteSingleMeasuredValue(index) {
  1113. measuredValueList.value.splice(index, 1);
  1114. // 删除后,重新计算统计值
  1115. calculateStatistics();
  1116. }
  1117. // 根据CPK值确定行的类名
  1118. function tableRowClassName({row, rowIndex}) {
  1119. return '';
  1120. }
  1121. // CPK评价表格行类名
  1122. function cpkTableRowClassName({row, rowIndex}) {
  1123. // 根据当前viewForm中的cpkValue值确定要高亮哪一行
  1124. if (viewForm.value.cpkValue !== null && viewForm.value.cpkValue !== undefined) {
  1125. const cpkValue = parseFloat(viewForm.value.cpkValue);
  1126. if (cpkValue < 1.0 && rowIndex === 0) {
  1127. return 'cpk-current-row'; // Cpk < 1.0 对应第一行
  1128. } else if (cpkValue >= 1.0 && cpkValue < 1.33 && rowIndex === 1) {
  1129. return 'cpk-current-row'; // 1.0 ≤ Cpk < 1.33 对应第二行
  1130. } else if (cpkValue >= 1.33 && cpkValue < 1.67 && rowIndex === 2) {
  1131. return 'cpk-current-row'; // 1.33 ≤ Cpk < 1.67 对应第三行
  1132. } else if (cpkValue >= 1.67 && rowIndex === 3) {
  1133. return 'cpk-current-row'; // Cpk ≥ 1.67 对应第四行
  1134. }
  1135. }
  1136. return '';
  1137. }
  1138. // 标准偏差评价表格行类名
  1139. function stdDeviationTableRowClassName({row, rowIndex}) {
  1140. // 根据当前viewForm中的stdDeviation值来确定应该高亮哪一行
  1141. if (viewForm.value.stdDeviation !== null && viewForm.value.stdDeviation !== undefined) {
  1142. const stdDeviation = parseFloat(viewForm.value.stdDeviation);
  1143. // 获取各个等级的标准差阈值
  1144. const worldClassLimit = parseFloat(calculateStdDevByCpk("2.0"));
  1145. const excellentLimit = parseFloat(calculateStdDevByCpk("1.33"));
  1146. const acceptableLimit = parseFloat(calculateStdDevByCpk("1.0"));
  1147. const insufficientLimit = parseFloat(calculateStdDevByCpk("0.67"));
  1148. // 确定当前标准差值对应的等级行
  1149. if (stdDeviation <= worldClassLimit && rowIndex === 0) {
  1150. return 'cpk-current-row'; // 世界级对应第一行
  1151. } else if (stdDeviation > worldClassLimit && stdDeviation <= excellentLimit && rowIndex === 1) {
  1152. return 'cpk-current-row'; // 优秀级对应第二行
  1153. } else if (stdDeviation > excellentLimit && stdDeviation <= acceptableLimit && rowIndex === 2) {
  1154. return 'cpk-current-row'; // 最低可接受对应第三行
  1155. } else if (stdDeviation > acceptableLimit && stdDeviation <= insufficientLimit && rowIndex === 3) {
  1156. return 'cpk-current-row'; // 不足对应第四行
  1157. } else if (stdDeviation > insufficientLimit && rowIndex === 4) {
  1158. return 'cpk-current-row'; // 严重不足对应第五行
  1159. }
  1160. }
  1161. return '';
  1162. }
  1163. /** 测定值复选框选择数据 */
  1164. function handleMeasuredValueSelectionChange(selection) {
  1165. checkedMeasuredValues.value = selection.map(item => item.index)
  1166. }
  1167. /** 测定值变更时自动计算统计值 */
  1168. function handleMeasuredValueChanged() {
  1169. calculateStatistics();
  1170. }
  1171. /** 统计值计算 */
  1172. function calculateStatistics() {
  1173. // 获取所有有效的测量值
  1174. let validValues = [];
  1175. // 遍历所有行,收集所有非空的测量值
  1176. measuredValueList.value.forEach(row => {
  1177. for (let i = 1; i <= 10; i++) {
  1178. const value = row[`value${i}`];
  1179. if (value !== null && value !== undefined) {
  1180. validValues.push(value);
  1181. }
  1182. }
  1183. });
  1184. if (validValues.length === 0) {
  1185. // 如果没有有效值,则清空统计字段
  1186. form.value.meanValue = null;
  1187. form.value.maxValue = null;
  1188. form.value.minValue = null;
  1189. form.value.stdDeviation = null;
  1190. return;
  1191. }
  1192. // 计算平均值
  1193. const mean = validValues.reduce((sum, value) => sum + value, 0) / validValues.length;
  1194. form.value.meanValue = mean.toFixed(4);
  1195. // 计算最大值和最小值
  1196. form.value.maxValue = Math.max(...validValues);
  1197. form.value.minValue = Math.min(...validValues);
  1198. // 计算标准偏差
  1199. const squaredDiffs = validValues.map(value => Math.pow(value - mean, 2));
  1200. const avgSquaredDiff = squaredDiffs.reduce((sum, value) => sum + value, 0) / validValues.length;
  1201. form.value.stdDeviation = Math.sqrt(avgSquaredDiff).toFixed(4);
  1202. // 当目标值和误差范围已设置时,计算过程能力指数
  1203. if (form.value.targetValue !== null && form.value.toleranceRange !== null) {
  1204. // 修正:误差范围是百分比,需要适当地计算规格上下限
  1205. const usl = form.value.targetValue * (1 + form.value.toleranceRange / 100); // 规格上限
  1206. const lsl = form.value.targetValue * (1 - form.value.toleranceRange / 100); // 规格下限
  1207. form.value.usl = usl.toFixed(4);
  1208. form.value.lsl = lsl.toFixed(4);
  1209. // 计算过程能力指数
  1210. const stdDev = parseFloat(form.value.stdDeviation);
  1211. if (stdDev !== 0) {
  1212. // CPU = (USL - mean) / (3 * σ)
  1213. form.value.cpuValue = ((usl - mean) / (3 * stdDev)).toFixed(4);
  1214. // CPL = (mean - LSL) / (3 * σ)
  1215. form.value.cplValue = ((mean - lsl) / (3 * stdDev)).toFixed(4);
  1216. // CPK = min(CPU, CPL)
  1217. form.value.cpkValue = (Math.min(parseFloat(form.value.cpuValue), parseFloat(form.value.cplValue))).toFixed(4);
  1218. }
  1219. }
  1220. }
  1221. // 监视目标值与误差范围的变更
  1222. watch(() => [form.value.targetValue, form.value.toleranceRange], () => {
  1223. calculateStatistics();
  1224. });
  1225. // 直方图绘制
  1226. function drawChart() {
  1227. const chartDom = chartContainerRef.value;
  1228. if (!chartDom) {
  1229. console.error('找不到图表容器');
  1230. return;
  1231. }
  1232. // 如果已有图表实例则先销毁
  1233. if (chartInstance) {
  1234. chartInstance.dispose();
  1235. }
  1236. // 清空容器
  1237. chartDom.innerHTML = '';
  1238. chartInstance = echarts.init(chartDom);
  1239. // 数据准备
  1240. const values = measuredValues.value.filter(val => val !== null && val !== undefined);
  1241. if (values.length === 0) {
  1242. console.warn('没有有效的测量值数据');
  1243. return;
  1244. }
  1245. // 计算基本统计信息
  1246. const minValue = Math.min(...values);
  1247. const maxValue = Math.max(...values);
  1248. const range = maxValue - minValue;
  1249. // 计算平均值和标准差
  1250. const mean = values.reduce((sum, val) => sum + val, 0) / values.length;
  1251. const squaredDiffs = values.map(val => Math.pow(val - mean, 2));
  1252. const avgSquaredDiff = squaredDiffs.reduce((sum, val) => sum + val, 0) / values.length;
  1253. const stdDev = Math.sqrt(avgSquaredDiff);
  1254. // 当所有值都相同时,创建简单的柱状图
  1255. if (range === 0) {
  1256. const option = {
  1257. title: {
  1258. text: '测量值分布直方图'
  1259. },
  1260. tooltip: {
  1261. trigger: 'axis',
  1262. axisPointer: {
  1263. type: 'shadow'
  1264. }
  1265. },
  1266. grid: {
  1267. left: '3%',
  1268. right: '4%',
  1269. bottom: '3%',
  1270. containLabel: true
  1271. },
  1272. xAxis: [
  1273. {
  1274. type: 'category',
  1275. data: [minValue.toFixed(2)],
  1276. axisTick: {
  1277. alignWithLabel: true
  1278. }
  1279. }
  1280. ],
  1281. yAxis: [
  1282. {
  1283. type: 'value',
  1284. name: '频率'
  1285. }
  1286. ],
  1287. series: [
  1288. {
  1289. name: '测定值',
  1290. type: 'bar',
  1291. barWidth: '60%',
  1292. data: [values.length],
  1293. itemStyle: {
  1294. color: '#409EFF'
  1295. }
  1296. }
  1297. ]
  1298. };
  1299. chartInstance.setOption(option);
  1300. return;
  1301. }
  1302. // 常规直方图与正态分布曲线
  1303. const interval = range / 10;
  1304. // 构建区间与频率
  1305. const bins = [];
  1306. const counts = [];
  1307. const binCenters = []; // 正态分布曲线的x轴
  1308. for (let i = 0; i < 10; i++) {
  1309. const start = minValue + i * interval;
  1310. const end = i === 9 ? maxValue : minValue + (i + 1) * interval;
  1311. bins.push(`${start.toFixed(2)}-${end.toFixed(2)}`);
  1312. binCenters.push((start + end) / 2); // 区间的中点
  1313. const count = values.filter(val => val >= start && val < end).length;
  1314. // 最后一个区间包含最大值
  1315. if (i === 9) {
  1316. const maxCount = values.filter(val => val === maxValue).length;
  1317. counts.push(count + maxCount);
  1318. } else {
  1319. counts.push(count);
  1320. }
  1321. }
  1322. // 计算正态分布曲线的y值
  1323. const normalY = binCenters.map(x => {
  1324. // 正态分布概率密度函数
  1325. return (1 / (Math.sqrt(2 * Math.PI) * stdDev)) *
  1326. Math.exp(-0.5 * Math.pow((x - mean) / stdDev, 2));
  1327. });
  1328. // 将概率密度转换为可与直方图比较的频率
  1329. const maxValueCount = Math.max(...counts);
  1330. const maxNormalY = Math.max(...normalY);
  1331. const normalCounts = normalY.map(y => (y / maxNormalY) * maxValueCount);
  1332. // 设置图表选项(参考calcMaogao的实现)
  1333. const option = {
  1334. grid: {
  1335. top: "15%",
  1336. bottom: "15%",
  1337. left: "5%",
  1338. right: "5%",
  1339. },
  1340. title: {
  1341. show: true,
  1342. text: "测量值分布直方图与正态分布曲线",
  1343. left: "center",
  1344. top: "0",
  1345. },
  1346. color: ['#409EFF', '#ff8896'],
  1347. legend: {
  1348. show: true,
  1349. top: "30",
  1350. itemGap: 50
  1351. },
  1352. xAxis: {
  1353. type: 'category',
  1354. data: bins,
  1355. axisTick: {
  1356. alignWithLabel: true
  1357. }
  1358. },
  1359. yAxis: [
  1360. {
  1361. name: '频率'
  1362. }
  1363. ],
  1364. series: [
  1365. {
  1366. name: "测量值分布",
  1367. data: counts,
  1368. type: "bar",
  1369. smooth: true,
  1370. itemStyle: {
  1371. color: '#409EFF'
  1372. }
  1373. },
  1374. {
  1375. name: "正态分布",
  1376. data: normalCounts,
  1377. type: "line",
  1378. smooth: true,
  1379. symbol: 'none',
  1380. yAxisIndex: 0,
  1381. itemStyle: {
  1382. color: '#ff8896'
  1383. }
  1384. }
  1385. ],
  1386. tooltip: {
  1387. trigger: "axis",
  1388. axisPointer: {
  1389. type: 'shadow'
  1390. }
  1391. }
  1392. };
  1393. chartInstance.setOption(option);
  1394. // 监听窗口大小变化,自动调整图表大小
  1395. const handleResize = () => {
  1396. if (chartInstance) {
  1397. chartInstance.resize();
  1398. }
  1399. };
  1400. window.addEventListener('resize', handleResize);
  1401. // 打开对话框后,确保图表正确显示
  1402. setTimeout(() => {
  1403. if (chartInstance) {
  1404. chartInstance.resize();
  1405. }
  1406. }, 300);
  1407. // 在组件销毁前清除事件监听器
  1408. onBeforeUnmount(() => {
  1409. window.removeEventListener('resize', handleResize);
  1410. if (chartInstance) {
  1411. chartInstance.dispose();
  1412. chartInstance = null;
  1413. }
  1414. });
  1415. }
  1416. // 监视详情显示对话框的开关
  1417. watch(() => viewOpen.value, (newVal) => {
  1418. if (!newVal) {
  1419. // 关闭对话框时,清除可能存在的图表实例
  1420. if (chartInstance) {
  1421. chartInstance.dispose();
  1422. chartInstance = null;
  1423. }
  1424. nextTick(() => {
  1425. if (chartContainerRef.value) {
  1426. chartContainerRef.value.innerHTML = '';
  1427. }
  1428. });
  1429. }
  1430. });
  1431. // 监听窗口大小变化,自动调整图表大小
  1432. const handleResize = () => {
  1433. if (cpkTrendChartInstance) {
  1434. cpkTrendChartInstance.resize();
  1435. }
  1436. if (stdDevTrendChartInstance) {
  1437. stdDevTrendChartInstance.resize();
  1438. }
  1439. };
  1440. onMounted(() => {
  1441. getList();
  1442. window.addEventListener('resize', handleResize);
  1443. });
  1444. onBeforeUnmount(() => {
  1445. window.removeEventListener('resize', handleResize);
  1446. // 清除图表实例
  1447. if (cpkTrendChartInstance) {
  1448. cpkTrendChartInstance.dispose();
  1449. }
  1450. if (stdDevTrendChartInstance) {
  1451. stdDevTrendChartInstance.dispose();
  1452. }
  1453. });
  1454. // 计算标准偏差等级评价数据
  1455. const calculatedStdDeviationEvaluation = computed(() => {
  1456. return [
  1457. {
  1458. level: "世界级",
  1459. stdValue: "s ≤ " + calculateStdDevByCpk("2.0"),
  1460. cpk: "≥ 2.0",
  1461. evaluation: "过量",
  1462. stability: "极度稳定",
  1463. defectRate: "~ 0.001 PPM",
  1464. description: "过程波动仅占公差带的17%。稳定性极高、请考虑缩小公差或降低成本。"
  1465. },
  1466. {
  1467. level: "优秀",
  1468. stdValue: calculateStdDevByCpk("2.0") + " < s ≤ " + calculateStdDevByCpk("1.33"),
  1469. cpk: "≥ 1.33",
  1470. evaluation: "充足",
  1471. stability: "高度稳定",
  1472. defectRate: "~ 63 PPM",
  1473. description: "业界优秀级别。波动可控、过程可靠、这是优秀企业追求的目标。"
  1474. },
  1475. {
  1476. level: "最低可接受",
  1477. stdValue: calculateStdDevByCpk("1.33") + " < s ≤ " + calculateStdDevByCpk("1.0"),
  1478. cpk: "≥ 1.0",
  1479. evaluation: "勉强达成",
  1480. stability: "基本稳定",
  1481. defectRate: "~ 2700 PPM",
  1482. description: "过程波动占公差带的1/3。如履薄冰、严密监控是必要的、否则极易越界。"
  1483. },
  1484. {
  1485. level: "不足",
  1486. stdValue: calculateStdDevByCpk("1.0") + " < s ≤ " + calculateStdDevByCpk("0.67"),
  1487. cpk: "~ 0.67",
  1488. evaluation: "不足",
  1489. stability: "不稳定",
  1490. defectRate: "~ 45500 PPM",
  1491. description: "波动占公差带的一半。采取措施、需要改善过程。"
  1492. },
  1493. {
  1494. level: "严重不足",
  1495. stdValue: "s ≥ " + calculateStdDevByCpk("0.67"),
  1496. cpk: "≤ 0.5",
  1497. evaluation: "严重不足",
  1498. stability: "极度不稳定",
  1499. defectRate: "> 66000 PPM",
  1500. description: "过程波动极大、失控状态。无法保证品质、需要全面改善。"
  1501. }
  1502. ];
  1503. });
  1504. // 根据表格中的Cpk值计算标准偏差
  1505. function calculateStdDevByCpk(tableCpkValue) {
  1506. // 标准偏差计算公式:标准偏差 = 误差值/(6*表格中的cpk值)
  1507. if (viewForm.value.toleranceValue && tableCpkValue) {
  1508. const toleranceValue = parseFloat(viewForm.value.toleranceValue);
  1509. const cpkValue = parseFloat(tableCpkValue);
  1510. if (cpkValue !== 0) {
  1511. return (toleranceValue / (6 * cpkValue)).toFixed(1);
  1512. }
  1513. }
  1514. return 0; // 为了数值比较返回0
  1515. }
  1516. </script>
  1517. <style>
  1518. .cpk-current-row td {
  1519. background-color: rgba(255, 215, 0, 0.3) !important; /* 金色背景 */
  1520. font-weight: bold;
  1521. }
  1522. .trend-analysis {
  1523. height: 100%;
  1524. display: flex;
  1525. flex-direction: column;
  1526. justify-content: center;
  1527. align-items: center;
  1528. }
  1529. .trend-title {
  1530. font-size: 12px;
  1531. color: #999;
  1532. margin-bottom: 5px;
  1533. }
  1534. .trend-content {
  1535. font-size: 18px;
  1536. font-weight: bold;
  1537. }
  1538. </style>