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- <template>
- <el-dialog
- custom-class="cDialog"
- top="50px"
- v-model="dialogVisible"
- width="80%"
- >
- <el-button
- style="position: absolute; right: 24px; top: 60px; z-index: 5000"
- type="primary"
- @click="exportPDF"
- >
- 导出为PDF</el-button
- >
- <div class="pdfDom">
- <div class="title">故障检测报告</div>
- <div class="info">
- <div class="infoContent">
- <div class="contents">
- <div class="contentsTitle">风机编号:</div>
- <div>NG01_01</div>
- </div>
- <div class="contents">
- <div class="contentsTitle">风机型号:</div>
- <div>UP82</div>
- </div>
- <div class="contents">
- <div class="contentsTitle">故障发生时间:</div>
- <div>2021-11-26 09:00:00</div>
- </div>
- </div>
- <div class="infoContent">
- <div class="contents">
- <div class="contentsTitle">使用模型:</div>
- <div>神经网络</div>
- </div>
- <div class="contents">
- <div class="contentsTitle">训练次数:</div>
- <div>200次</div>
- </div>
- <div class="contents"></div>
- </div>
- <div class="result">
- <div class="moduleTitle">诊断结果:</div>
- <div class="resultContent">
- 诊断故障最大可能为<text style="color: #dc143c">齿轮箱故障</text
- >,下表为各故障可能发生的实际概率:
- </div>
- <div class="resultTable">
- <el-table
- empty-text="暂无数据"
- :data="faultList"
- :header-cell-style="{
- background: 'rgb(153,204,255)',
- color: '#000',
- 'font-size': '20px',
- }"
- :cell-style="{
- 'font-size': '20px',
- color: '#696969',
- }"
- border
- stripe
- style="width: 100%; margin: 10px 0"
- >
- <el-table-column
- prop="name"
- label="故障名称"
- align="center"
- ></el-table-column>
- <el-table-column
- prop="percent"
- label="发生概率"
- align="center"
- ></el-table-column>
- </el-table>
- </div>
- </div>
- <div class="result">
- <div class="moduleTitle">诊断依据:</div>
- <div class="resultContent">
- 根据风场情况,训练故障权重图、训练和测试准确率、训练模型误差率如下:
- </div>
- <div class="charts">
- <BarChart
- v-if="barList.length > 0"
- id="reportBar"
- :barList="barList"
- ></BarChart>
- <LineChart
- v-if="lossList"
- id="reporLoss"
- :reportFlag="true"
- :dataList="lossList"
- ></LineChart>
- <LineChart
- v-if="accuracyList"
- id="reporAccuracy"
- :reportFlag="true"
- :dataList="accuracyList"
- ></LineChart>
- </div>
- <div class="resultContent">
- 该模型训练和测试的准确率分别为<text style="color: #dc143c"
- >74.2%和73.3%</text
- >;误差率分别为<text style="color: #dc143c">2%和1%</text
- >;该模型训练所倚重的测点比重分别为:<text style="color: #dc143c"
- >偏航位置7.2%、发电机转速4.4%、有功功率3.4%、U1项绕组电流2.9%、齿轮箱轴2温度2.1%</text
- >。模型训练过程所有测点倚重占比如下表所示:
- </div>
- <div class="resultTable">
- <el-table
- empty-text="暂无数据"
- :data="proportionList"
- :header-cell-style="{
- background: 'rgb(153,204,255)',
- color: '#000',
- 'font-size': '20px',
- }"
- :cell-style="{
- 'font-size': '20px',
- color: '#696969',
- }"
- border
- stripe
- style="width: 100%; margin: 10px 0"
- >
- <el-table-column
- prop="name"
- label="故障名称"
- align="center"
- ></el-table-column>
- <el-table-column
- prop="percent"
- label="发生概率"
- align="center"
- ></el-table-column>
- </el-table>
- </div>
- </div>
- </div>
- </div>
- </el-dialog>
- </template>
- <script>
- import Get_PDF from "@tools/htmlToPdf";
- import LineChart from "./lineChart.vue";
- import BarChart from "./barChart.vue";
- export default {
- components: {
- LineChart,
- BarChart,
- },
- created() {
- let dataList = JSON.parse(
- '{"ducumentName":"NNS-1637028563000","loss":[1.0882383584976196,1.067789912223816,1.0520573854446411,1.0380222797393799,1.0230460166931152,1.0070627927780151,0.9899255037307739,0.9736341238021851,0.9547672271728516,0.9341660737991333,0.9082227945327759,0.8833365440368652,0.8581799268722534,0.8310791254043579,0.8011142611503601,0.7700659036636353,0.7383494973182678,0.7076452970504761,0.6731187105178833,0.6390867829322815],"accuracy":[0.3047619163990021,0.37142857909202576,0.3619047701358795,0.3619047701358795,0.380952388048172,0.5809524059295654,0.6571428775787354,0.6571428775787354,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6761904954910278,0.6952381134033203,0.7333333492279053,0.7428571581840515],"val_loss":[1.0914311408996582,1.0727100372314453,1.0579898357391357,1.0469794273376465,1.0305122137069702,1.012723684310913,0.9997329115867615,0.9839586615562439,0.9610583782196045,0.9339884519577026,0.9096081256866455,0.8876619338989258,0.862886905670166,0.8299474120140076,0.793283998966217,0.7597811222076416,0.7229973673820496,0.6826366782188416,0.6449647545814514,0.6126752495765686],"val_accuracy":[0.2666666805744171,0.2666666805744171,0.2666666805744171,0.2666666805744171,0.4000000059604645,0.644444465637207,0.644444465637207,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.7333333492279053,0.7555555701255798,0.7333333492279053],"bar":[{"name":"邮箱温度","value":0.3},{"name":"风速","value":0.25},{"name":"变桨","value":0.25},{"name":"有高","value":0.2}]}'
- );
- this.lossList.loss = dataList.loss;
- this.lossList.val_loss = dataList.val_loss;
- this.accuracyList.accuracy = dataList.accuracy;
- this.accuracyList.val_accuracy = dataList.val_accuracy;
- this.barList = dataList.bar;
- },
- data() {
- return {
- barList: [],
- lossList: {},
- accuracyList: {},
- faultList: [
- {
- name: "齿轮箱故障",
- percent: "80%",
- },
- {
- name: "变频器故障",
- percent: "17%",
- },
- {
- name: "变桨系统故障",
- percent: "3%",
- },
- ],
- proportionList: [
- {
- name: "偏航位置",
- percent: "7.2%",
- },
- {
- name: "发电机转速",
- percent: "4.4%",
- },
- {
- name: "有功功率",
- percent: "3.4%",
- },
- {
- name: "U1项绕组电流",
- percent: "2.9%",
- },
- {
- name: "齿轮箱轴2温度",
- percent: "2.1%",
- },
- {
- name: "电网无功功率",
- percent: "1.9%",
- },
- ],
- };
- },
- methods: {
- // 导出PDF
- exportPDF(name) {
- this.BASE.showMsg({
- type: "success",
- msg: "正在导出...请稍后...",
- });
- Get_PDF.downloadPDF(document.querySelector(".pdfDom"), "故障检测报告");
- },
- },
- };
- </script>
- <style lang="less" scoped>
- .cDialog {
- position: relative;
- .pdfDom {
- padding: 30px 50px;
- }
- .title {
- text-align: center;
- font-size: 32px;
- font-weight: 700;
- }
- .info {
- display: flex;
- flex-direction: column;
- width: 100%;
- .infoContent {
- width: 100%;
- display: flex;
- flex-direction: row;
- align-items: center;
- justify-content: center;
- margin-bottom: 20px;
- font-size: 22px;
- .contents {
- display: flex;
- flex-direction: row;
- align-items: center;
- width: 33%;
- .contentsTitle {
- font-weight: bold;
- }
- }
- }
- .result {
- font-size: 22px;
- .resultTable {
- display: flex;
- width: 40%;
- margin-left: 30%;
- }
- .charts {
- display: flex;
- flex-direction: row;
- align-items: center;
- }
- }
- }
- }
- </style>
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