一、个人简介
💖💖作者：计算机编程果茶熊 💙💙个人简介：曾长期从事计算机专业培训教学，担任过编程老师，同时本人也热爱上课教学，擅长Java、微信小程序、Python、Golang、安卓Android等多个IT方向。会做一些项目定制化开发、代码讲解、答辩教学、文档编写、也懂一些降重方面的技巧。平常喜欢分享一些自己开发中遇到的问题的解决办法，也喜欢交流技术，大家有技术代码这一块的问题可以问我！ 💛💛想说的话：感谢大家的关注与支持！ 💜💜 网站实战项目 安卓/小程序实战项目 大数据实战项目 计算机毕业设计选题 💕💕文末获取源码联系计算机编程果茶熊
二、系统介绍
开发语言：Java+Python 数据库：MySQL 系统架构：B/S 后端框架：SpringBoot(Spring+SpringMVC+Mybatis)+Django 前端：Vue+HTML+CSS+JavaScript+jQuery
汽车路测数据管理系统是一套基于SpringBoot+Vue+MySQL技术架构的综合性数据管理平台，专门针对汽车路试测试过程中产生的海量数据进行统一管理和分析处理。系统采用前后端分离的设计模式，后端使用SpringBoot框架提供RESTful API接口，前端基于Vue.js和ElementUI组件库构建用户交互界面，数据存储层选用MySQL关系型数据库确保数据的完整性和一致性。系统核心功能涵盖测试人员管理、员工管理、路试数据管理、异常数据管理、测试计划管理、测试进度管理等14个主要模块，通过可视化图表展示测试数据趋势，支持异常数据的智能识别和预警机制。平台还集成了通知公告系统和汽车论坛模块，为测试团队提供信息交流和经验分享的渠道，同时具备完善的权限控制和个人中心功能，确保不同角色用户能够安全高效地使用系统进行日常工作。
三、汽车路测数据管理系统-视频解说
汽车路测数据管理系统毕业设计：SpringBoot+Vue+MySQL完整开发指南和源码分享|毕设|计算机毕设|程序开发|项目实战
四、汽车路测数据管理系统-功能展示
五、汽车路测数据管理系统-代码展示
import org.apache.spark.sql.SparkSession;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.transaction.annotation.Transactional;
import java.util.*;
@Service
public class RoadTestDataService {
private SparkSession spark = SparkSession.builder().appName("RoadTestDataAnalysis").master("local").getOrCreate();
@Autowired
private RoadTestDataMapper roadTestDataMapper;
@Autowired
private TestProgressMapper testProgressMapper;
@Autowired
private ExceptionDataMapper exceptionDataMapper;
@Transactional
public Map<String, Object> processRoadTestData(RoadTestDataDTO dataDTO) {
Map<String, Object> result = new HashMap<>();
try {
RoadTestData data = new RoadTestData();
data.setTestId(generateTestId());
data.setVehicleId(dataDTO.getVehicleId());
data.setTestDate(new Date());
data.setDriverId(dataDTO.getDriverId());
data.setRouteInfo(dataDTO.getRouteInfo());
data.setSpeed(dataDTO.getSpeed());
data.setFuelConsumption(dataDTO.getFuelConsumption());
data.setEngineTemp(dataDTO.getEngineTemp());
data.setBrakeDistance(dataDTO.getBrakeDistance());
data.setWeatherCondition(dataDTO.getWeatherCondition());
if (validateTestData(data)) {
int insertResult = roadTestDataMapper.insertRoadTestData(data);
if (insertResult > 0) {
updateTestProgress(data.getVehicleId(), data.getTestDate());
checkForAnomalies(data);
generateDataStatistics(data);
result.put("status", "success");
result.put("message", "路试数据处理完成");
result.put("testId", data.getTestId());
result.put("dataCount", getTestDataCount(data.getVehicleId()));
} else {
result.put("status", "error");
result.put("message", "数据保存失败");
}
} else {
result.put("status", "validation_error");
result.put("message", "数据验证未通过");
}
} catch (Exception e) {
result.put("status", "exception");
result.put("message", "系统异常：" + e.getMessage());
}
return result;
}
@Transactional
public Map<String, Object> handleExceptionData(String testId, String exceptionType, String description) {
Map<String, Object> result = new HashMap<>();
try {
RoadTestData originalData = roadTestDataMapper.selectByTestId(testId);
if (originalData == null) {
result.put("status", "error");
result.put("message", "未找到对应的测试数据");
return result;
}
ExceptionData exceptionData = new ExceptionData();
exceptionData.setExceptionId(generateExceptionId());
exceptionData.setTestId(testId);
exceptionData.setVehicleId(originalData.getVehicleId());
exceptionData.setExceptionType(exceptionType);
exceptionData.setDescription(description);
exceptionData.setOccurTime(new Date());
exceptionData.setResolveStatus("pending");
String severity = calculateSeverityLevel(originalData, exceptionType);
exceptionData.setSeverity(severity);
if ("critical".equals(severity)) {
exceptionData.setPriority("high");
triggerEmergencyAlert(testId, exceptionType);
} else if ("warning".equals(severity)) {
exceptionData.setPriority("medium");
} else {
exceptionData.setPriority("low");
}
int insertResult = exceptionDataMapper.insertExceptionData(exceptionData);
if (insertResult > 0) {
updateTestStatus(testId, "exception_reported");
generateExceptionReport(exceptionData);
notifyTestManager(exceptionData);
result.put("status", "success");
result.put("message", "异常数据处理完成");
result.put("exceptionId", exceptionData.getExceptionId());
result.put("severity", severity);
} else {
result.put("status", "error");
result.put("message", "异常数据保存失败");
}
} catch (Exception e) {
result.put("status", "exception");
result.put("message", "异常处理过程中出错：" + e.getMessage());
}
return result;
}
@Transactional
public Map<String, Object> updateTestProgress(String vehicleId, Date testDate) {
Map<String, Object> result = new HashMap<>();
try {
TestProgress progress = testProgressMapper.selectByVehicleId(vehicleId);
if (progress == null) {
progress = new TestProgress();
progress.setProgressId(generateProgressId());
progress.setVehicleId(vehicleId);
progress.setStartDate(testDate);
progress.setTotalTests(1);
progress.setCompletedTests(1);
progress.setStatus("in_progress");
progress.setProgressPercentage(calculateProgressPercentage(1, getPlannedTestCount(vehicleId)));
testProgressMapper.insertTestProgress(progress);
} else {
int completedTests = progress.getCompletedTests() + 1;
progress.setCompletedTests(completedTests);
progress.setLastUpdateDate(testDate);
int totalPlanned = getPlannedTestCount(vehicleId);
double percentage = calculateProgressPercentage(completedTests, totalPlanned);
progress.setProgressPercentage(percentage);
if (percentage >= 100.0) {
progress.setStatus("completed");
progress.setEndDate(testDate);
generateCompletionReport(vehicleId);
} else if (percentage >= 75.0) {
progress.setStatus("nearly_completed");
} else {
progress.setStatus("in_progress");
}
testProgressMapper.updateTestProgress(progress);
}
updateMilestones(vehicleId, progress.getProgressPercentage());
calculateEstimatedCompletion(progress);
result.put("status", "success");
result.put("message", "测试进度更新完成");
result.put("currentProgress", progress.getProgressPercentage());
result.put("completedTests", progress.getCompletedTests());
result.put("progressStatus", progress.getStatus());
} catch (Exception e) {
result.put("status", "exception");
result.put("message", "进度更新失败：" + e.getMessage());
}
return result;
}
private String generateTestId() {
return "TEST_" + System.currentTimeMillis() + "_" + (int)(Math.random() * 1000);
}
private String generateExceptionId() {
return "EXC_" + System.currentTimeMillis() + "_" + (int)(Math.random() * 1000);
}
private String generateProgressId() {
return "PROG_" + System.currentTimeMillis() + "_" + (int)(Math.random() * 1000);
}
private boolean validateTestData(RoadTestData data) {
return data.getVehicleId() != null && data.getSpeed() >= 0 && data.getSpeed() <= 300 && data.getEngineTemp() >= -50 && data.getEngineTemp() <= 150;
}
private void checkForAnomalies(RoadTestData data) {
if (data.getSpeed() > 120) {
handleExceptionData(data.getTestId(), "overspeed", "车辆超速行驶");
}
if (data.getEngineTemp() > 100) {
handleExceptionData(data.getTestId(), "overheating", "发动机温度过高");
}
if (data.getBrakeDistance() > 50) {
handleExceptionData(data.getTestId(), "brake_issue", "刹车距离异常");
}
}
private String calculateSeverityLevel(RoadTestData data, String exceptionType) {
if ("overheating".equals(exceptionType) || data.getEngineTemp() > 110) return "critical";
if ("overspeed".equals(exceptionType) || data.getSpeed() > 150) return "warning";
return "info";
}
private double calculateProgressPercentage(int completed, int total) {
return total > 0 ? (double) completed / total * 100.0 : 0.0;
}
private int getPlannedTestCount(String vehicleId) {
return 100;
}
private int getTestDataCount(String vehicleId) {
return roadTestDataMapper.countByVehicleId(vehicleId);
}
private void updateTestStatus(String testId, String status) {
roadTestDataMapper.updateStatus(testId, status);
}
private void generateDataStatistics(RoadTestData data) {
}
private void triggerEmergencyAlert(String testId, String exceptionType) {
}
private void generateExceptionReport(ExceptionData exceptionData) {
}
private void notifyTestManager(ExceptionData exceptionData) {
}
private void generateCompletionReport(String vehicleId) {
}
private void updateMilestones(String vehicleId, double percentage) {
}
private void calculateEstimatedCompletion(TestProgress progress) {
}
}
六、汽车路测数据管理系统-文档展示
七、END
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