| | |
| | | package com.zhitan.engine.service.impl; |
| | | |
| | | import com.influxdb.client.domain.WritePrecision; |
| | | import com.influxdb.client.write.Point; |
| | | import com.zhitan.engine.config.InfluxDBConfig; |
| | | import com.zhitan.engine.influxdb.InfluxdbRepository; |
| | | import com.zhitan.engine.entity.*; |
| | | import com.zhitan.engine.repository.*; |
| | |
| | | import java.util.regex.Pattern; |
| | | import java.util.stream.Collectors; |
| | | |
| | | import static java.util.List.*; |
| | | |
| | | /** |
| | | * 数据清洗服务实现类 |
| | | */ |
| | | @Slf4j |
| | | @Service |
| | | public class DataCleaningServiceImpl implements DataCleaningService { |
| | | |
| | | private final String TAG = "tag"; |
| | | private final String FIELD_VALUE = "value"; |
| | | @Autowired |
| | | private InfluxDBConfig influxDBConfig; |
| | | @Autowired |
| | | private InfluxdbRepository influxdbRepository; |
| | | |
| | |
| | | } |
| | | |
| | | @Override |
| | | public void calculateTotalElectricity(LocalDateTime dateTime) { |
| | | log.info("开始执行全厂总电量统计,时间点:{}", dateTime); |
| | | |
| | | // 定义需要统计的电表网关列表 |
| | | List<String> gatewayCodes = new java.util.ArrayList<>(List.of("00601925032100028432", "00601925032100026840", "00601925032100028685", "00601925032100027392", "00601925032100028050", "00601925032100028751")); |
| | | gatewayCodes.add("00601925032100026275"); |
| | | gatewayCodes.add("00601925032100028117"); |
| | | gatewayCodes.add("00601925032100028814"); |
| | | gatewayCodes.add("00601925032100028990"); |
| | | gatewayCodes.add("00601925032100031307"); |
| | | |
| | | |
| | | // 定义需要统计的参数类型及其统计方式 |
| | | Map<String, String> parameterTypes = new java.util.HashMap<>(Map.of( |
| | | "ActiveZT", "SUM" // 正向总有功电能 - 求和 |
| | | , "ActiveZN", "SUM" // 正向总无功电能 - 求和 |
| | | , "ActiveElectricity", "SUM" // 有功电能 - 求和 |
| | | , "NoActiveElectricity", "SUM" // 无功功率 - 求和 |
| | | , "ExpZN", "SUM" // 反向总无功电能 - 求和 |
| | | , "Exp", "SUM" // 反向有功电能 - 求和 |
| | | , "ActivePow", "SUM" // 正向有功功率 - 求和 |
| | | , "VoltageUAB", "AVG" // 总电压 - 平均值 |
| | | , "VoltageUBC", "AVG" // 总电压 - 平均值 |
| | | , "VoltageUCA", "AVG" // 总电压 - 平均值 |
| | | // ,"CurrentA", "SUM" // 总电流 - 求和 |
| | | // ,"CurrentB", "SUM" // 总电流 - 求和 |
| | | // ,"CurrentC", "SUM" // 总电流 - 求和 |
| | | // ,"Io", "SUM" // 总电流 - 求和 |
| | | // ,"VoltageA", "AVG" // 总电压 - 平均值 |
| | | // ,"VoltageB", "AVG" // 总电压 - 平均值 |
| | | // ,"VoltageC", "AVG" |
| | | )); |
| | | parameterTypes.put("CurrentA", "SUM"); |
| | | parameterTypes.put("CurrentB", "SUM"); |
| | | parameterTypes.put("CurrentC", "SUM"); |
| | | parameterTypes.put("Io", "SUM"); |
| | | parameterTypes.put("VoltageA", "AVG"); |
| | | parameterTypes.put("VoltageB", "AVG"); |
| | | parameterTypes.put("VoltageC", "AVG"); |
| | | |
| | | // 计算时间范围(当前分钟) |
| | | LocalDateTime startTime = dateTime.withSecond(0).withNano(0); |
| | | LocalDateTime endTime = startTime.plusMinutes(1); |
| | | |
| | | // 遍历所有参数类型进行统计 |
| | | parameterTypes.forEach((paramType, calcType) -> { |
| | | try { |
| | | double totalValue = 0; |
| | | int meterCount = 0; |
| | | |
| | | // 遍历所有网关下的电表 |
| | | for (String gatewayCode : gatewayCodes) { |
| | | // 遍历每个网关下的8个电表 |
| | | for (int i = 1; i <= 8; i++) { |
| | | // 构建tag名称格式:网关编号_电表序号_参数类型 |
| | | // 示例:00601925032100028432_1_ActiveZT |
| | | String tag = String.format("%s_%d_%s", gatewayCode, i, paramType); |
| | | // 查询最后一次保存数据 |
| | | |
| | | Double value = influxdbRepository.getLastPoint(influxDBConfig.getMeasurement(),TAG,tag); |
| | | if (value != null) { |
| | | totalValue += value ; |
| | | meterCount++; |
| | | } |
| | | } |
| | | } |
| | | |
| | | // 计算最终值 |
| | | double finalValue = "SUM".equals(calcType) ? totalValue : (meterCount > 0 ? totalValue / meterCount : 0); |
| | | |
| | | // 保存总表数据 |
| | | String totalTag = "total_" + paramType; |
| | | |
| | | Point point = Point |
| | | .measurement(influxDBConfig.getMeasurement()) |
| | | .addTag(TAG, totalTag) |
| | | .addField(FIELD_VALUE, finalValue) |
| | | .time(Instant.now(), WritePrecision.S); |
| | | |
| | | influxdbRepository.writePoint(point); |
| | | |
| | | log.info("统计完成:{}={} ({}个电表)", totalTag, finalValue, meterCount); |
| | | } catch (Exception e) { |
| | | log.error("统计参数{}失败:{}", paramType, e.getMessage(), e); |
| | | } |
| | | }); |
| | | |
| | | log.info("全厂总电量统计完成,时间点:{}", dateTime); |
| | | } |
| | | |
| | | @Override |
| | | @Transactional |
| | | public void calculatePeakValleyElectricity(String indexId, LocalDateTime dateTime) { |
| | | log.info("开始计算尖峰平谷用电量,索引ID:{},时间点:{}", indexId, dateTime); |