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@@ -13,18 +13,24 @@ import com.ruoyi.ucp.service.*;
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import com.ruoyi.ucp.util.CalcCache;
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import com.ruoyi.ucp.util.CalcCache;
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import org.apache.commons.math3.fitting.PolynomialCurveFitter;
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import org.apache.commons.math3.fitting.PolynomialCurveFitter;
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import org.apache.commons.math3.fitting.WeightedObservedPoints;
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import org.apache.commons.math3.fitting.WeightedObservedPoints;
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+import org.junit.Test;
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import org.springframework.data.redis.core.StringRedisTemplate;
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import org.springframework.data.redis.core.StringRedisTemplate;
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import org.springframework.stereotype.Service;
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import org.springframework.stereotype.Service;
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import javax.annotation.Resource;
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import javax.annotation.Resource;
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import java.net.URI;
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import java.net.URI;
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import java.util.*;
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import java.util.*;
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+import java.util.concurrent.ConcurrentHashMap;
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+import java.util.concurrent.atomic.AtomicReference;
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import java.util.function.Function;
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import java.util.function.Function;
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import java.util.stream.Collectors;
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import java.util.stream.Collectors;
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@Service
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@Service
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public class JavaFunctionJobHandler extends IJobHandler {
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public class JavaFunctionJobHandler extends IJobHandler {
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+/* @Resource
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+ private PointInfo pointInfo;*/
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+
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@Resource
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@Resource
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private AdapterApi adapter;
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private AdapterApi adapter;
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@Resource
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@Resource
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@@ -1327,4 +1333,192 @@ public class JavaFunctionJobHandler extends IJobHandler {
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}
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}
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return y;
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return y;
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}
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}
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+
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+
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+ //切入切出风速
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+ @Test
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+ public void cutInWindSpeed() {
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+ //date当天零点
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+ DateTime timeNow = DateUtil.beginOfDay(new Date());
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+ //date昨天零点
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+ DateTime timeBegin = DateUtil.offsetDay(timeNow, -1);
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+ List<PointInfo> turbineZt = calcTurbineAizt(timeBegin, timeNow, 60);
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+ List<PointInfo> turbineZtDI = calcTurbineDizt(timeBegin, timeNow, 60);
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+ turbineZt.addAll(turbineZtDI);
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+
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+ //所有风机的风速测点
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+ QueryWrapper<PointInfo> queryWrapper = new QueryWrapper<>();
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+ queryWrapper.eq("uniform_code", "AI066");
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+
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+ List<PointInfo>pointInfos = getEntity("AI066", "turbine");
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+// List<PointInfo> pointInfos = pointInfo.selectList(queryWrapper);
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+
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+ //定义切入风速map集合
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+ ConcurrentHashMap<String, ConcurrentHashMap<String, Double>> mapIn = new ConcurrentHashMap<>();
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+
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+ //定义切出风速集合
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+ ConcurrentHashMap<String, ConcurrentHashMap<String, Double>> mapOut = new ConcurrentHashMap<>();
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+
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+
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+ //遍历每台风机,取出每台风机的pointDatas
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+ for (PointInfo turbine : turbineZt) {
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+
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+ mapIn.put(turbine.getTurbineId(), new ConcurrentHashMap<>());
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+ mapOut.put(turbine.getTurbineId(), new ConcurrentHashMap<>());
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+
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+ List<PointData> pointDatas = turbine.getPointDatas();
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+
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+ //风速测点key
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+ String windSpeedKey = null;
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+
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+
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+ //遍历pointInfos,找出pointData1的id和pointInfos中相等的,取出pointInfo的pointKey
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+ for (PointInfo info : pointInfos) {
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+ if (Objects.equals(turbine.getTurbineId(), info.getTurbineId())) {
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+ windSpeedKey = info.getPointKey();
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+ }
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+ }
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+
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+
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+ //遍历pointDatas,取出当前状态和后一个状态
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+ for (int k = 1; k < pointDatas.size(); k++) {
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+ PointData pointData1 = pointDatas.get(k - 1);
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+ PointData pointData2 = pointDatas.get(k);
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+ double value1 = pointData1.getValue();
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+ double value2 = pointData2.getValue();
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+ //切入时间
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+ long ts1;
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+ //切出时间
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+ long ts2;
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+
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+ //如果1的值为0,2的值为2,则为切入状态
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+ if (value1 == 0 && value2 == 2) {
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+ ts1 = pointData2.getTs();
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+// String stringDate = DateUtil.date(ts1).toString("yyyy-MM-dd HH:mm:ss");
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+// System.out.println(turbine.getTurbineId() + "切入" + stringDate);
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+ //切入时间前5分钟
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+ long ts11 = ts1 - 300000;
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+ //根据风速key,从适配器取切入前5分钟的所有风速
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+ List<PointData> pointDatas1 = adapter.getHistorySnap(goldenUri(), windSpeedKey, ts11, ts1, 10);
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+ //平均所有风速即为平均切入风速
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+ double avgCutInWindSpeed = pointDatas1.stream().mapToDouble(PointData::getValue).average().orElse(0);
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+// System.out.println(turbine.getTurbineId() + "切入风速" + avgCutInWindSpeed);
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+
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+ //存入map集合,外层key为turbineId,内层key为ts1,value为平均切入风速
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+
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+ mapIn.get(turbine.getTurbineId()).put(String.valueOf(ts1), avgCutInWindSpeed);
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+
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+ }
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+
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+ //切出
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+ if (value1 == 2 && value2 != 2) {
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+ ts2 = pointData2.getTs();
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+ String stringDate = DateUtil.date(ts2).toString("yyyy-MM-dd HH:mm:ss");
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+// System.out.println(turbine.getTurbineId() + "切出" + stringDate);
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+ //切出时间前5分钟
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+ long ts22 = ts2 - 300000;
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+ List<PointData> pointDatas2 = adapter.getHistorySnap(goldenUri(), windSpeedKey, ts22, ts2, 10);
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+ double avgCutOutWindSpeed = pointDatas2.stream().mapToDouble(PointData::getValue).average().orElse(0);
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+// System.out.println(turbine.getTurbineId() + "切出风速" + avgCutOutWindSpeed);
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+
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+ //存入map集合,外层key为turbineId,内层key为ts2,value为平均切出风速
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+
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+ mapOut.get(turbine.getTurbineId()).put(String.valueOf(ts2), avgCutOutWindSpeed);
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+ }
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+
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+ }
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+ //遍历map集合,取出每个风机的所有切入风速,算一个平均值
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+ ConcurrentHashMap<String, Double> mapTurbineValues = mapIn.get(turbine.getTurbineId());
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+ //平均切入风速
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+ double avgCutInWindSpeed = 0;
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+ if (mapTurbineValues != null) {
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+ AtomicReference<Double> sum = new AtomicReference<>(0.0);
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+ //遍历mapTurbineValues,V大于5的舍弃,剩余算平均值
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+ for (String key : mapTurbineValues.keySet()) {
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+ if (mapTurbineValues.get(key) > 5) {
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+ mapTurbineValues.remove(key);
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+ }
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+ }
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+ mapTurbineValues.forEach((k1, v) -> {
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+ sum.updateAndGet(v1 -> v1 + v);
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+ });
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+
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+ //如果值为空则置0
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+ if (sum.get() == 0) {
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+ avgCutInWindSpeed = 0;
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+ } else {
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+ avgCutInWindSpeed = sum.get() / mapTurbineValues.size();
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+ }
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+ System.out.println(turbine.getTurbineId() + "切入平均风速" + avgCutInWindSpeed + "时间" + timeBegin);
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+ }
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+
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+ //遍历map集合,取出每个风机的所有切出风速,算一个平均值
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+ ConcurrentHashMap<String, Double> mapTurbineValues2 = mapOut.get(turbine.getTurbineId());
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+
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+ double avgCutOutWindSpeed;
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+ if (mapTurbineValues2 != null) {
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+ AtomicReference<Double> sum = new AtomicReference<>(0.0);
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+
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+ for (String key : mapTurbineValues2.keySet()) {
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+ if (mapTurbineValues2.get(key) > 5) {
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+ mapTurbineValues2.remove(key);
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+ }
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+ }
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+ mapTurbineValues2.forEach((k2, v) -> {
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+ sum.updateAndGet(v1 -> v1 + v);
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+ });
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+
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+ if (sum.get() == 0) {
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+ avgCutOutWindSpeed = 0;
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+ } else {
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+ avgCutOutWindSpeed = sum.get() / mapTurbineValues2.size();
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+ }
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+ System.out.println(turbine.getTurbineId() + "切出平均风速" + avgCutOutWindSpeed + "时间" + timeBegin);
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+ }
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+
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+ //存入数据库
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+ String turbineId = turbine.getTurbineId();
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+ Date jdkDate = timeBegin.toJdkDate();
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+ System.out.println(turbineId + " " + jdkDate);
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+ QueryWrapper<TurbineInfoDay> turbineInfoDayQueryWrapper = new QueryWrapper<>();
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+ turbineInfoDayQueryWrapper.eq("turbine_id", turbine.getTurbineId());
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+ turbineInfoDayQueryWrapper.eq("record_date", timeBegin.toJdkDate());
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+ TurbineInfoDay one = turbineInfoDayService.getOne(turbineInfoDayQueryWrapper);
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+ System.out.println(one);
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+ if (one == null) {
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+ TurbineInfoDay turbineInfoDay = new TurbineInfoDay();
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+ turbineInfoDay.setTurbineId(turbine.getTurbineId());
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+ turbineInfoDay.setRecordDate(timeBegin.toJdkDate());
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+ turbineInfoDay.setXfqrfs(avgCutInWindSpeed);
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+ System.out.println(turbineInfoDay);
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+ turbineInfoDayService.save(turbineInfoDay);
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+ } else {
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+ one.setXfqrfs(avgCutInWindSpeed);
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+ System.out.println(one);
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+ turbineInfoDayService.updateById(one);
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+ }
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+
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+ }
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+ }
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+
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+
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+ //满发下风速
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+ @Test
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+ public void fullSpeedWindSpeed() {
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+ //date当天零点
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+ DateTime timeNow = DateUtil.beginOfDay(new Date());
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+ //date昨天零点
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+ DateTime timeBegin = DateUtil.offsetDay(timeNow, -1);
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+
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+ //功率曲线拟合,
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+ calcGlqxnh_edfs(timeBegin.toJdkDate(), timeNow.toJdkDate());
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+
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+
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+
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+
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+
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+ }
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+
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+
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+
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}
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}
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