|
| 1 | +/* |
| 2 | + * Copyright (c) 2023, RTE (http://www.rte-france.com) |
| 3 | + * This Source Code Form is subject to the terms of the Mozilla Public |
| 4 | + * License, v. 2.0. If a copy of the MPL was not distributed with this |
| 5 | + * file, You can obtain one at http://mozilla.org/MPL/2.0/. |
| 6 | + * SPDX-License-Identifier: MPL-2.0 |
| 7 | + */ |
| 8 | +package com.powsybl.metrix.integration; |
| 9 | + |
| 10 | +import com.powsybl.metrix.integration.dataGenerator.MetrixOutputData; |
| 11 | +import com.powsybl.metrix.mapping.MappingKey; |
| 12 | +import com.powsybl.metrix.mapping.TimeSeriesMappingConfig; |
| 13 | +import com.powsybl.timeseries.ast.BinaryOperation; |
| 14 | +import com.powsybl.timeseries.ast.FloatNodeCalc; |
| 15 | +import com.powsybl.timeseries.ast.IntegerNodeCalc; |
| 16 | +import com.powsybl.timeseries.ast.NodeCalc; |
| 17 | +import com.powsybl.timeseries.ast.TimeSeriesNameNodeCalc; |
| 18 | +import com.powsybl.timeseries.ast.UnaryOperation; |
| 19 | +import org.slf4j.Logger; |
| 20 | +import org.slf4j.LoggerFactory; |
| 21 | + |
| 22 | +import java.util.HashMap; |
| 23 | +import java.util.List; |
| 24 | +import java.util.Map; |
| 25 | +import java.util.Objects; |
| 26 | +import java.util.Set; |
| 27 | + |
| 28 | +import static com.powsybl.metrix.integration.AbstractMetrix.MAX_THREAT_PREFIX; |
| 29 | +import static com.powsybl.metrix.integration.MetrixPostProcessingTimeSeries.findIdsToProcess; |
| 30 | + |
| 31 | +/** |
| 32 | + * @author Marianne Funfrock {@literal <marianne.funfrock at rte-france.com>} |
| 33 | + */ |
| 34 | +public final class MetrixBranchPostProcessingTimeSeries { |
| 35 | + |
| 36 | + private static final Logger LOGGER = LoggerFactory.getLogger(MetrixBranchPostProcessingTimeSeries.class); |
| 37 | + |
| 38 | + public static final String BASECASE_LOAD_PREFIX = "basecaseLoad_"; |
| 39 | + public static final String BASECASE_OVERLOAD_PREFIX = "basecaseOverload_"; |
| 40 | + public static final BranchPostProcessingPrefixContainer OUTAGE_PREFIX_CONTAINER = new BranchPostProcessingPrefixContainer("Outage", "outageLoad_", "outageOverload_", "overallOverload_", MAX_THREAT_PREFIX); |
| 41 | + public static final BranchPostProcessingPrefixContainer ITAM_PREFIX_CONTAINER = new BranchPostProcessingPrefixContainer("ITAM", "itamLoad_", "itamOverload_", "overallItamOverload_", MetrixOutputData.MAX_TMP_THREAT_FLOW); |
| 42 | + |
| 43 | + private final MetrixDslData metrixDslData; |
| 44 | + private final TimeSeriesMappingConfig mappingConfig; |
| 45 | + private final Set<String> allTimeSeriesNames; |
| 46 | + private final String nullableSchemaName; |
| 47 | + Map<String, NodeCalc> calculatedTimeSeries; |
| 48 | + |
| 49 | + private final Map<String, NodeCalc> postProcessingTimeSeries = new HashMap<>(); |
| 50 | + |
| 51 | + public MetrixBranchPostProcessingTimeSeries(MetrixDslData metrixDslData, |
| 52 | + TimeSeriesMappingConfig mappingConfig, |
| 53 | + Set<String> allTimeSeriesNames, |
| 54 | + String nullableSchemaName) { |
| 55 | + this.metrixDslData = metrixDslData; |
| 56 | + this.mappingConfig = mappingConfig; |
| 57 | + this.allTimeSeriesNames = allTimeSeriesNames; |
| 58 | + this.nullableSchemaName = nullableSchemaName; |
| 59 | + this.calculatedTimeSeries = new HashMap<>(mappingConfig.getTimeSeriesNodes()); |
| 60 | + } |
| 61 | + |
| 62 | + public Map<String, NodeCalc> createPostProcessingTimeSeries() { |
| 63 | + createBaseCasePostProcessingTimeSeries(); |
| 64 | + createOutagePostProcessingTimeSeries(); |
| 65 | + createItamPostProcessingTimeSeries(); |
| 66 | + return postProcessingTimeSeries; |
| 67 | + } |
| 68 | + |
| 69 | + private static NodeCalc createLoadTimeSeries(NodeCalc flowTimeSeries, NodeCalc ratingTimeSeries) { |
| 70 | + return BinaryOperation.multiply(BinaryOperation.div(flowTimeSeries, ratingTimeSeries), new FloatNodeCalc(100)); |
| 71 | + } |
| 72 | + |
| 73 | + private static NodeCalc createLoadTimeSeries(NodeCalc flowTimeSeries, NodeCalc ratingTimeSeriesOrEx, NodeCalc ratingTimeSeriesExOr) { |
| 74 | + if (ratingTimeSeriesOrEx == ratingTimeSeriesExOr) { |
| 75 | + return createLoadTimeSeries(flowTimeSeries, ratingTimeSeriesOrEx); |
| 76 | + } else { |
| 77 | + NodeCalc zero = new IntegerNodeCalc(0); |
| 78 | + NodeCalc ratingTimeSeries = BinaryOperation.plus(BinaryOperation.multiply(BinaryOperation.greaterThan(flowTimeSeries, zero), ratingTimeSeriesOrEx), |
| 79 | + BinaryOperation.multiply(BinaryOperation.lessThan(flowTimeSeries, zero), ratingTimeSeriesExOr)); |
| 80 | + return createLoadTimeSeries(flowTimeSeries, ratingTimeSeries); |
| 81 | + } |
| 82 | + } |
| 83 | + |
| 84 | + private static NodeCalc createOverloadTimeSeries(NodeCalc flowTimeSeries, NodeCalc ratingTimeSeriesOrEx, NodeCalc ratingTimeSeriesExOr) { |
| 85 | + NodeCalc positiveOverloadTimeSeries = BinaryOperation.minus(flowTimeSeries, ratingTimeSeriesOrEx); |
| 86 | + NodeCalc negativeRatingTimeSeries = UnaryOperation.negative(ratingTimeSeriesExOr); |
| 87 | + NodeCalc negativeOverloadTimeSeries = BinaryOperation.minus(flowTimeSeries, negativeRatingTimeSeries); |
| 88 | + return BinaryOperation.plus(BinaryOperation.multiply(BinaryOperation.greaterThan(flowTimeSeries, ratingTimeSeriesOrEx), positiveOverloadTimeSeries), |
| 89 | + BinaryOperation.multiply(BinaryOperation.lessThan(flowTimeSeries, negativeRatingTimeSeries), negativeOverloadTimeSeries)); |
| 90 | + } |
| 91 | + |
| 92 | + private static NodeCalc createOverallOverloadTimeSeries(NodeCalc basecaseOverloadTimeSeries, NodeCalc otherOverloadTimeSeries) { |
| 93 | + return BinaryOperation.plus(UnaryOperation.abs(basecaseOverloadTimeSeries), UnaryOperation.abs(otherOverloadTimeSeries)); |
| 94 | + } |
| 95 | + |
| 96 | + private void createBaseCasePostProcessingTimeSeries() { |
| 97 | + List<String> branchIds = findIdsToProcess(metrixDslData.getBranchMonitoringNList(), allTimeSeriesNames, MetrixOutputData.FLOW_NAME); |
| 98 | + for (String branch : branchIds) { |
| 99 | + MetrixVariable threshold = metrixDslData.getBranchMonitoringStatisticsThresholdN(branch); |
| 100 | + if (mappingConfig.getTimeSeriesName(new MappingKey(threshold, branch)) != null) { |
| 101 | + MetrixVariable thresholdEndOr = threshold == MetrixVariable.THRESHOLD_N ? MetrixVariable.THRESHOLD_N_END_OR : MetrixVariable.ANALYSIS_THRESHOLD_N_END_OR; |
| 102 | + createBaseCasePostProcessingTimeSeries(branch, threshold, thresholdEndOr); |
| 103 | + } |
| 104 | + } |
| 105 | + } |
| 106 | + |
| 107 | + private void createBaseCasePostProcessingTimeSeries(String branch, |
| 108 | + MetrixVariable thresholdN, |
| 109 | + MetrixVariable thresholdNEndOr) { |
| 110 | + LOGGER.debug("Creating basecase postprocessing time-series for {}", branch); |
| 111 | + NodeCalc flowTimeSeries = new TimeSeriesNameNodeCalc(MetrixDataName.getNameWithSchema(MetrixOutputData.FLOW_NAME + branch, nullableSchemaName)); |
| 112 | + RatingTimeSeriesData ratingTimeSeriesData = new RatingTimeSeriesData(branch, thresholdN, thresholdNEndOr); |
| 113 | + |
| 114 | + // Basecase load |
| 115 | + postProcessingTimeSeries.put(MetrixDataName.getNameWithSchema(BASECASE_LOAD_PREFIX + branch, nullableSchemaName), createLoadTimeSeries(flowTimeSeries, ratingTimeSeriesData.ratingTimeSeriesOrEx, ratingTimeSeriesData.ratingTimeSeriesExOr)); |
| 116 | + // Basecase overload |
| 117 | + postProcessingTimeSeries.put(MetrixDataName.getNameWithSchema(BASECASE_OVERLOAD_PREFIX + branch, nullableSchemaName), createOverloadTimeSeries(flowTimeSeries, ratingTimeSeriesData.ratingTimeSeriesOrEx, ratingTimeSeriesData.ratingTimeSeriesExOr)); |
| 118 | + } |
| 119 | + |
| 120 | + private void createOutagePostProcessingTimeSeries() { |
| 121 | + List<String> branchIds = findIdsToProcess(metrixDslData.getBranchMonitoringNList(), allTimeSeriesNames, OUTAGE_PREFIX_CONTAINER.maxThreatPrefix()); |
| 122 | + for (String branch : branchIds) { |
| 123 | + MetrixVariable threshold = metrixDslData.getBranchMonitoringStatisticsThresholdNk(branch); |
| 124 | + if (mappingConfig.getTimeSeriesName(new MappingKey(threshold, branch)) != null) { |
| 125 | + MetrixVariable thresholdEndOr = threshold == MetrixVariable.THRESHOLD_N1 ? MetrixVariable.THRESHOLD_N1_END_OR : MetrixVariable.ANALYSIS_THRESHOLD_NK_END_OR; |
| 126 | + createPostProcessingTimeSeries(branch, threshold, thresholdEndOr, OUTAGE_PREFIX_CONTAINER); |
| 127 | + } |
| 128 | + } |
| 129 | + } |
| 130 | + |
| 131 | + private void createItamPostProcessingTimeSeries() { |
| 132 | + List<String> branchIds = findIdsToProcess(metrixDslData.getBranchMonitoringNList(), allTimeSeriesNames, ITAM_PREFIX_CONTAINER.maxThreatPrefix()); |
| 133 | + for (String branch : branchIds) { |
| 134 | + MetrixVariable threshold = MetrixVariable.THRESHOLD_ITAM; |
| 135 | + if (mappingConfig.getTimeSeriesName(new MappingKey(threshold, branch)) != null) { |
| 136 | + MetrixVariable thresholdEndOr = MetrixVariable.THRESHOLD_ITAM_END_OR; |
| 137 | + createPostProcessingTimeSeries(branch, threshold, thresholdEndOr, ITAM_PREFIX_CONTAINER); |
| 138 | + } |
| 139 | + } |
| 140 | + } |
| 141 | + |
| 142 | + private void createPostProcessingTimeSeries(String branch, |
| 143 | + MetrixVariable threshold, |
| 144 | + MetrixVariable thresholdEndOr, |
| 145 | + BranchPostProcessingPrefixContainer postProcessingPrefixContainer) { |
| 146 | + if (LOGGER.isDebugEnabled()) { |
| 147 | + LOGGER.debug("Creating {} postprocessing time-series for {}", postProcessingPrefixContainer.postProcessingType(), branch); |
| 148 | + } |
| 149 | + NodeCalc flowTimeSeries = new TimeSeriesNameNodeCalc(MetrixDataName.getNameWithSchema(postProcessingPrefixContainer.maxThreatPrefix() + branch, nullableSchemaName)); |
| 150 | + RatingTimeSeriesData ratingTimeSeriesData = new RatingTimeSeriesData(branch, threshold, thresholdEndOr); |
| 151 | + |
| 152 | + // load |
| 153 | + postProcessingTimeSeries.put(MetrixDataName.getNameWithSchema(postProcessingPrefixContainer.loadPrefix() + branch, nullableSchemaName), createLoadTimeSeries(flowTimeSeries, ratingTimeSeriesData.ratingTimeSeriesOrEx, ratingTimeSeriesData.ratingTimeSeriesExOr)); |
| 154 | + // overload |
| 155 | + NodeCalc overloadTimeSeries = createOverloadTimeSeries(flowTimeSeries, ratingTimeSeriesData.ratingTimeSeriesOrEx, ratingTimeSeriesData.ratingTimeSeriesExOr); |
| 156 | + postProcessingTimeSeries.put(MetrixDataName.getNameWithSchema(postProcessingPrefixContainer.overloadPrefix() + branch, nullableSchemaName), overloadTimeSeries); |
| 157 | + NodeCalc basecaseOverLoadTimeSeries = postProcessingTimeSeries.get(BASECASE_OVERLOAD_PREFIX + branch); |
| 158 | + if (!Objects.isNull(basecaseOverLoadTimeSeries)) { |
| 159 | + postProcessingTimeSeries.put(MetrixDataName.getNameWithSchema(postProcessingPrefixContainer.overallOverloadPrefix() + branch, nullableSchemaName), createOverallOverloadTimeSeries(basecaseOverLoadTimeSeries, overloadTimeSeries)); |
| 160 | + } |
| 161 | + } |
| 162 | + |
| 163 | + private class RatingTimeSeriesData { |
| 164 | + protected String ratingTimeSeriesName; |
| 165 | + protected NodeCalc ratingTimeSeriesOrEx; |
| 166 | + protected NodeCalc ratingTimeSeriesExOr; |
| 167 | + |
| 168 | + protected RatingTimeSeriesData(String branch, |
| 169 | + MetrixVariable threshold, |
| 170 | + MetrixVariable thresholdEndOr) { |
| 171 | + ratingTimeSeriesName = mappingConfig.getTimeSeriesName(new MappingKey(threshold, branch)); |
| 172 | + ratingTimeSeriesOrEx = calculatedTimeSeries.computeIfAbsent(ratingTimeSeriesName, TimeSeriesNameNodeCalc::new); |
| 173 | + ratingTimeSeriesExOr = ratingTimeSeriesOrEx; |
| 174 | + if (thresholdEndOr != null) { |
| 175 | + ratingTimeSeriesName = mappingConfig.getTimeSeriesName(new MappingKey(thresholdEndOr, branch)); |
| 176 | + if (ratingTimeSeriesName != null) { |
| 177 | + ratingTimeSeriesExOr = calculatedTimeSeries.computeIfAbsent(ratingTimeSeriesName, TimeSeriesNameNodeCalc::new); |
| 178 | + } |
| 179 | + } |
| 180 | + } |
| 181 | + } |
| 182 | +} |
0 commit comments