updates
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@@ -411,10 +411,8 @@ class MachineGroup {
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return { bestCombination, bestPower, bestFlow, bestCog };
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}
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/**
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* Estimate the local dP/dQ slopes around the BEP for the provided machine.
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* A gentle +/- delta perturbation is used to keep calling code self-contained.
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*/
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// Estimate the local dP/dQ slopes around the BEP for the provided machine.
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estimateSlopesAtBEP(machine, Q_BEP, delta = 1.0) {
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const fallback = {
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slopeLeft: 0,
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@@ -424,65 +422,48 @@ class MachineGroup {
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P_BEP: 0
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};
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try {
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if (!machine || !machine.hasCurve || !machine.predictFlow) {
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this.logger.warn(`estimateSlopesAtBEP: invalid machine input provided.`);
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return fallback;
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}
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const minFlow = machine.predictFlow.currentFxyYMin;
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const maxFlow = machine.predictFlow.currentFxyYMax;
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const span = Math.max(0, maxFlow - minFlow);
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const normalizedCog = Math.max(0, Math.min(1, machine.NCog || 0));
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const targetBEP = Q_BEP ?? (minFlow + span * normalizedCog);
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const clampFlow = (flow) => Math.min(maxFlow, Math.max(minFlow, flow)); // ensure within bounds using small helper function
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const center = clampFlow(targetBEP);
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const deltaSafe = Math.max(delta, 0.01);
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const leftFlow = clampFlow(center - deltaSafe);
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const rightFlow = clampFlow(center + deltaSafe);
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const powerAt = (flow) => machine.inputFlowCalcPower(flow); // helper to get power at a given flow
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const P_center = powerAt(center);
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const P_left = powerAt(leftFlow);
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const P_right = powerAt(rightFlow);
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const slopeLeft = (P_center - P_left) / Math.max(1e-6, center - leftFlow);
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const slopeRight = (P_right - P_center) / Math.max(1e-6, rightFlow - center);
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const alpha = Math.max(1e-6, (Math.abs(slopeLeft) + Math.abs(slopeRight)) / 2);
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const minFlow = machine.predictFlow.currentFxyYMin;
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const maxFlow = machine.predictFlow.currentFxyYMax;
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const span = Math.max(0, maxFlow - minFlow);
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const normalizedCog = Math.max(0, Math.min(1, machine.NCog || 0));
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const targetBEP = Q_BEP ?? (minFlow + span * normalizedCog);
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const clampFlow = (flow) => Math.min(maxFlow, Math.max(minFlow, flow));
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const center = clampFlow(targetBEP);
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const deltaSafe = Math.max(delta, 0.01);
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const leftFlow = clampFlow(center - deltaSafe);
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const rightFlow = clampFlow(center + deltaSafe);
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const powerAt = (flow) => {
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try {
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return machine.inputFlowCalcPower(flow);
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} catch (error) {
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this.logger.warn(`estimateSlopesAtBEP: failed power calc for ${machine.config?.general?.id}: ${error.message}`);
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return 0;
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}
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};
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return {
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slopeLeft,
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slopeRight,
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alpha,
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Q_BEP: center,
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P_BEP: P_center
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};
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const P_center = powerAt(center);
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const P_left = powerAt(leftFlow);
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const P_right = powerAt(rightFlow);
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const slopeLeft = (P_center - P_left) / Math.max(1e-6, center - leftFlow);
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const slopeRight = (P_right - P_center) / Math.max(1e-6, rightFlow - center);
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const alpha = Math.max(1e-6, (Math.abs(slopeLeft) + Math.abs(slopeRight)) / 2);
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return {
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slopeLeft,
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slopeRight,
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alpha,
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Q_BEP: center,
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P_BEP: P_center
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};
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} catch (err) {
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this.logger.warn(`estimateSlopesAtBEP failed: ${err.message}`);
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return fallback;
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}
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}
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/**
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* Redistribute remaining demand using slope-based weights so flatter curves attract more flow.
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*/
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//Redistribute remaining demand using slope-based weights so flatter curves attract more flow.
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redistributeFlowBySlope(pumpInfos, flowDistribution, delta, directional = true) {
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const tolerance = 1e-3;
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let remaining = delta;
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const entryMap = new Map(flowDistribution.map(entry => [entry.machineId, entry]));
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const tolerance = 1e-3; // Small tolerance to avoid infinite loops
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let remaining = delta; // Remaining flow to distribute
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const entryMap = new Map(flowDistribution.map(entry => [entry.machineId, entry])); // Map for quick access
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// Loop until remaining flow is within tolerance
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while (Math.abs(remaining) > tolerance) {
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const increasing = remaining > 0;
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const increasing = remaining > 0; // Determine if we are increasing or decreasing flow
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// Build candidates with capacity and weight
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const candidates = pumpInfos.map(info => {
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const entry = entryMap.get(info.id);
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if (!entry) { return null; }
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const capacity = increasing ? info.maxFlow - entry.flow : entry.flow - info.minFlow;
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const capacity = increasing ? info.maxFlow - entry.flow : entry.flow - info.minFlow; // Calculate available capacity based on direction
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if (capacity <= tolerance) { return null; }
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const slope = increasing
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@@ -493,32 +474,31 @@ class MachineGroup {
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return { entry, capacity, weight };
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}).filter(Boolean);
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if (!candidates.length) { break; }
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if (!candidates.length) { break; } // No candidates available, exit loop
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const weightSum = candidates.reduce((sum, candidate) => sum + candidate.weight * candidate.capacity, 0);
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if (weightSum <= 0) { break; }
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const weightSum = candidates.reduce((sum, candidate) => sum + candidate.weight * candidate.capacity, 0); // weighted sum of capacities
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if (weightSum <= 0) { break; } // Avoid division by zero
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let progress = 0;
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// Distribute remaining flow among candidates based on their weights and capacities
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candidates.forEach(candidate => {
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let share = (candidate.weight * candidate.capacity / weightSum) * Math.abs(remaining);
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share = Math.min(share, candidate.capacity);
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if (share <= 0) { return; }
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share = Math.min(share, candidate.capacity); // Ensure we don't exceed capacity
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if (share <= 0) { return; } // Skip if no share to allocate
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if (increasing) {
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candidate.entry.flow += share;
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} else {
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candidate.entry.flow -= share;
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}
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progress += share;
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progress += share; // Track total progress made in this iteration
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});
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if (progress <= tolerance) { break; }
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remaining += increasing ? -progress : progress;
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remaining += increasing ? -progress : progress; // Update remaining flow to distribute
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}
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}
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/**
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* BEP-gravitation based combination finder that biases allocation around each pump's BEP.
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*/
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// BEP-gravitation based combination finder that biases allocation around each pump's BEP.
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calcBestCombinationBEPGravitation(combinations, Qd, method = "BEP-Gravitation-Directional") {
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let bestCombination = null;
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let bestPower = Infinity;
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@@ -534,7 +514,7 @@ class MachineGroup {
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const maxFlow = machine.predictFlow.currentFxyYMax;
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const span = Math.max(0, maxFlow - minFlow);
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const NCog = Math.max(0, Math.min(1, machine.NCog || 0));
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const estimatedBEP = minFlow + span * NCog;
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const estimatedBEP = minFlow + span * NCog; // Estimated BEP flow based on current curve
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const slopes = this.estimateSlopesAtBEP(machine, estimatedBEP);
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return {
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id: machineId,
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@@ -547,15 +527,17 @@ class MachineGroup {
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};
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});
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// Skip if no pumps in combination
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if (pumpInfos.length === 0) { return; }
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// Start at BEP flows
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const flowDistribution = pumpInfos.map(info => ({
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machineId: info.id,
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flow: Math.min(info.maxFlow, Math.max(info.minFlow, info.Q_BEP))
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}));
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}));
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let totalFlow = flowDistribution.reduce((sum, entry) => sum + entry.flow, 0);
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const delta = Qd - totalFlow;
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let totalFlow = flowDistribution.reduce((sum, entry) => sum + entry.flow, 0); // Initial total flow
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const delta = Qd - totalFlow; // Difference to target demand
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if (Math.abs(delta) > 1e-6) {
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this.redistributeFlowBySlope(pumpInfos, flowDistribution, delta, directional);
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}
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@@ -1225,8 +1207,8 @@ class MachineGroup {
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}
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module.exports = MachineGroup;
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/*
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const {coolprop} = require('generalFunctions');
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const Machine = require('../../rotatingMachine/src/specificClass');
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const Measurement = require('../../measurement/src/specificClass');
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const specs = require('../../generalFunctions/datasets/assetData/curves/hidrostal-H05K-S03R.json');
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