fix speed and ETA

README.md

@@ -23,7 +23,7 @@ This tool implements cell matching algorithms based on research findings about l
 
 > **Internal resistance matching for parallel-connected lithium-ion cells and impacts on battery pack cycle life**
 > 
-> Shi et al., Journal of Power Sources (2013)
+> Wang et al., Journal of Power Sources (2013)
 > DOI: [10.1016/j.jpowsour.2013.11.064](https://doi.org/10.1016/j.jpowsour.2013.11.064)
 
 Key findings:
@@ -60,14 +60,6 @@ Each cell requires:
 - **Capacity**: Measured capacity in mAh
 - **Internal Resistance** (optional): Measured IR in mΩ
 
-### Algorithm Selection
-
-| Algorithm | Best For | Speed |
-|-----------|----------|-------|
-| Genetic Algorithm | Most cases, large pools | Fast |
-| Simulated Annealing | Avoiding local optima | Medium |
-| Exhaustive | Small configs (<8 cells) | Slow |
-
 ### Matching Weights
 
 - **Capacity Weight**: Importance of matching parallel group capacities

js/app.js

@@ -368,11 +368,7 @@ function updateProgress(progress) {
         DOM.progressSpeed.textContent = `${formatNumber(Math.round(progress.iterationsPerSecond))}/s`;
     }
 
-    if (progress.eta > 0 && progress.eta < Infinity) {
-        DOM.progressEta.textContent = formatDuration(progress.eta);
-    } else if (progress.iteration >= progress.maxIterations * 0.9) {
-        DOM.progressEta.textContent = 'Almost done...';
-    }
+    DOM.progressEta.textContent = formatDuration(progress.eta);
 
     if (progress.currentBest && progress.currentBest.config) {
         renderLivePreview(progress.currentBest.config);

js/matching-worker.js

@@ -102,36 +102,51 @@ function calculateScore(configuration, capacityWeight = 0.7, irWeight = 0.3) {
 class StatsTracker {
     constructor() {
         this.startTime = Date.now();
-        this.iterationTimes = [];
-        this.lastIterationTime = this.startTime;
-        this.windowSize = 100; // Rolling window for time estimates
-    }
-
-    recordIteration() {
-        const now = Date.now();
-        const iterTime = now - this.lastIterationTime;
-        this.lastIterationTime = now;
-
-        this.iterationTimes.push(iterTime);
-        if (this.iterationTimes.length > this.windowSize) {
-            this.iterationTimes.shift();
-        }
+        this.lastProgressTime = this.startTime;
+        this.lastProgressIteration = 0;
+        this.speedHistory = [];
+        this.windowSize = 5; // Rolling window for speed averaging
+        this.lastEta = null;
+        this.lastEtaUpdate = 0;
     }
 
     getStats(currentIteration, maxIterations) {
-        const elapsedTime = Date.now() - this.startTime;
-        const avgIterTime = this.iterationTimes.length > 0
-            ? this.iterationTimes.reduce((a, b) => a + b, 0) / this.iterationTimes.length
+        const now = Date.now();
+        const elapsedTime = now - this.startTime;
+
+        // Calculate speed based on iterations since last progress update
+        const iterationsDelta = currentIteration - this.lastProgressIteration;
+        const timeDelta = now - this.lastProgressTime;
+
+        if (timeDelta > 0 && iterationsDelta > 0) {
+            const currentSpeed = (iterationsDelta / timeDelta) * 1000; // iterations per second
+            this.speedHistory.push(currentSpeed);
+            if (this.speedHistory.length > this.windowSize) {
+                this.speedHistory.shift();
+            }
+        }
+
+        this.lastProgressTime = now;
+        this.lastProgressIteration = currentIteration;
+
+        // Average speed from history
+        const avgSpeed = this.speedHistory.length > 0
+            ? this.speedHistory.reduce((a, b) => a + b, 0) / this.speedHistory.length
             : 0;
 
         const remainingIterations = maxIterations - currentIteration;
-        const eta = avgIterTime * remainingIterations;
+        const eta = avgSpeed > 0 ? (remainingIterations / avgSpeed) * 1000 : 0;
+
+        // Only update ETA every 500ms to avoid flickering
+        if (now - this.lastEtaUpdate > 500 || this.lastEta === null) {
+            this.lastEta = eta;
+            this.lastEtaUpdate = now;
+        }
 
         return {
             elapsedTime,
-            avgIterTime,
-            eta,
-            iterationsPerSecond: avgIterTime > 0 ? 1000 / avgIterTime : 0
+            eta: this.lastEta,
+            iterationsPerSecond: avgSpeed
         };
     }
 }
@@ -249,24 +264,28 @@ class ExhaustiveSearch {
                 }
 
                 iteration++;
-                this.stats.recordIteration();
 
-                // Check frequently for stop and send progress updates every 100 iterations
+                // Check for stop every 100 iterations, but only send progress updates every 200ms
                 if (iteration % 100 === 0) {
-                    const stats = this.stats.getStats(iteration, Math.min(totalCombinations, this.maxIterations));
+                    const now = Date.now();
+                    const timeSinceLastProgress = now - this.stats.lastProgressTime;
 
-                    self.postMessage({
-                        type: 'progress',
-                        data: {
-                            iteration,
-                            maxIterations: Math.min(totalCombinations, this.maxIterations),
-                            bestScore: this.bestScore,
-                            currentBest: this.bestSolution,
-                            totalCombinations,
-                            evaluatedCombinations: iteration,
-                            ...stats
-                        }
-                    });
+                    if (timeSinceLastProgress >= 200) {
+                        const stats = this.stats.getStats(iteration, Math.min(totalCombinations, this.maxIterations));
+
+                        self.postMessage({
+                            type: 'progress',
+                            data: {
+                                iteration,
+                                maxIterations: Math.min(totalCombinations, this.maxIterations),
+                                bestScore: this.bestScore,
+                                currentBest: this.bestSolution,
+                                totalCombinations,
+                                evaluatedCombinations: iteration,
+                                ...stats
+                            }
+                        });
+                    }
                 }
 
                 if (iteration >= this.maxIterations) {