Merge pull request #13 from microsoft/psl-dashboard-changes

refactor: Standardize Column Names and Enhance Dashboard Configuration for Clarity and Consistency

Author: DocGailZhou

docs/images/deployment/rti-dashboard-anomaly-spikes.png

@@ -85,15 +85,15 @@ anomalyevents
     tempqualityindicator = case(tempqualitycorr >= 70, "🔴 Strong", tempqualitycorr >= 40, "🟡 Moderate", tempqualitycorr >= 20, "🟢 Weak", "⚪ none"),
     vibrationqualityindicator = case(vibrationqualitycorr >= 70, "🔴 Strong", vibrationqualitycorr >= 40, "🟡 Moderate", vibrationqualitycorr >= 20, "🟢 Weak", "⚪ none")
 | project
-    ["asset"] = assetname,
-    ["speed→temp"] = strcat(speedtempindicator, " ", speedtempcorr, "%"),
-    ["speed→vibration"] = strcat(speedvibrationindicator, " ", speedvibrationcorr, "%"),
-    ["speed→quality"] = strcat(speedqualityindicator, " ", speedqualitycorr, "%"),
-    ["temp→vibration"] = strcat(tempvibrationindicator, " ", tempvibrationcorr, "%"),
-    ["temp→quality"] = strcat(tempqualityindicator, " ", tempqualitycorr, "%"),
-    ["vibration→quality"] = strcat(vibrationqualityindicator, " ", vibrationqualitycorr, "%"),
-    ["total anomalies"] = speedanomalies + tempanomalies + vibrationanomalies + qualityanomalies
-| order by ["total anomalies"] desc
+    ["Asset"] = assetname,
+    ["Speed→Temp"] = strcat(speedtempindicator, " ", speedtempcorr, "%"),
+    ["Speed→Vibration"] = strcat(speedvibrationindicator, " ", speedvibrationcorr, "%"),
+    ["Speed→Quality"] = strcat(speedqualityindicator, " ", speedqualitycorr, "%"),
+    ["Temp→Vibration"] = strcat(tempvibrationindicator, " ", tempvibrationcorr, "%"),
+    ["Temp→Quality"] = strcat(tempqualityindicator, " ", tempqualitycorr, "%"),
+    ["Vibration→Quality"] = strcat(vibrationqualityindicator, " ", vibrationqualitycorr, "%"),
+    ["Total Anomalies"] = speedanomalies + tempanomalies + vibrationanomalies + qualityanomalies
+| order by ["Total Anomalies"] desc
 | render table
     with (
         title = "🔗 anomaly correlation matrix - when one metric has anomaly, % chance others do too"

docs/images/readme/rti-dashboard-pg1.png

@@ -80,11 +80,11 @@ events
 // 8) Presentation: columns & formatting
 // -------------------------
 | project
-    AssetName,
+    Asset = AssetName,
     ["Speed"]               = strcat(SpeedStatus, " ", round(Speed, 1), " RPM (Z:", round(SpeedZScore, 1), ")"),
     ["Temperature"]         = strcat(TempStatus, " ", round(Temperature, 1), "°F (Z:", round(TempZScore, 1), ")"),
     ["Vibration"]           = strcat(VibrationStatus, " ", round(Vibration, 3), " (Z:", round(VibZScore, 1), ")"),
     ["Defect Probability"]  = strcat(DefectStatus, " ", round(DefectProbability * 100, 1), "%"),
        ["Last Update"]         = format_datetime(Timestamp, "HH:mm:ss")
-| order by AssetName asc
+| order by Asset asc
 | render table