From 2414a89a0905236f61d490a2668494e0f76c4942 Mon Sep 17 00:00:00 2001
From: Trefor Southwell <48591903+springfall2008@users.noreply.github.com>
Date: Sun, 8 Feb 2026 17:04:03 +0000
Subject: [PATCH 1/4] Enhance documentation with LoadML charts details
Added sections on monitoring and troubleshooting with charts for LoadML.
---
docs/load-ml.md | 10 ++++++++++
1 file changed, 10 insertions(+)
diff --git a/docs/load-ml.md b/docs/load-ml.md
index cebc9ad38..d96762b57 100644
--- a/docs/load-ml.md
+++ b/docs/load-ml.md
@@ -234,6 +234,16 @@ If validation MAE exceeds the threshold (default 2.0 kWh), predictions are disab
## Monitoring and Troubleshooting
+### Charts
+
+The Predbat WebUI has two charts associated with LoadML:
+
+The LoadML chart shows the corrolation between your actual load and the predictions by charting this against the prediction 1 hour in the future and 8 hours in the future.
+
+
+
+The LoadMLPower chart shows a similar view as power, but also plots PV production, predicted PV production and temperature predictions.
+
### Check Model Status
View model status in Predbat logs:
From 5aeae447115f5cea84330d715db65d7d880fdcd8 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci-lite[bot]"
<117423508+pre-commit-ci-lite[bot]@users.noreply.github.com>
Date: Sun, 8 Feb 2026 17:06:09 +0000
Subject: [PATCH 2/4] [pre-commit.ci lite] apply automatic fixes
---
docs/load-ml.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/docs/load-ml.md b/docs/load-ml.md
index d96762b57..85b3b2ba1 100644
--- a/docs/load-ml.md
+++ b/docs/load-ml.md
@@ -238,7 +238,7 @@ If validation MAE exceeds the threshold (default 2.0 kWh), predictions are disab
The Predbat WebUI has two charts associated with LoadML:
-The LoadML chart shows the corrolation between your actual load and the predictions by charting this against the prediction 1 hour in the future and 8 hours in the future.
+The LoadML chart shows the corrolation between your actual load and the predictions by charting this against the prediction 1 hour in the future and 8 hours in the future.
From a370f117274b5bfcb0a7e748827be1b442b8c0da Mon Sep 17 00:00:00 2001
From: Trefor Southwell <48591903+springfall2008@users.noreply.github.com>
Date: Sun, 8 Feb 2026 17:09:13 +0000
Subject: [PATCH 3/4] Update docs/load-ml.md
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
---
docs/load-ml.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/docs/load-ml.md b/docs/load-ml.md
index 85b3b2ba1..16724b12f 100644
--- a/docs/load-ml.md
+++ b/docs/load-ml.md
@@ -240,7 +240,7 @@ The Predbat WebUI has two charts associated with LoadML:
The LoadML chart shows the corrolation between your actual load and the predictions by charting this against the prediction 1 hour in the future and 8 hours in the future.
-
+
The LoadMLPower chart shows a similar view as power, but also plots PV production, predicted PV production and temperature predictions.
From 3fef35fecf79669f250ea727cfd847bb57f8732c Mon Sep 17 00:00:00 2001
From: Trefor Southwell <48591903+springfall2008@users.noreply.github.com>
Date: Sun, 8 Feb 2026 17:09:47 +0000
Subject: [PATCH 4/4] Fix typo in LoadML documentation
---
docs/load-ml.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/docs/load-ml.md b/docs/load-ml.md
index 16724b12f..81ca4a78e 100644
--- a/docs/load-ml.md
+++ b/docs/load-ml.md
@@ -238,7 +238,7 @@ If validation MAE exceeds the threshold (default 2.0 kWh), predictions are disab
The Predbat WebUI has two charts associated with LoadML:
-The LoadML chart shows the corrolation between your actual load and the predictions by charting this against the prediction 1 hour in the future and 8 hours in the future.
+The LoadML chart shows the correlation between your actual load and the predictions by charting this against the prediction 1 hour in the future and 8 hours in the future.