INDUSTRYNORTH / Battery storage
Understand which racks behave differently, where efficiency is slipping, and how operating choices affect long-term battery value.
01 / THE CORE PACKAGE
Start with the assets and data that matter. We agree on scope and success criteria before building.
Data assessment, model validation, and delivery into your tools: Power BI, Tableau, custom applications or CMMS.
Optional modules selected for value and data readiness.
Validated state-of-health estimation
Degradation-aware dispatch scenarios
Warranty evidence and contract interpretation
Capacity and augmentation planning
BMS cell/rack voltage and temperatures, current, state of charge, PCS/EMS data and auxiliary power. Health estimation also needs adequate operating history and capacity-test references.
Analytics supports engineering review and complements the BMS and site protections. A thermal anomaly is not a prediction of a fire. Dispatch scenarios require explicit market and operating assumptions.
02 / WHAT A FINDING LOOKS LIKE
R-08 reaches a +6.4°C temperature residual after adjusting for load, SOC and ambient conditions.
ILLUSTRATIVE EXAMPLE · NOT A CLIENT RESULTSynthetic measurements and an illustrative expected profile. Select a point to inspect its values.
| Time | Expected (°C) | Observed (°C) |
|---|---|---|
| D1 | 27 | 27.2 |
| D2 | 27.7 | 27.9 |
| D3 | 27.7 | 27.9 |
| D4 | 27.1 | 27.3 |
| D5 | 26.4 | 27.2 |
| D6 | 26.2 | 27.8 |
| D7 | 26.8 | 29.2 |
| D8 | 27.5 | 30.7 |
| D9 | 27.8 | 31.8 |
| D10 | 27.3 | 32.1 |
| D11 | 26.6 | 32.2 |
| D12 | 26.2 | 32.6 |
Temperature residual: observed minus expected after adjusting for current, SOC and ambient conditions.
| Rack | Expected (°C) | Observed (°C) |
|---|---|---|
| R-01 | 0 | 0.2 |
| R-02 | 0 | 0.4 |
| R-03 | 0 | -0.3 |
| R-04 | 0 | 0.1 |
| R-05 | 0 | 0.5 |
| R-06 | 0 | 0.1 |
| R-07 | 0 | -0.2 |
| R-08 | 0 | 6.4 |
| R-09 | 0 | 0.1 |
| R-10 | 0 | 0.3 |
| R-11 | 0 | -0.1 |
| R-12 | 0 | 0.2 |
03 / FROM EVIDENCE TO DECISION
Explore each stage. See the sources, the proposal, and the point where your team decides.
OPERATIONS INTELLIGENCESIMULATIONR-08 reaches a +6.4°C temperature residual after adjusting for load, SOC and ambient conditions.
Synthetic measurements and an illustrative expected profile. Select a point to inspect its values.
Join a thermal model, operating context and service history to focus the investigation.
Evidence connected
Evidence connected
Evidence connected
Sample documents prepared for this demonstration.
Compare rack temperature and cooling response under matched operating conditions.
A filter-service entry requires follow-up confirmation from the maintenance team.
The persistent residual and peer comparison warrant cooling-system review [1][2]. Keep BMS protections in force. This signal does not establish a fire prediction or a confirmed cell defect.
The proposal retains its supporting data and documents.
A focused thermal investigation is ready for review.
Evidence reviewed · proposal prepared
The last synthetic capacity test sits below the sample contract floor. Test conditions and exclusions still need review.
Synthetic capacity tests and a sample contractual floor. Test conditions and exclusions require review before a claim.
An agent connects contract clauses, test records and operating history into a traceable review pack.
Evidence connected
Evidence connected
Evidence connected
Sample documents prepared for this demonstration.
Capacity eligibility depends on the specified test procedure and operating exclusions.
The recorded sample result is 94.2%; the month-eight sample floor is 95.9%.
The sample test is 1.7 percentage points below the example floor [2]. Reconcile test conditions and contract exclusions [1] before deciding whether a claim is supported.
The proposal retains its supporting data and documents.
A traceable review pack is ready. No claim has been submitted.
Evidence reviewed · proposal prepared
Illustrative data · sample documents · simulated workflow. These are not client results.
R-08 reaches a +6.4°C temperature residual after adjusting for load, SOC and ambient conditions.
The persistent residual and peer comparison warrant cooling-system review [1][2]. Keep BMS protections in force. This signal does not establish a fire prediction or a confirmed cell defect.
A focused thermal investigation is ready for review.
The last synthetic capacity test sits below the sample contract floor. Test conditions and exclusions still need review.
The sample test is 1.7 percentage points below the example floor [2]. Reconcile test conditions and contract exclusions [1] before deciding whether a claim is supported.
A traceable review pack is ready. No claim has been submitted.
04 / MANAGED ANALYTICS
Equipment changes. Sensors drift. Operations evolve. We keep models aligned with that reality.
See model care in action ↗