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Ask questions about real battery test data.

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Analysis assistant
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Welcome to MOOSE. This is a live demo with real sample battery test data. Ask a question in plain language and get structured answers with charts and key findings. Here's what you can do:

  • Analyze Performance — Capacity fade, impedance growth, efficiency losses
  • Generate Charts — Voltage profiles, dQ/dV analysis, statistical comparisons
  • Identify Issues — Anomaly detection, failure analysis, degradation mechanisms
  • Compare Batteries — Multi-cell statistics, chemistry differences, batch analysis
  • Search Documentation — Query reference materials with source citations

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Datasets and example queries.

Click any dataset to copy it. Click an example query to auto-fill the chat.

SDI 25RM Cells (Incoming QC)
  • IQC-SDI-25RM-T5A7-0001-12ACycleLife
  • IQC-SDI-25RM-T5A7-0002-12ACycleLife
  • IQC-SDI-25RM-T5A7-0003-12ACycleLife
  • IQC-SDI-25RM-T5A7-0004-12ACycleLife
Ampace JP21 Cells (Incoming QC)
  • IQC-Ampace-JP21-2438-0004-500mACycleLife
  • IQC-Ampace-JP21-2438-0005-500mACycleLife
  • IQC-Ampace-JP21-2438-0006-500mACycleLife

LG MJ1 Cells (New Product Development)
  • NPD-LG-MJ1-N128-0001-CCRateTest
  • NPD-LG-MJ1-N128-0002-CCRateTest
  • NPD-LG-MJ1-N128-0003-CCRateTest
  • NPD-LG-MJ1-N128-0004-CCRateTest
Internal R&D Cells (Various Chemistries)
  • NPD-Internal-NMC01-250314-0001-CCRateTest
  • NPD-Internal-NMC01-250314-0002-CCRateTest
  • NPD-Internal-NMC01-250314-0003-CCRateTest
  • NPD-Internal-LCO01-250411-0001-CCRateTest
  • NPD-Internal-Graphite01-250215-0001-CCRateTest
  • NPD-Internal-Graphite01-250215-0002-CCRateTest

Panasonic Cells (Incoming QC)
  • IQC-Panasonic-3740-BC7A-0001-EIS
  • IQC-Panasonic-3576-DODF-0001-EIS
  • IQC-Panasonic-3576-DODF-0002-EIS
  • IQC-Panasonic-3541-H2ZB-0001-EIS

Panasonic 18650PF - Temperature Series

Same cell tested at different ambient temperatures

  • NPD-Panasonic-18650PF-MNNX-0001-HPPC -20degC
  • NPD-Panasonic-18650PF-MNNX-0001 HPPC -10degC
  • NPD-Panasonic-18650PF-MNNX-0001-HPPC 0degC
  • NPD-Panasonic-18650PF-MNNX-0001-HPPC 5degC
  • NPD-Panasonic-18650PF-MNNX-0001-HPPC 25degC

Try a query

Cycle life

"Compare the capacity fade between all four SDI 25RM cells"

Temperature

"How does temperature affect HPPC performance for the Panasonic 18650PF?"

Chemistry

"Compare C-rate performance between NMC, LCO, and Graphite cells"

EIS

"Show me the Nyquist plots for all Panasonic EIS tests"

Demo using sample data only. Don't enter personal, confidential, or proprietary information.

Enterprise Security

Conversation isolation Per organization, with RBAC.
Ephemeral containers Deleted after Python execution.
Knowledge base isolation Per-instance, never shared.
Full audit trail Every interaction, role-gated.

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