Practical Battery Arc Flash Models
IEEE Transactions on Industry Applications (Institute of Electrical and Electronics Engineers (IEEE)) · David Rosewater, Lloyd B. Gordon et al.
This Sandia-led paper proposes a practical battery arc-flash incident-energy method that models electrode erosion and treats arc length as a random variable, tested against 228 published tests and implemented in an open-source spreadsheet.
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Overview
The study asks whether arc-flash incident energy in battery systems can be calculated both accurately and practically. NFPA 70E Annex D has referenced the maximum power transfer method since 2012; it tends to overestimate incident energy and has led to over-prescription of PPE. The proposed method predicts self-extinguishing time from battery voltage, short-circuit current, arc gap and electrode configuration (inline, open parallel, closed parallel), modelling electrode erosion and treating arc length as a random variable.
The method was tested against 228 published battery arc-flash tests and compared with the NFPA 70E Annex D maximum power transfer method and an arc-resistance method. Mean overestimation was 11.88 cal/cm² for maximum power transfer and 7.38 cal/cm² for the arc-resistance method, against 2.79 cal/cm² for the proposed ≤5% exceedance (EaR) self-extinguishing method. The maximum power method predicted a higher PPE category than measured in 90% of tests; the ≤5% EaR method selected the correct minimum PPE category in 67% of tests and underestimated in less than 1%.
In inline configurations electrode erosion dominates self-extinguishing; in parallel configurations Lorentz forces dominate. Terminating parallel conductors at an insulating boundary such as a breaker can greatly extend arc duration and make it less predictable, and in practice DC load overcurrent protection usually limits arc duration more than self-extinguishing does. Sensitivity: for a 520 V, 20 kA, 12.7 mm gap case, a 1% increase in the tuning parameter β raised the median inline arc time by 12.97% (1.19 s to 1.34 s).
Limits: the method is valid below 600 V for inline and closed parallel configurations and below 1 kV for open parallel; for short-circuit currents below 10 kA (open parallel) or 20 kA (inline and closed parallel); and only for batteries at rest on low-inductance circuits. An arc-in-a-box coefficient of 1.52, calculated for panelboards, was used for enclosed experiments. Outside these ranges, for example on 800 VDC racks, it should not be used directly.
Key points
- Across 228 published tests, mean overestimation was 11.88 cal/cm² for the maximum power transfer method and 7.38 cal/cm² for the arc-resistance method, versus 2.79 cal/cm² for the proposed ≤5% exceedance (EaR) self-extinguishing method.
- The maximum power method predicted a higher PPE category than measured in 90% of tests; the ≤5% EaR method selected the correct minimum PPE category in 67% of tests and underestimated in less than 1%.
- An arc-in-a-box coefficient of 1.52, based on the value calculated for panelboards, was used for enclosed-space experiments.
- Validity limits: below 600 V for inline and closed parallel and below 1 kV for open parallel; short-circuit current below 10 kA (open parallel) or 20 kA (inline and closed parallel); only batteries at rest on low-inductance circuits.
- Terminating parallel conductors at an insulating boundary such as a breaker can greatly extend arc duration and make it less predictable; in practice DC load overcurrent protection usually limits arc duration more than self-extinguishing does.
- For a 520 V, 20 kA, 12.7 mm gap test case, a 1% increase in the tuning parameter β raised the median inline arc time by 12.97% (1.19 s to 1.34 s).
Using it in design
- In battery-room arc-flash labelling, calculate the self-extinguishing model alongside the maximum power method rather than using the latter as the only reference, and check cases where excessive PPE categories make maintenance impractical.
- Take inputs (voltage, short-circuit current, gap, electrode configuration) from the battery data sheet and the physical layout, and check the validity ranges (600 V, 1 kV, 10-20 kA) at the start of the calculation.
- Where parallel conductors terminate at an insulating boundary, assess arc duration together with protective device clearing time, and treat DC overcurrent protection as the duration limiter.
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Who should read it
Electrical safety engineers who perform arc-flash studies and produce labels for battery systems and BESS.
Document contents
- I. Introduction
- II. Arc Flash Physics
- III. Experimental Data (A. Inline configurations, open parallel and closed parallel configurations)
- IV. Methods (A. Maximum power transfer method, B. Arc resistance method, C. Erosion model, D. Arc length as a random variable, E. Arc elongation in parallel configurations)
- V. Results
- VI. Discussion on Selecting a Configuration
- VII. Conclusion
Related standards
- NFPA 70E Annex D
Read the document
practical-battery-arc-flash-models-2026.pdf
CC BY 4.0 — share with attribution
The document is provided unaltered because its licence permits redistribution.
Publication details
- Authors
- David Rosewater; Lloyd B. Gordon; William Cantor
- Publisher
- IEEE Transactions on Industry Applications (Institute of Electrical and Electronics Engineers (IEEE))
- Year
- 2026
- Volume
- 62
- Issue
- 3
- Pages
- 5512-5521
- Document language
- English
- Source type
- Scientific
- Access
- Open licence — downloadable
- Licence
- CC BY 4.0 — share with attribution
- Licence evidence
- ieeexplore.ieee.org
Original licence note
Page 1 states '© 2025 The Authors. This work is licensed under a Creative Commons Attribution 4.0 License'.
Citation
David Rosewater; Lloyd B. Gordon; William Cantor (2026). Practical Battery Arc Flash Models. IEEE Transactions on Industry Applications (Institute of Electrical and Electronics Engineers (IEEE)). 62(3), 5512-5521. https://doi.org/10.1109/TIA.2025.3637673
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