Formal validation for microgrid reliability based on TLA+

Abstract Ensuring the reliability of modern microgrids requires verification beyond conventional simulations. This paper introduces the novel application of TLA+, a formal specification language to model and verify a cyber‑physical microgrid with six DERs and four priority loads. Our approach formally defines critical safety invariants such as Margin of Safety (MoS) ≥ 0 and automatically uncovers subtle design flaws, including MoS violations undetected by conventional testing. Experimental verification on a 25 kV system shows TLA+ can explore 1.79 million states in under 3 minutes, mathematically proving correctness under normal (MoS = +28) and attack scenarios (MoS = –2). State‑space exploration ranges efficiently from minimal configurations (3,332 states, 8 s) to full‑load conditions (1.79 M states, 171 s) with predictable growth indicated by anomaly percentages (0.19 %-65 %). Although validated on a single topology, the method establishes a provably correct foundation for microgrid design, advancing the shift from test‑and‑fix to correct‑by‑construction methodologies in resilient smart grid engineering.

Authors

Institutions

Publication Details

Journal
Journal of Electrical Engineering
Published
2026-02-01
DOI
https://doi.org/10.2478/jee-2026-0006
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Formal validation for microgrid reliability based on TLA+

Muhammad Nasar, János Csatár
Journal of Electrical Engineering
Smart Grid Security and Resilience
article

Formal validation for microgrid reliability based on TLA+

Muhammad Nasar, János Csatár
article en

Abstract

Abstract Ensuring the reliability of modern microgrids requires verification beyond conventional simulations. This paper introduces the novel application of TLA+, a formal specification language to model and verify a cyber‑physical microgrid with six DERs and four priority loads. Our approach formally defines critical safety invariants such as Margin of Safety (MoS) ≥ 0 and automatically uncovers subtle design flaws, including MoS violations undetected by conventional testing. Experimental verification on a 25 kV system shows TLA+ can explore 1.79 million states in under 3 minutes, mathematically proving correctness under normal (MoS = +28) and attack scenarios (MoS = –2). State‑space exploration ranges efficiently from minimal configurations (3,332 states, 8 s) to full‑load conditions (1.79 M states, 171 s) with predictable growth indicated by anomaly percentages (0.19 %-65 %). Although validated on a single topology, the method establishes a provably correct foundation for microgrid design, advancing the shift from test‑and‑fix to correct‑by‑construction methodologies in resilient smart grid engineering.

Journal of Electrical EngineeringVol. 77(1)
Budapest University of Technology and Economics (HU)
Openalex Percentile: Top 52%
Smart Grid Security and Resilience
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.