Local-first Trello cache with Git-style sync — built and optimised for AI agent workflows.
Node-RED controller for SolarFlow battery systems with dynamic charge and discharge control, PV surplus charging, and near-zero grid power regulation.
Python battery pack simulator: ECM electro-thermal model, RTE, BMS, thermal runaway, drive cycles, EV/grid/UPS analysis.
Grid battery operations against warranty and LTSA: metered RTE with auxiliaries, contractual availability, cycles and warranty violations, capacity tests and SoH forecast; monthly Excel/HTML report; benchmarked on every NEM battery (AEMO) and validated with operator data.
Lumped thermal and auxiliary-power model of a 2.5 MW / 5 MWh LFP battery container in Polish ERA5 weather: Joule and entropic heat, chiller COP, PCS and transformer losses, and net round-trip efficiency at each metering boundary. Fixed losses, not winter, pull RTE down at low cycling.
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