battery-energy-storage

Explore data center power continuity, energy ledgers & infrastructure assumptions through reproducible synthetic models.

Navigate battery, BESS & smart-grid projects through engineering questions, inspectable source code and explicit limits.

Arrange BESS FAT, SAT, commissioning and handover evidence with traceable readiness checks and explicit review controls.

Explore hybrid-energy assumptions, storage dispatch & auditable numerical screens using a reproducible Python workbench.

Attributed fork: study home-energy optimization and EV charging windows through practical lessons that retain upstream EMHASS interfaces.

High-performance Python renewable energy microgrid simulator.

Top Microgrid Management (Opensource) 🌟 Star if you like it! 🌟

Modular probabilistic forecasting framework for German electricity-market prices and BESS revenue analysis.

Where a BESS earns its day-ahead arbitrage revenue in Japan — JEPX FY2017–FY2025 (plus a partial FY2026) decomposed: not spikes but solar shape, scaled by fuel. With a cross-market ceiling table (arbitrage vs capacity vs balancing) and a documented cautionary tale.

Bridging the lab-to-field gap in BESS health diagnostics. Python case studies exploring data quality, baseline-relative degradation trends, and uncertainty-aware SOH assessment to inform asset valuation and insurance risk assessment.

Mobile Battery Energy Storage fleet dispatch via Knowledge-Guided Hybrid Reinforcement Learning. Published in Battery Energy (Wiley).

MATLAB simulation of solar + battery peak shaving for a steel plant, with EKF SoC estimation

Reinforcement-learning energy management and trading framework for a hybrid wind-PV-BESS virtual power plant on synthetic German electricity-market data (DAA / IDA1-3 / IDC).

1RC/2RC electro-thermal BESS with EKF/UKF SoC estimation, thermal SOP limits and ASTM E1049-85 degradation. OCV tables match PyBaMM to 5 uV, 182 tests.

Backend platform for Battery Energy Storage Systems (BESS) built with FastAPI, PostgreSQL/TimescaleDB, Redis, JWT Authentication, and Docker.

Linear programming model for battery energy storage systems (BESS) optimization, tracking State of Charge (SoC) dynamics and operational constraints.

Paper 1: research code and data for solid-state transformer interface design and grid-disturbance studies in a PV–battery microgrid.

terralayr — independent third-party profile of a public API surface, by API Evangelist. terralayr is a German energy-flexibility company that develops, owns and operates utility-scale battery energy storage systems (BESS) and runs LAYR, a cloud platform that aggregates heterogeneous storage assets and makes their flexibility available as bookable c

Ongoing MATLAB/Simulink & Simscape research project focused on DC microgrid modeling, renewable energy integration, MPPT control, battery storage, and DC bus voltage regulation.