1 months ago
高效码农
Energy System Optimization: A Complete Guide to Simulation and Management Project Overview and Industrial Applications This open-source energy management solution enables intelligent optimization of renewable energy systems for residential, commercial, and industrial applications. By integrating photovoltaic generation, battery storage, and smart load management, the system achieves cost-effective energy distribution while supporting heat pumps and EV charging infrastructure. Core Technical Components Photovoltaic Forecasting Engine Multi-source weather data integration (satellite/ground stations) Machine learning-based generation prediction 15-minute interval forecasting accuracy (±8%) Advanced Battery Management State-of-Charge (SOC) estimation algorithms Cycle life degradation modeling Chemistry-specific profiles (Li-ion, Lead-acid, Flow batteries) Adaptive Load Controller Appliance usage …
