Superior Optimization for a Hybrid PEMFC Power System Employing Model Predictions

• Published in: International journal of energy research Vol. 2023; pp. 1 - 16
• Main Authors: Wang, Fu-Cheng, Wang, Jian-Zhi
• Format: Journal Article
• Language: English
• Published: Bognor Regis Hindawi 2023; John Wiley & Sons, Inc
• Subjects: Accuracy; Algorithms; Alternative energy sources; Batteries; Costs; Design; Electrical loads; Electricity; Energy; Energy consumption; Energy costs; Energy resources; Fuel cells; Hybrid systems; Hydrogen; Hydrogen production; Low temperature; Machine learning; Neural networks; Operating temperature; Optimization; Power management; Prediction models; Proton exchange membrane fuel cells; Radiation; Renewable resources; Robust control; Solar energy; Solar panels; Solar radiation; Sustainability; System effectiveness; Wind power

This research investigated the impacts of model prediction on the optimization of hybrid energy systems using a system consisting of solar panels, batteries, a proton exchange membrane fuel cell (PEMFC), and a chemical hydrogen generation system. A PEMFC has several advantages, such as low operating...