A Novel Pigeon-Inspired Optimized RBF Model for Parallel Battery Branch Forecasting

• Published in: Complexity (New York, N.Y.) Vol. 2021; no. 1
• Main Authors: Zhang, Yanhui, Lin, Shili, Ma, Haiping, Guo, Yuanjun, Feng, Wei
• Format: Journal Article
• Language: English
• Published: Hoboken Hindawi 2021; John Wiley & Sons, Inc; Wiley
• Subjects: Algorithms; Automation; Birds; Compasses; Electric vehicles; Energy flow; Energy storage; Forecasting; Mathematical models; Modules; Neural networks; Optimization; Product safety; Radial basis function; Rechargeable batteries; System effectiveness

Battery energy storage is the pivotal project of renewable energy systems reform and an effective regulator of energy flow. Parallel battery packs can effectively increase the capacity of battery modules. However, the power loss caused by the uncertainty of parallel battery branch current poses seve...