Fuzzy Filter Based State of Energy Estimation for Lithium Ion Batteries is popular PDF and ePub book, written by Shunli Wang in 2024-03-21, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Fuzzy Filter Based State of Energy Estimation for Lithium Ion Batteries can be Read Online from any device for your convenience.
Fuzzy Filter Based State of Energy Estimation for Lithium Ion Batteries Book PDF Summary
Awareness of the safety issues of lithium-ion batteries is crucial in the development of new energy technologies, and real-time and high-precision State of Energy (SOE) estimation is not only a prerequisite for battery safety, but also serves as the basis for predicting the remaining driving range of electric vehicles and aircrafts. In order to achieve real-time and accurate estimation of the energy state of lithium-ion batteries, this book improves the calculation method of the open-circuit voltage in the traditional second-order RC equivalent circuit model. It also combines a fuzzy controller and a dual-weighted multi-innovation algorithm to optimize the traditional Centralized Kalman Filter (CKF) algorithm in terms of the aspects of convergence speed, estimation accuracy, and algorithm robustness. This enables the precise estimation of SOE and the maximum available energy. The content of this book provides theoretical support for the development of new energy initiatives.
Detail Book of Fuzzy Filter Based State of Energy Estimation for Lithium Ion Batteries PDF
- Author : Shunli Wang
- Release : 21 March 2024
- Publisher : Cambridge Scholars Publishing
- ISBN : 9781527570672
- Genre : Technology & Engineering
- Total Page : 141 pages
- Language : English
- PDF File Size : 15,7 Mb
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