Lithium Battery Parameter Identification and SOC Estimation Based on ESP Model

Lithium Battery Parameter Identification and SOC Estimation Based on ESP Model

Source: Power Technology Magazine Abstract An accurate battery model is crucial for electric vehicle battery management systems, as it ensures accurate estimation of the battery’s state of charge (SOC). The electrochemical model is a mechanistic model that describes the internal electrochemical reaction conditions of the battery, and extensive research has been conducted both domestically and … Read more

Genetic Simulated Annealing Clustering Algorithm Based on MATLAB

Genetic Simulated Annealing Clustering Algorithm Based on MATLAB

The genetic simulated annealing clustering algorithm based on MATLAB. The simulated annealing part recalculates the fitness of individuals after genetic operations and replaces old individuals with a certain probability to form a new population. This integrates genetic algorithms and simulated annealing algorithms to overcome the shortcomings of genetic algorithms in local search capability, achieving a … Read more