Shanghai Makesens Energy Storage Technology Co., Ltd. (20240295607). METHOD, APPARATUS AND DEVICE FOR IDENTIFYING BATTERY PARAMETERS AND STORAGE MEDIUM simplified abstract
Contents
METHOD, APPARATUS AND DEVICE FOR IDENTIFYING BATTERY PARAMETERS AND STORAGE MEDIUM
Organization Name
Shanghai Makesens Energy Storage Technology Co., Ltd.
Inventor(s)
METHOD, APPARATUS AND DEVICE FOR IDENTIFYING BATTERY PARAMETERS AND STORAGE MEDIUM - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240295607 titled 'METHOD, APPARATUS AND DEVICE FOR IDENTIFYING BATTERY PARAMETERS AND STORAGE MEDIUM
The abstract describes a method, apparatus, and device for identifying battery parameters, as well as a storage medium. The method involves determining the parameters to be identified, performing a screening step with an initial population, updating positions of individuals in the population through local optimization and levy flight, selecting an optimal individual for the next generation, and repeating the screening step until a termination condition is met to obtain a final population.
- The method improves the speed of battery parameter identification.
- It involves a screening step with local optimization and levy flight.
- An optimal individual is selected based on fitness for the next generation.
- The process is repeated until a termination condition is met.
- The final population contains the identified battery parameters.
- Potential Applications:**
This technology can be used in battery management systems, electric vehicles, renewable energy systems, and portable electronic devices.
- Problems Solved:**
This technology addresses the challenge of efficiently identifying battery parameters for optimal performance and longevity.
- Benefits:**
The method improves the speed and accuracy of battery parameter identification, leading to enhanced performance and efficiency in various applications.
- Commercial Applications:**
"Enhanced Battery Parameter Identification Method for Improved Performance in Electric Vehicles and Renewable Energy Systems"
- Questions about Battery Parameter Identification:**
1. How does this method compare to traditional battery parameter identification techniques? 2. What are the key advantages of using local optimization and levy flight in this process?
Original Abstract Submitted
a method, an apparatus and a device for identifying battery parameters, and a storage medium are provided. the method includes: determining to-be-identified parameters of the battery and determining an initial population; performing a screening step with the initial population as a current population: for at least part of individuals in the current population, updating positions of the individuals in the current population through local optimization and generating corresponding first individuals, and updating the positions of the individuals in the current population through levy flight and generating corresponding second individuals; selecting an optimal individual according to fitness of the individuals in the current population and the corresponding first individuals and the corresponding second individuals, as an individual in the next generation population; repeating the above screening step until a termination condition is met, to obtain a final population; and determining the to-be-identified parameters included in the optimal individual in the final population as the parameters of the battery. with the method, the apparatus and the device for identifying battery parameters and the storage medium, the speed of parameter identification is effectively improved.
