A Systematic Framework for Battery Performance Estimation Considering Model and Parameter Uncertainties
نویسندگان
چکیده
منابع مشابه
A New Model Considering Uncertainties for Power Market
Medium-term modeling of electricity market has essential role in generation expansion planning. On the other hand, uncertainties strongly affect modeling and consequently, strategic analysis of generation firms in the medium term. Therefore, models considering these uncertainties are highly required. Among uncertain variables considered in the medium term generation planning, demand and hyd...
متن کاملBayesian analysis of data-worth considering model and parameter uncertainties
The rational management of water resource systems requires an understanding of their response to existing and planned schemes of exploitation, pollution prevention and/or remediation. Such understanding requires the collection of data to help characterize the system and monitor its response to existing and future stresses. It also requires incorporating such data in models of system makeup, wat...
متن کاملState of Charge Estimation of Lithium-ion Batteries Considering Model and Parameter Uncertainties
Up to date, model and parameter uncertainties are generally overlooked by majority of researchers in the field of battery study. As a consequence, accuracy of the SOC estimation is dominated by the model fidelity and may vary from cell-tocell. This paper proposes a systematic framework with associated methodologies to quantify the battery model and parameter uncertainties for more effective bat...
متن کاملLithium-ion Battery Electrothermal Model, Parameter Estimation, and Simulation Environment
The market for lithium-ion batteries is growing exponentially. The performance of battery cells is growing due to improving production technology, but market request is growing even more rapidly. Modeling and characterization of single cells and an efficient simulation environment is fundamental for the development of an efficient battery management system. The present work is devoted to defini...
متن کاملImproved Battery Parameter Estimation Method Considering Operating Scenarios for HEV/EV Applications
Jufeng Yang 1,2, Bing Xia 2,3, Yunlong Shang 2,4, Wenxin Huang 1,* and Chris Mi 2,* 1 Department of Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China; [email protected] 2 Department of Electrical and Computer Engineering, San Diego State University, San Diego, CA 92182, USA; [email protected] (B.X.); [email protected] (Y.S.) 3 ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Prognostics and Health Management
سال: 2020
ISSN: 2153-2648,2153-2648
DOI: 10.36001/ijphm.2014.v5i2.2210