Simultaneous perturbation stochastic approximation optimization for energy management strategy of HEV

• Main Authors: Muhammad Fadhlan, Afif Bin Nazri, Muhammad Ikram, Mohd Rashid, Mohd Rashid
• Format: Book Section
• Language: English; English; English
• Published: Springer Singapore 2018
• Subjects: TK Electrical engineering. Electronics Nuclear engineering; TL Motor vehicles. Aeronautics. Astronautics
• Online Access: http://umpir.ump.edu.my/id/eprint/22666/1/15.%20Simultaneous%20perturbation%20stochastic%20approximation%20optimization%20for%20energy.pdf; http://umpir.ump.edu.my/id/eprint/22666/13/48.%20Simultaneous%20perturbation%20stochastic%20approximation%20optimization%20for%20energy%20management%20strategy%20of%20HEV.pdf; http://umpir.ump.edu.my/id/eprint/22666/14/48.1%20Simultaneous%20perturbation%20stochastic%20approximation%20optimization%20for%20energy%20management%20strategy%20of%20HEV.pdf; http://umpir.ump.edu.my/id/eprint/22666/; https://link.springer.com/chapter/10.1007/978-981-13-3708-6_31

This paper addresses optimization for hybrid electric vehicle (HEV). This project is using a single agent method to optimize the power losses under a specific driving cycle which is simultaneous perturbation stochastic approximation (SPSA) based method. For optimization process, four gain are added...