MPC-based energy management system design for a series HEV with battery life optimization

被引：0
|
作者：
Shafikhani, Iman [1 ]
Sundstrom, Christofer [1 ]
Aslund, Jan [1 ]
Frisk, Erik [1 ]
机构：
[1] Linkoping Univ, Fac Elect Engn, Vehicular Syst Div, S-58183 Linkoping, Sweden
来源：
2021 EUROPEAN CONTROL CONFERENCE (ECC) | 2021年
关键词：
HYBRID ELECTRIC VEHICLES; MODEL; STRATEGIES; ALGORITHM;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Simultaneous optimization of fuel consumption and battery lifetime is addressed in this work. A differential capacity degradation model is used to predict capacity loss, and linear time-varying and nonlinear MPC techniques are used to solve the energy management problem. It is shown that penalizing battery power in the MPC cost function can prolong battery lifetime by about 50 percent while achieving small gains in fuel economy compared to when the cost function only aims to minimize fuel consumption. An analysis of robustness against uncertainties in drive-cycle information shows that the controller is well-behaved and has good performance under uncertainty.
引用
收藏
页码：2591 / 2596
页数：6
相关论文
共 50 条
  • [1] MPC-Based Power Management Strategy to Reduce Power Loss in Energy Storage System of a HEV
    Cook, Morgan
    Bower, Justin
    Shahverdi, Masood
    Falahati, Bamdad
    Blekhman, David
    2017 IEEE CONFERENCE ON TECHNOLOGIES FOR SUSTAINABILITY (SUSTECH 2017), 2017, : 271 - 275
  • [2] Study on MPC-based Energy Management for a Series Tracked Vehicle
    Wei, Chao
    Wu, Xitao
    Liu, Sicheng
    2019 IEEE 28TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2019, : 1898 - 1902
  • [3] A MPC Based Energy Management Strategy for Battery-Supercapacitor Combined Energy Storage System of HEV
    Liu Sanfeng
    Peng Jun
    Li Liran
    Gong Xiaohui
    Lu Honghai
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 8727 - 8731
  • [4] An MPC-based Energy Management System for Multiple Residential Microgrids
    Parisio, Alessandra
    Wiezorek, Christian
    Kyntaja, Timo
    Elo, Joonas
    Johansson, Karl Henrik
    2015 INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2015, : 7 - 14
  • [5] An MPC-based Energy Management System for a Hybrid Electric Vehicle
    Serpi, Alessandro
    Porru, Mario
    2020 IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC), 2020,
  • [6] Time-varying MPC-based energy management for HEV including engine stop & start
    Stroe, Nicoleta
    Olaru, Sorin
    Colin, Guillaume
    Ben-Cherif, Karim
    Chamaillard, Yann
    2016 20TH INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2016, : 790 - 795
  • [7] MPC-Based Power Management Strategy to Reduce Power Loss in Energy Storage System of HEV-Improved Model
    Cook, Morgan
    Shahverdi, Masood
    Falahati, Bamdad
    Blekhman, David
    2018 IEEE CONFERENCE ON TECHNOLOGIES FOR SUSTAINABILITY (SUSTECH), 2018, : 265 - 271
  • [8] Enhanced Battery Power Constraint Handling in MPC-Based HEV Energy Management: A Two-Phase Dual-Model Approach
    Zhou, Wei
    Zhang, Ningfeng
    Zhai, Haoran
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2021, 7 (03) : 1236 - 1248
  • [9] An MPC-Based Power Management of a PV/Battery System in an Islanded DC Microgrid
    Batiyah, Salem
    Zohrabi, Nasibeh
    Abdelwahed, Sherif
    Sharma, Roshan
    2018 IEEE TRANSPORTATION AND ELECTRIFICATION CONFERENCE AND EXPO (ITEC), 2018, : 231 - 236
  • [10] Energy Management Strategy Including Battery Life Optimization for a HEV with a CVT
    Tang, Li
    Rizzoni, Giorgio
    2016 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO, ASIA-PACIFIC (ITEC ASIA-PACIFIC), 2016, : 549 - 554
12345