Generic Model Control for Lithium-Ion Batteries

被引:9
作者
Pathak, Manan [1 ]
Kolluri, Suryanarayana [1 ]
Subramanian, Venkat R. [1 ,2 ]
机构
[1] Univ Washington, Dept Chem Engn, Seattle, WA 98195 USA
[2] Pacific Northwest Natl Lab, Richland, WA 99352 USA
关键词
ORTHOGONAL COLLOCATION; SOLVERS; CHARGE; STATE; CELL;
D O I
10.1149/2.1521704jes
中图分类号
O646 [电化学、电解、磁化学];
学科分类号
081704 ;
摘要
Battery Management Systems (BMS) are critical to safe and efficient operation of lithium-ion batteries and accurate prediction of the internal states. Smarter BMS that can estimate and implement optimal charging profiles in real-time are important for advancement of the Li-ion battery technology. Estimating optimal profiles using physics-based models is computationally expensive because of the non-linear and stiff nature of the model equations, involving the need for constrained nonlinear optimization. In this work, we present an alternative approach to control batteries called as Generic Model Control, or Reference System Synthesis. This work enables robust stabilization and control of battery models to set-point as an alternative approach, eliminating the need to perform optimization of nonlinear models. As compared to the generic model control approaches implemented by previous researchers, we implement the same concept using direct DAE numerical solvers. The results are presented for single input single objective problems, and for constrained problems for various battery models. (C) The Author(s) 2017. Published by ECS. All rights reserved.
引用
收藏
页码:A973 / A986
页数:14
相关论文
共 30 条
  • [1] Generic Model Control (GMC) in Multistage Flash (MSF) Desalination
    Alsadaie, Salih M.
    Mujtaba, Iqbal M.
    [J]. JOURNAL OF PROCESS CONTROL, 2016, 44 : 92 - 105
  • [2] High gain observer based extended generic model control with application to a reactive distillation column
    Banerjee, Sudip
    Jana, Amiya K.
    [J]. JOURNAL OF PROCESS CONTROL, 2014, 24 (04) : 235 - 248
  • [3] ONLINE STARTUP OF A DISTILLATION COLUMN USING GENERIC MODEL CONTROL
    BAROLO, M
    GUARISE, GB
    RIENZI, S
    TROTTA, A
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 1993, 17 : S349 - S354
  • [4] NONLINEAR FEEDFORWARD FEEDBACK-CONTROL STRUCTURES DESIGNED BY REFERENCE SYSTEM SYNTHESIS
    BARTUSIAK, RD
    GEORGAKIS, C
    REILLY, MJ
    [J]. CHEMICAL ENGINEERING SCIENCE, 1989, 44 (09) : 1837 - 1851
  • [5] Lithium-ion battery thermal-electrochemical model-based state estimation using orthogonal collocation and a modified extended Kalman filter
    Bizeray, A. M.
    Zhao, S.
    Duncan, S. R.
    Howey, D. A.
    [J]. JOURNAL OF POWER SOURCES, 2015, 296 : 400 - 412
  • [6] Lithium ion cell modeling using orthogonal collocation on finite elements
    Cai, Long
    White, Ralph E.
    [J]. JOURNAL OF POWER SOURCES, 2012, 217 : 248 - 255
  • [7] Generalized Generic Model Control of High-purity Internal Thermally Coupled Distillation Column Based on Nonlinear Wave Theory
    Cong, Lin
    Liu, Xinggao
    Zhou, Yexiang
    Sun, Youxian
    [J]. AICHE JOURNAL, 2013, 59 (11) : 4133 - 4141
  • [8] Cutler C., 1983, Dynamic Matrix Control: An Optimal Mutlivariable Control Algorithm with Constraints
  • [9] Di Domenico Domenico, 2008, 2008 IEEE International Conference on Control Applications (CCA) part of the IEEE Multi-Conference on Systems and Control, P702, DOI 10.1109/CCA.2008.4629639
  • [10] Lithium-Ion Battery State of Charge and Critical Surface Charge Estimation Using an Electrochemical Model-Based Extended Kalman Filter
    Di Domenico, Domenico
    Stefanopoulou, Anna
    Fiengo, Giovanni
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2010, 132 (06):