Neural network-based efficiency optimization of EV drive

被引：0
|
作者：
Chis, M
Jayaram, S
Rajashekara, K
机构：
来源：
1997 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, CONFERENCE PROCEEDINGS, VOLS I AND II: ENGINEERING INNOVATION: VOYAGE OF DISCOVERY | 1997年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Simulation and modelling of an electric vehicle drive system using vector controlled induction motor is discussed. An artificial neural network (ANN) based search algorithm is employed in an input-output efficiency optimization scheme for direct torque control (DTC). Comparison is made with the same method applied to a classical rotor flux-oriented (RFOC) drive.
引用
收藏
页码：454 / 457
页数：4
相关论文
共 50 条
  • [21] A deep neural network-based algorithm for solving structural optimization
    Dung Nguyen Kien
    Zhuang, Xiaoying
    JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2021, 22 (08): : 609 - 620
  • [22] Neural network-based surrogate modeling and optimization of a multigeneration system
    Ghafariasl, Parviz
    Mahmoudan, Alireza
    Mohammadi, Mahmoud
    Nazarparvar, Aria
    Hoseinzadeh, Siamak
    Fathali, Mani
    Chang, Shing
    Zeinalnezhad, Masoomeh
    Garcia, Davide Astiaso
    APPLIED ENERGY, 2024, 364
  • [23] A neural network-based optimization approach for induction motor design
    Idir, K
    Chang, LC
    Dai, HP
    1996 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING - CONFERENCE PROCEEDINGS, VOLS I AND II: THEME - GLIMPSE INTO THE 21ST CENTURY, 1996, : 951 - 954
  • [24] Continuous optimization for construction of neural network-based prediction intervals
    Xue, Long
    Zhou, Kai
    Zhang, Xiaoge
    KNOWLEDGE-BASED SYSTEMS, 2024, 293
  • [25] Graph Neural Network-Based Detailed Placement Optimization Framework
    Lim, Dho Ui
    Park, Heechun
    2024 25TH INTERNATIONAL SYMPOSIUM ON QUALITY ELECTRONIC DESIGN, ISQED 2024, 2024,
  • [26] Neural network-based optimization model for sprint data collection
    Luo, Guangfei
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2022, 22 (01) : 253 - 263
  • [27] Neural Network-Based Frequency Optimization for Superconducting Quantum Chips
    Lu, Bin-Han
    Li, Qing-Song
    Wang, Peng
    Chen, Zhao-Yun
    Wu, Yu-Chun
    Guo, Guo-Ping
    CHINESE PHYSICS LETTERS, 2025, 42 (03)
  • [28] Neural network efficiency optimization control of a variable speed compressor motor drive
    Yatim, Abdul Halim Mohd
    Utorno, Wahyu Mulyo
    IEEE IEMDC 2007: PROCEEDINGS OF THE INTERNATIONAL ELECTRIC MACHINES AND DRIVES CONFERENCE, VOLS 1 AND 2, 2007, : 1716 - +
  • [29] Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection
    Masum, Mohammad
    Shahriar, Hossain
    Haddad, Hisham
    Faruk, Md Jobair Hossain
    Valero, Maria
    Khan, Md Abdullah
    Rahman, Mohammad A.
    Adnan, Muhaiminul, I
    Cuzzocrea, Alfredo
    Wu, Fan
    2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2021, : 5413 - 5419
  • [30] NC Ultrasonic Machining Efficiency: Neural Network-Based Modeling and Simulation
    Zhong, Gaoyan
    Wang, Yanqing
    MATERIALS PROCESSING TECHNOLOGY, PTS 1-4, 2011, 291-294 : 406 - 410
12345