ID: 114
/ PO3: 1
Topics: Optimization and Design, Novel Computational Methods for Machines and DevicesKeywords: design optimization, optimization methods, topology, reluctance machines.
Design Optimization of a Synchronous Reluctance Machine by Using the Combined Topology - Normalized Shape Method
Hongming Zhang1, Shiwei Zhang1, Chengcheng Liu1, Gang Lei2, Youhua Wang1, Jianguo Zhu2
1Hebei University of Technology, China, People's Republic of; 2Sydney University of Science and Technology，Australia
ID: 320
/ PO3: 2
Topics: Optimization and Design, Multi-Physics and Coupled ProblemsKeywords: vibration reduction, inverse-magnetostriction effect, topology optimization, amorphous alloy
Topology Optimization for Vibration Reduction Structures of Reactor Core Considering the Inverse-Magnetostriction Effect
Tong Ben, Min Fang, Long Chen, Ping Zhang
China Three Gorges University, China, People's Republic of
ID: 242
/ PO3: 3
Topics: Optimization and DesignKeywords: Interior permanent magnet synchronous motor, multimodal, optimization, pattern search method
Optimal Design of IPMSM for HEVs Using Circular Area Movement Optimization With Pattern Search Method
Joo-Chang Lee, Dong-kuk Lim
University of Ulsan, Korea, Republic of (South Korea)
ID: 219
/ PO3: 4
Topics: Optimization and DesignKeywords: Wireless power transmission, Optimization, Current-voltage.
Design and Optimization of An Integrated Coil Wireless Charging System Based on a Switchable Hybrid Structure
Long Chen1,2, Fei Wu1, Tong Ben2, Chunwei Zhang1
1College of Electrical Engineering and New Energy, China Three Gorges University; 2Hubei Provincial Research Center on Microgrid Engineering Technology, China Three Gorges University
ID: 240
/ PO3: 5
Topics: Optimization and DesignKeywords: Classification algorithms, design optimization, machine learning, permanent magnet motors
Multimodal Optimization Based on Machine Learning Assisted by Surrogate Model of IPMSM for Electric Vehicles
Jeong-Woo Kim, Dong-Kuk Lim
University of Ulsan, Korea, Republic of (South Korea)
ID: 244
/ PO3: 6
Topics: Optimization and DesignKeywords: Design optimization, permanent magnet motors, traction motors, motors
Optimal Design of PMa-SynRM for Electric Vehicles using Sub Region Assisted Hybrid Algorithm with Adaptive Simplex
Ji-Sung Lee, Dong-Kuk Lim
University of Ulsan, Korea, Republic of (South Korea)
ID: 572
/ PO3: 7
Topics: Mathematical Modelling and FormulationsKeywords: Optimization
(This contribution was withdrawn)
Conference Organizer
Compumag2023 secretariat
ID: 202
/ PO3: 8
Topics: Static and Quasi-Static Fields, Numerical Techniques, Novel Computational Methods for Machines and Devices, AI and Machine Learning TechnologiesKeywords: Electromagnetic rail launcher, electromagnetic field, deep learning, image prediction
Electromagnetic Field Cloud Image Prediction Method for Electromagnetic Rail Launcher at High Speed Based on Deep Learning
Liang Jin1,2, Dexin Gong1,2, Qingxin Yang1, Zhenhao Yin1
1State Key Laboratory of Electrical Equipment Reliability and Intelligentization; 2Hebei Provincial Key Laboratory of Electromagnetic Field and Reliability
ID: 271
/ PO3: 9
Topics: Novel Computational Methods for Machines and Devices, AI and Machine Learning TechnologiesKeywords: Neural networks, Prediction methods, Railguns, Long Term Evolution
Physics-augmented ConvLSTM Neural Network for Electromagnetic Field Prediction of Electromagnetic Railgun
Liang Jin1,2, Shuo Shi1,2, Dexin Gong1,2
1State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, China, People's Republic of; 2Hebei Provincial Key Laboratory of Electromagnetic Field and Reliability, Hebei University of Technology
ID: 157
/ PO3: 10
Topics: Material ModellingKeywords: Inverse rheological hysteresis model, parameter identification, first-order reversal curves, soft magnetic materials
Inverse Rheological Hysteresis Model and Its Efficient Parameter Identification Method
Ren Liu, Youhao Lu
China Three Gorges University, China, People's Republic of
ID: 196
/ PO3: 11
Topics: Optimization and DesignKeywords: Design optimization, eddy currents, sensitivity analysis, thermal engineering
Continuum Sensitivity Analysis for Shape Optimization of Steady-state Electrothermal Systems
JUN SEONG LEE, JONG OH PARK, IL HAN PARK
Sungkyunkwan University, Korea, Republic of (South Korea)
ID: 200
/ PO3: 12
Topics: Optimization and Design, AI and Machine Learning TechnologiesKeywords: TEAM Problem 35, guided optimization, pareto solution.
Benchmarking TEAM problem for guidance optimization based on magnetic field distribution characteristics
Liang Jin, Yuankai Liu, Qingxin Yang
Hebei University of Technology, China, People's Republic of
ID: 350
/ PO3: 13
Topics: Optimization and DesignKeywords: external rotor permanent magnet machine; multi-objective optimization; BP neural network; finite element analysis.
Multi-objective Optimization Design of External Rotor Permanent Magnet Machine for In-wheel Applications
Chengxu Sun, Qi Li, Tao Fan, Ye Li
Institute of Electrical Engineering, Chinese Academy of Sciences, China, People's Republic of
ID: 547
/ PO3: 14
Topics: Optimization and DesignKeywords: Permanent magnet machines, finite element analysis, torque, permanent magnets, optimization.
Optimization Design of a Novel Partioned Stator Hybrid Excitation Permanent Magnet Vernier Machine with DC Biased Sinusoidal Current
Liangliang Wei1, Dongqing Liu1, Hang Zhou2, Jiaxin Yuan2
1School of Intelligent Systems Engineering, Sun Yat-Sen University, Guangzhou 510275, China; 2School of Electrical Engineering and Automation, Wuhan University, Wuhan 430072, China,
ID: 267
/ PO3: 15
Topics: Mathematical Modelling and Formulations, AI and Machine Learning TechnologiesKeywords: Hysteresis model, Recurrent Neural Network, Machine Learing, Magnetic characteristic measurement
Magnetic Properties Simulation of Electrical Steel Sheet Based on Recurrent Neural Network
Hao Zhang1, Qingxin Yang1,2, Changgeng Zhang1, Yongjian Li1, Yifan Chen1
1Hebei University of technology, China, People's Republic of; 2Tianjin University of Technology, China, People's Republic of
ID: 558
/ PO3: 16
Topics: AI and Machine Learning TechnologiesKeywords: Electromagnetic field distribution, FEM, U-net, ResNet, Attention mechanism
Electromagnetic Field Estimated by Improved U-net Neural Network
Yifan Chen1, Qingxin Yang1,2, Yongjian Li1, Hao Zhang1, Changgeng Zhang1
1State Key Laboratory of EERI, School of Electrical Engineering, Hebei University of Technology, Tianjin 300130, China; 2School of Electrical Engineering and Automation, Tianjin University of Technology, Tianjin 300384, China
ID: 388
/ PO3: 17
Topics: Optimization and DesignKeywords: Topology optimization, multi-objective optimization, evolutionary algorithm, deep learning
A Multi-objective Topology Optimization Methodology using Deep Learning and its Application to Electromagnetic Devices
Yilun Li1, Shiyou Yang2, Zhuoxiang Ren3
1Donghua University, China, People's Republic of; 2Zhejiang University, China, People's Republic of; 3Sorbonne University, France
|
