ID: 114
/ PO3: 1
Topics:
Optimization and Design, Novel Computational Methods for Machines and Devices
Keywords:
design optimization, optimization methods, topology, reluctance machines.
Design Optimization of a Synchronous Reluctance Machine by Using the Combined Topology - Normalized Shape Method
Hongming Zhang
1
, Shiwei Zhang
1
, Chengcheng Liu
1
, Gang Lei
2
, Youhua Wang
1
, Jianguo Zhu
2
1
Hebei University of Technology, China, People's Republic of;
2
Sydney University of Science and Technology，Australia
ID: 320
/ PO3: 2
Topics:
Optimization and Design, Multi-Physics and Coupled Problems
Keywords:
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 Design
Keywords:
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 Design
Keywords:
Wireless power transmission, Optimization, Current-voltage.
Design and Optimization of An Integrated Coil Wireless Charging System Based on a Switchable Hybrid Structure
Long Chen
1,2
, Fei Wu
1
, Tong Ben
2
, Chunwei Zhang
1
1
College of Electrical Engineering and New Energy, China Three Gorges University;
2
Hubei Provincial Research Center on Microgrid Engineering Technology, China Three Gorges University
ID: 240
/ PO3: 5
Topics:
Optimization and Design
Keywords:
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 Design
Keywords:
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 Formulations
Keywords:
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 Technologies
Keywords:
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 Jin
1,2
,
Dexin Gong
1,2
, Qingxin Yang
1
, Zhenhao Yin
1
1
State Key Laboratory of Electrical Equipment Reliability and Intelligentization;
2
Hebei Provincial Key Laboratory of Electromagnetic Field and Reliability
ID: 271
/ PO3: 9
Topics:
Novel Computational Methods for Machines and Devices, AI and Machine Learning Technologies
Keywords:
Neural networks, Prediction methods, Railguns, Long Term Evolution
Physics-augmented ConvLSTM Neural Network for Electromagnetic Field Prediction of Electromagnetic Railgun
Liang Jin
1,2
,
Shuo Shi
1,2
, Dexin Gong
1,2
1
State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, China, People's Republic of;
2
Hebei Provincial Key Laboratory of Electromagnetic Field and Reliability, Hebei University of Technology
ID: 157
/ PO3: 10
Topics:
Material Modelling
Keywords:
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 Design
Keywords:
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 Technologies
Keywords:
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 Design
Keywords:
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 Design
Keywords:
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 Wei
1
, Dongqing Liu
1
, Hang Zhou
2
, Jiaxin Yuan
2
1
School of Intelligent Systems Engineering, Sun Yat-Sen University, Guangzhou 510275, China;
2
School of Electrical Engineering and Automation, Wuhan University, Wuhan 430072, China,
ID: 267
/ PO3: 15
Topics:
Mathematical Modelling and Formulations, AI and Machine Learning Technologies
Keywords:
Hysteresis model, Recurrent Neural Network, Machine Learing, Magnetic characteristic measurement
Magnetic Properties Simulation of Electrical Steel Sheet Based on Recurrent Neural Network
Hao Zhang
1
, Qingxin Yang
1,2
,
Changgeng Zhang
1
, Yongjian Li
1
, Yifan Chen
1
1
Hebei University of technology, China, People's Republic of;
2
Tianjin University of Technology, China, People's Republic of
ID: 558
/ PO3: 16
Topics:
AI and Machine Learning Technologies
Keywords:
Electromagnetic field distribution, FEM, U-net, ResNet, Attention mechanism
Electromagnetic Field Estimated by Improved U-net Neural Network
Yifan Chen
1
, Qingxin Yang
1,2
, Yongjian Li
1
, Hao Zhang
1
, Changgeng Zhang
1
1
State Key Laboratory of EERI, School of Electrical Engineering, Hebei University of Technology, Tianjin 300130, China;
2
School of Electrical Engineering and Automation, Tianjin University of Technology, Tianjin 300384, China
ID: 388
/ PO3: 17
Topics:
Optimization and Design
Keywords:
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 Li
1
, Shiyou Yang
2
, Zhuoxiang Ren
3
1
Donghua University, China, People's Republic of;
2
Zhejiang University, China, People's Republic of;
3
Sorbonne University, France
|
