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JME College
中文
Journal of Mechanical Engineering
2023, Volume 59 Issue 12 Publication:20 June 2023
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A Review of Manufacturing Big Data: Connotation, Methodology, Application and Trends
WANG Junliang, GAO Pengjie, ZHANG Jie, WANG Lihui
Journal of Mechanical Engineering. 2023, 59 (12): 1-16. doi:
10.3901/JME.2023.12.001
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555
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801
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A Multi-Lossless Linear Model Learning Method with Data Privacy-Preserving
HUA Feng, WANG Yasen, JIN Junyang, YUAN Ye
Journal of Mechanical Engineering. 2023, 59 (12): 17-27. doi:
10.3901/JME.2023.12.017
Abstract
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154
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(467KB) (
252
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Fuzzy Clustering and Nonlinear Regression Imputation for Incomplete Data of Tunnel Boring Machine
WANG Yitang, PANG Yong, ZHANG Liyong, SHI Yanjun, SUN Wei, SONG Xueguan
Journal of Mechanical Engineering. 2023, 59 (12): 28-37. doi:
10.3901/JME.2023.12.028
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186
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227
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Research on Proactive Scheduling Theory and Method Enabled by 5G Technology for Intelligent Discrete Manufacturing Shop
GAO Yiping, LI Xinyu, SHAN Hangguan, FAN Xiaohui, GAO Liang, LIU Qihao
Journal of Mechanical Engineering. 2023, 59 (12): 38-46. doi:
10.3901/JME.2023.12.038
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241
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271
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Research on Data-driven Real-time Scheduling Method of Smart Workshop
GU Wenbin, LI Yuxin, LIU Siqi, YUAN Minghai, PEI Fengque
Journal of Mechanical Engineering. 2023, 59 (12): 47-61. doi:
10.3901/JME.2023.12.047
Abstract
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233
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(624KB) (
331
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A Big Data-driven Digital Twin Model Method for Building a Shop Floor
Yan Jihong, JI Siyang
Journal of Mechanical Engineering. 2023, 59 (12): 62-77. doi:
10.3901/JME.2023.12.062
Abstract
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383
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(894KB) (
501
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Interactive Operation Agent Scheduling Method for Job Shop Based on Deep Reinforcement Learning
CHEN Ruiqi, LI Wenxin, WANG Chuanyang, YANG Hongbing
Journal of Mechanical Engineering. 2023, 59 (12): 78-88. doi:
10.3901/JME.2023.12.078
Abstract
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176
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(528KB) (
187
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Integrated Optimization of Preventive Maintenance and Flexible Job Shop Group Scheduling Based on an ABC-AN Algorithm
LIU Qiong, LIU Jiahao, LIU Jialiang
Journal of Mechanical Engineering. 2023, 59 (12): 89-96. doi:
10.3901/JME.2023.12.089
Abstract
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181
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(227KB) (
274
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A Data and Model Hybrid Driven Method for Machining Energy Consumption Prediction of Boxy Parts
ZHANG Hua, LI Shuguang, YAN Wei, JIANG Zhigang, ZHU Shuo, MA Feng
Journal of Mechanical Engineering. 2023, 59 (12): 97-108. doi:
10.3901/JME.2023.12.097
Abstract
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202
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186
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Research on Intelligent Adaptive Design for “Internet+” Customized Products
HU Bingtao, FENG Yixiong, LIU Jihong, GUO Wei, TAN Jianrong
Journal of Mechanical Engineering. 2023, 59 (12): 109-125. doi:
10.3901/JME.2023.12.109
Abstract
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193
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256
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Intelligent Decision System for Grinding Process of Typical Parts
DENG Zhaohui, LI Zhongyang, GE Jimin, LIU Tao
Journal of Mechanical Engineering. 2023, 59 (12): 126-138. doi:
10.3901/JME.2023.12.126
Abstract
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259
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230
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Approximate Bayesian Estimation of Suspension Parameters of In-service High-speed Trains Based on Kriging Surrogate Model
HE Qing, LI Lu, LI Chenzhong, WANG Ping, XIE Si
Journal of Mechanical Engineering. 2023, 59 (12): 139-148. doi:
10.3901/JME.2023.12.139
Abstract
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165
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(712KB) (
253
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Personalized Manufacturing Service Recommendation Method Based on Federated Learning Framework
WANG Lei, JIN Xiao, TANG Hongtao, LI Xixing, LI Yibing, GUO Shunsheng, GUAN Sijia
Journal of Mechanical Engineering. 2023, 59 (12): 149-161. doi:
10.3901/JME.2023.12.149
Abstract
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158
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(492KB) (
221
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Research on Online Monitoring Method and System of Aircraft Tooling Positioner Based on Multi-source Parametric Perception
LIU Wei, CHEN Qihang, LIANG Bing, ZHANG Yang
Journal of Mechanical Engineering. 2023, 59 (12): 162-172. doi:
10.3901/JME.2023.12.162
Abstract
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165
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(996KB) (
186
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Union-adversarial Training for Deep Learning based on Surface Defect Detection
WU Qiangewei, WEN Long
Journal of Mechanical Engineering. 2023, 59 (12): 173-182. doi:
10.3901/JME.2023.12.173
Abstract
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239
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(587KB) (
383
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Graph Structure and Temporal Data Driven Remaining Useful Life Prediction Method for Machinery
SHEN Tianhao, DING Kang, LI Jie, HUANG Ruyi, LI Weihua
Journal of Mechanical Engineering. 2023, 59 (12): 183-194. doi:
10.3901/JME.2023.12.183
Abstract
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253
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(748KB) (
419
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Path Graph Attention Network-based Bearing Remaining Useful Life Prediction Method
YANG Chaoying, LIU Jie, ZHOU Kaibo
Journal of Mechanical Engineering. 2023, 59 (12): 195-201. doi:
10.3901/JME.2023.12.195
Abstract
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223
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(365KB) (
331
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Fault Diagnosis Method of Wind Turbine Rolling Bearing Based on Improved Deep Residual Shrinkage Network
BIAN Wenbin, DENG Aidong, LIU Dongchuan, ZHAO Min, LIU Yang, LI Jing
Journal of Mechanical Engineering. 2023, 59 (12): 202-214. doi:
10.3901/JME.2023.12.202
Abstract
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333
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458
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Fault Diagnosis of Rotor-bearing System under Time-varying Speeds by Using Dual-threshold Attention-embedded GAN and Small Samples
HAO Haidong, LI Wei, LIU Yi, YANG Bin
Journal of Mechanical Engineering. 2023, 59 (12): 215-224. doi:
10.3901/JME.2023.12.215
Abstract
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271
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(758KB) (
343
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Influence of Size and Content on the Wear Resistance of Induction Brazing Diamond Coating in Air
LONG Weimin, LIU Dashuang, WU Aiping, ZHONG Sujuan, WANG Decheng
Journal of Mechanical Engineering. 2023, 59 (12): 225-235. doi:
10.3901/JME.2023.12.225
Abstract
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138
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(989KB) (
164
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Analysis of Adhesion Performance of Porcelain-like Anodized Aluminum-alloy Surface for Precision Instruments
GUO Lei, LIU Jianhua, XIA Huanxiong, AO Xiaohui
Journal of Mechanical Engineering. 2023, 59 (12): 236-244. doi:
10.3901/JME.2023.12.236
Abstract
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108
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(917KB) (
187
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Analysis of Arc-weld Pool Behavior of Double-Frequency Modulated Pulse TIG Root Pass Welding
ZHANG Gang, XU Zilong, SHI Yu, ZHU Ming, FAN Ding
Journal of Mechanical Engineering. 2023, 59 (12): 245-252. doi:
10.3901/JME.2023.12.245
Abstract
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135
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(929KB) (
177
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Effect of Segregation and Contact Stress on Fatigue Wear Behavior of Bainitic Rail Steel
ZHANG Ruijie, ZHENG Chunlei, ZHANG Peijun, LIU Changbo, LÜ Bo, YANG Yongqiang, HAN Qingyang, ZHANG Fucheng
Journal of Mechanical Engineering. 2023, 59 (12): 253-263. doi:
10.3901/JME.2023.12.253
Abstract
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111
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(1005KB) (
159
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Multi-directional Loading Rotary Extrusion Forming Technology and Equipment
ZHANG Zhimin, LI Guojun, WANG Qiang, YU Jianmin, XUE Yong, CHEN Zhe
Journal of Mechanical Engineering. 2023, 59 (12): 264-271. doi:
10.3901/JME.2023.12.264
Abstract
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135
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(538KB) (
174
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Deep Learning Detection Method of All-position Welding Pool
MA Xiaofeng, XIA Pan, LIU Haisheng, SHI Tielin, WANG Zhongren
Journal of Mechanical Engineering. 2023, 59 (12): 272-283. doi:
10.3901/JME.2023.12.272
Abstract
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169
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(799KB) (
188
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Effect of Traction/Braking Loads and Complex Adhesion Conditions on Metro Wheel/Rail Interactions
YANG Yunfan, LING Liang, ZHANG Tao, WANG Kaiyun, ZHAI Wanming
Journal of Mechanical Engineering. 2023, 59 (12): 284-296. doi:
10.3901/JME.2023.12.284
Abstract
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299
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(1441KB) (
455
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Study on Electromagnetic Punching Quality of AA5182 Aluminum Alloy Sheet
DUAN Liming, HONG Zhibo, CUI Junjia, LI Guangyao, JIANG Hao
Journal of Mechanical Engineering. 2023, 59 (12): 297-305. doi:
10.3901/JME.2023.12.297
Abstract
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97
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(616KB) (
209
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Semi-active Control of Quasi-zero Stiffness Air Suspension System for Commercial Vehicles Based on
H
∞
State Feedback
XU Xing, CHEN Lei, JIANG Xinwei, LIANG Cong, WANG Feng
Journal of Mechanical Engineering. 2023, 59 (12): 306-317. doi:
10.3901/JME.2023.12.306
Abstract
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184
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(973KB) (
229
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Friction-induced Vibration Reduction and Energy Harvesting of High-speed Train Brake Interface
XIANG Zaiyu, MO Jiliang, ZHU Song, CHEN Wei, DU Liqing
Journal of Mechanical Engineering. 2023, 59 (12): 318-331. doi:
10.3901/JME.2023.12.318
Abstract
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170
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(1756KB) (
332
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Decision-making and Trajectory Planning for Autonomous Heavy Truck in Dense Traffic
HU Wen, DENG Zejian, ZHANG Bangji, CAO Dongpu, YANG Yanding, CAO Kai, LI Shen
Journal of Mechanical Engineering. 2023, 59 (12): 332-342. doi:
10.3901/JME.2023.12.332
Abstract
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175
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(647KB) (
216
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Numerical Research of the Snow and Ice Accumulation in the Bogie Region of High-speed Train
LOU Zhen, CAI Lu, LI Tian, ZHANG Jiye
Journal of Mechanical Engineering. 2023, 59 (12): 343-353. doi:
10.3901/JME.2023.12.343
Abstract
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134
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184
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Safety Estimation Method of Electric System in Electric Vehicles Based on Multiple Model Coupling
LI Da, ZHANG Puchen, LIN Ni, ZHANG Zhaosheng, WANG Zhenpo, DENG Junjun
Journal of Mechanical Engineering. 2023, 59 (12): 354-363. doi:
10.3901/JME.2023.12.354
Abstract
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172
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(738KB) (
328
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Longitudinal Dynamic Model of Tire Considering Hysteresis Characteristics
DUAN Shunchang, XU Nan, SHI Qin, BAI Xianxu
Journal of Mechanical Engineering. 2023, 59 (12): 364-372. doi:
10.3901/JME.2023.12.364
Abstract
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214
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(395KB) (
263
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