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检索条件"主题词=Data-driven method"
469 条 记 录,以下是31-40 订阅
排序:
A data-driven method for Predicting Capacity Degradation of Rechargeable Batteries  17
A Data-Driven Method for Predicting Capacity Degradation of ...
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17th IEEE International Conference on Industrial Informatics (INDIN)
作者: Pajovic, Milutin Orlik, Philip V. Wada, Toshihiro Takegami, Tomoki MERL Cambridge MA 02139 USA Mitsubishi Electr Corp Amagasaki Hyogo Japan
Rechargeable batteries supply numerous devices with electric power and are critical part in a variety of applications. An accurate monitoring and prediction of capacity degradation is directly related to making timely... 详细信息
来源: 评论
A data-driven method for Life Prediction Based on Performance Degradation data Under Complicated Stress
A Data-Driven Method for Life Prediction Based on Performanc...
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IEEE International Conference on Industrial Engineering and Engineering Management IEEM
作者: Meng, J. R. Feng, J. Liu, T. Y. Sun, Q. Pan, Z. Q. Natl Univ Def Technol Coll Informat Syst & Management Changsha Hunan Peoples R China
This paper presents a novel life prediction approach for degraded components under complicated stress. The approach mainly consists of two parts: a data discretization method for computing degradation rates and a clus... 详细信息
来源: 评论
Optimal ordering policy for platelets:data-driven method vs model-driven method
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Fundamental Research 2021年 第5期1卷 508-516页
作者: Mingfang Yang Xu Chen Zheng Luo School of Management and Economics University of Electronic Science and Technology of ChinaChengdu 611731P.K China
Platelets,one of the most significant materials in treating leukemia,have a limited shelf life of approximately five *** platelets cannot be manufactured and can only be centrifuged from whole or donated blood directl... 详细信息
来源: 评论
Lithium-Ion Battery Anode-Voltage Estimation Using data-driven method For DC Fast Charging Control To Mitigate Lithium Plating  4
Lithium-Ion Battery Anode-Voltage Estimation Using Data-Driv...
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4th Modeling, Estimation, and Control Conference (MECC)
作者: Hegde, Bharatkumar Haskara, Ibrahim Gen Motors Co Detroit MI 48301 USA
DC fast charging (DCFC) of a lithium-ion battery for EV applications can cause deterioration to the battery cell health due to lithium-plating of the anode. While anode potential is a good indicator for lithium platin... 详细信息
来源: 评论
data-driven method for Predicting Remaining Useful Life of Bearing Based on Bayesian Theory
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SENSORS 2021年 第1期21卷 182-182页
作者: Gao, Tianhong Li, Yuxiong Huang, Xianzhen Wang, Changli Northeastern Univ Sch Mech Engn & Automat Shenyang 110819 Peoples R China Northeastern Univ Minist Educ China Key Lab Vibrat & Control Aeroprop Syst Shenyang 110819 Peoples R China
Bearings are some of the most critical industrial parts and are widely used in various types of mechanical equipment. Bearing health status can have a significant impact on the overall equipment performance, and beari... 详细信息
来源: 评论
Seq-SVF: An unsupervised data-driven method for automatically identifying hidden governing equations
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COMPUTER PHYSICS COMMUNICATIONS 2023年 第1期292卷
作者: Wu, Zhetong Ye, Hongfei Zhang, Hongwu Zheng, Yonggang Dalian Univ Technol Fac Vehicle Engn & Mech Dept Engn Mech State Key Lab Struct Anal Optimizat & CAE Software Dalian 116024 Peoples R China
In this work, an unsupervised data-driven method based on sequential singular value filtering (SeqSVF) is proposed to simultaneously identify multiple partial differential equations from observed data considering pote... 详细信息
来源: 评论
Lithium-Ion Battery Anode-Voltage Estimation Using data-driven method For DC Fast Charging Control To Mitigate Lithium Plating
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IFAC-PapersOnLine 2024年 第28期58卷 150-155页
作者: Bharat kumar Hegde Ibrahim Haskara General Motors Company Detroit MI 48301 USA
DC fast charging (DCFC) of a lithium-ion battery for EV applications can cause deterioration to the battery cell health due to lithium-plating of the anode. While anode potential is a good indicator for lithium platin... 详细信息
来源: 评论
A Hybrid data-driven method to Predict Battery Capacity of Medical Devices and Analyze Component Effects
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FRONTIERS IN ENERGY RESEARCH 2022年 10卷
作者: Fang, Run Liao, Chengsheng Quan, Hong Zeng, Libo Peng, Qiao Wuhan Univ Sch Phys & Technol Wuhan Peoples R China Wuhan Univ Elect Informat Sch Wuhan Peoples R China Queens Univ Belfast Belfast North Ireland
Lithium-ion batteries are currently the most utilized power source in medical devices due to their long service life, high energy performance, and being portable. The performance of battery-powered medical devices is ... 详细信息
来源: 评论
Simulation-assisted data-driven method for glare control with automated shading systems in office buildings
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BUILDING AND ENVIRONMENT 2021年 196卷 107801-107801页
作者: Xie, Jiarong Sawyer, Azadeh Omidfar Carnegie Mellon Univ Sch Architecture Pittsburgh PA 15213 USA
An automated shading system is expected to effectively prevent visual discomfort associated with glare while providing adequate daylight penetration. However, the concept of visual comfort has not been well integrated... 详细信息
来源: 评论
A novel data-driven method for fuel-consumption prediction based on fast converged kernel extreme learning machine
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MEASUREMENT SCIENCE AND TECHNOLOGY 2023年 第8期34卷 085112-085112页
作者: Lyu, Zhichao Wu, Guangqiang Wang, Qiming Tongji Univ Sch Automot Studies Shanghai 201048 Peoples R China Univ Shanghai Sci & Technol Sch Mech Engn Shanghai 200090 Peoples R China
An accurate fuel consumption prediction is significant to fuel-economy-oriented optimization, which can improve vehicle fuel economy. Based on the data-driven prediction framework, this paper proposes a real-time fuel... 详细信息
来源: 评论