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检索条件"主题词=Data-driven algorithms"
53 条 记 录,以下是11-20 订阅
A Practical data-driven Battery State-of-Health Estimation for Electric Vehicles
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IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2023年 第2期70卷 1973-1982页
作者: Rahimian, Saeed Khaleghi Tang, Yifan E Powertrain SERES EV Santa Clara CA 95054 USA
In this article, to estimate the battery state of health (SOH) under realistic electric vehicle (EV) conditions, a robust and efficient data-driven algorithm is developed and validated through comprehensive battery li... 详细信息
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Flow Reconstruction Around a Surface-Mounted Prism from Sparse Velocity and/or Scalar Measurements Using a Combination of POD and a data-driven Estimator
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FLOW TURBULENCE AND COMBUSTION 2023年 第4期110卷 1059-1090页
作者: Lu, Shengqi Papadakis, George Imperial Coll London Dept Aeronaut Exhibit Rd London SW7 2AZ England
A data-driven algorithm is proposed for flow reconstruction from sparse velocity and/or scalar measurements. The algorithm is applied to the flow around a two-dimensional, wall-mounted, square prism. To reduce the pro... 详细信息
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Exposures to select risk factors can be estimated from a continuous stream of inertial sensor measurements during a variety of lifting-lowering tasks
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ERGONOMICS 2024年 第11期67卷 1596-1611页
作者: Lim, Sol Virginia Tech Dept Ind & Syst Engn Blacksburg VA 24061 USA
Wearable inertial measurement units (IMUs) are used increasingly to estimate biomechanical exposures in lifting-lowering tasks. The objective of the study was to develop and evaluate predictive models for estimating r... 详细信息
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A PV Power Forecasting Based on Mechanism Model-driven and Stacking Model Fusion
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JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY 2024年 第8期19卷 4683-4697页
作者: Chen, Fan Ding, Jinjin Zhang, Qian Wu, Junjie Lei, Fan Liu, Yifan State Grid Anhui Elect Power Co Ltd Hefei Peoples R China State Grid Anhui Elect Power Co Ltd Elect Power Res Inst Hefei Peoples R China Anhui Univ Collaborat Innovat Ctr Ind Energy Saving & Power Q Hefei Peoples R China Anhui Univ Sch Elect Engn & Automat Hefei Peoples R China
Accurate short-term forecasting of photovoltaic power generation is crucial for power dispatching, capacity analysis, and unit commitment. Existing data-driven prediction algorithms have a certain impact on calculatio... 详细信息
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Variable Dynamic Mode Decomposition For Estimating Time Eigenvalues in Nuclear Systems
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NUCLEAR SCIENCE AND ENGINEERING 2023年 第8期197卷 1769-1778页
作者: Smith, Ethan Variansyah, Ilham McClarren, Ryan Univ Notre Dame Dept Aerosp & Mech Engn Fitzpatrick Hall Notre Dame IN 46556 USA
We present a new approach to calculating time eigenvalues of the neutron transport operator (also known as $$\alpha $$alpha eigenvalues) by extending the dynamic mode decomposition (DMD) to allow for nonuniform time s... 详细信息
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Massively Digitized Power Grid: Opportunities and Challenges of Use-Inspired AI
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PROCEEDINGS OF THE IEEE 2023年 第7期111卷 762-787页
作者: Xie, Le Zheng, Xiangtian Sun, Yannan Huang, Tong Bruton, Tony Texas A&M Univ Dept Elect & Comp Engn College Stn TX 77843 USA Oncor Elect Delivery Dallas TX 75202 USA MIT Lab Informat & Decis Syst 77 Massachusetts Ave Cambridge MA 02139 USA
This article presents a use-inspired perspective of the opportunities and challenges in a massively digitized power grid. It argues that the intricate interplay of data availability, computing capability, and artifici... 详细信息
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Optimal Pricing with a Single Point
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MANAGEMENT SCIENCE 2023年 第10期69卷 5866-5882页
作者: Allouah, Amine Bahamou, Achraf Besbes, Omar Columbia Univ Dept Ind Engn & Operat Res New York NY 10027 USA Columbia Univ Grad Sch Business Decis Risk & Operat Div New York NY 10027 USA
Historical data are typically limited. We study the following fundamental data-driven pricing problem. How can/should a decision maker price its product based on data at a single historical price? How valuable is such... 详细信息
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data-driven detection and identification of IoT-enabled load-altering attacks in power grids
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IET SMART GRID 2022年 第3期5卷 203-218页
作者: Lakshminarayana, Subhash Sthapit, Saurav Jahangir, Hamidreza Maple, Carsten Poor, H. Vincent Univ Warwick Sch Engn Coventry W Midlands England Univ Warwick Warwick Mfg Grp Coventry W Midlands England Princeton Univ Dept Elect & Comp Engn Princeton NJ USA
Advances in edge computing are powering the development and deployment of Internet of Things (IoT) systems to provide advanced services and resource efficiency. However, large-scale IoT-based load-altering attacks (LA... 详细信息
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Just-in-time based soft sensors for process industries: A status report and recommendations
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JOURNAL OF PROCESS CONTROL 2023年 第1期128卷
作者: Yeo, Wan Sieng Saptoro, Agus Kumar, Perumal Kano, Manabu Curtin Univ Malaysia Dept Chem & Energy Engn CDT 250 Miri 98009 Sarawak Malaysia Curtin Univ Malaysia Curtin Malaysia Res Inst CMRI CDT 250 Miri 98009 Sarawak Malaysia Kyoto Univ Dept Syst Sci Kyoto 6068501 Japan
Soft sensors are mathematical models employed to estimate hard-to-measure variables from available easy-to-measure variables. These sensors are typically developed using either model-driven algorithms or data-driven c... 详细信息
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A data-driven Model to Predict Mutual Inductance Between Planar Coils With Arbitrary Specifications and Positions
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IET ELECTRIC POWER APPLICATIONS 2025年 第1期19卷
作者: Asadi, Mahdi Abazari, Amir Musa Iran Univ Sci & Technol Sch Adv Technol Dept Energy Syst Engn Tehran Iran Urmia Univ Fac Engn Dept Mech Engn Orumiyeh Iran
The accurate prediction of mutual inductance in inductive planar coils is a critical challenge in advancing wireless power transfer (WPT) systems, particularly as traditional analytical methods struggle to balance pre... 详细信息
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