Transforming 3D multi-physics simulations into real-time onboard intelligence for energy storage systems thermal management with physics-informed neural networks
Applied Energy, vol. 418, pp. 128057
Authors 7
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Wenjiong Cao corresponding Aachen Center for Aging Institute for Power Electronics and Electrical Drives (ISEA)
Lanzhou Jiaotong University · RWTH Aachen University
Affiliation as printed
Center for Aging, Reliability and Lifetime Prediction of Electrochemical and Power Electronic Systems (CARL), RWTH Aachen University, Campus-Boulevard 89, 52074 Aachen, Germany
Innovation Centre for Energy Storage System and Operation Control Technology of Gansu Province, Lanzhou 730070, Gansu, PR China
Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Campus-Boulevard 89, 52074 Aachen, Germany
Lanzhou Jiaotong University, Lanzhou 730070, Gansu, PR China
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Affiliation as printed
Innovation Centre for Energy Storage System and Operation Control Technology of Gansu Province, Lanzhou 730070, Gansu, PR China
Lanzhou Jiaotong University, Lanzhou 730070, Gansu, PR China
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Affiliation as printed
Center for Aging, Reliability and Lifetime Prediction of Electrochemical and Power Electronic Systems (CARL), RWTH Aachen University, Campus-Boulevard 89, 52074 Aachen, Germany
Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Campus-Boulevard 89, 52074 Aachen, Germany
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Affiliation as printed
Innovation Centre for Energy Storage System and Operation Control Technology of Gansu Province, Lanzhou 730070, Gansu, PR China
Lanzhou Jiaotong University, Lanzhou 730070, Gansu, PR China
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Affiliation as printed
Innovation Centre for Energy Storage System and Operation Control Technology of Gansu Province, Lanzhou 730070, Gansu, PR China
Lanzhou Jiaotong University, Lanzhou 730070, Gansu, PR China
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Affiliation as printed
Innovation Centre for Energy Storage System and Operation Control Technology of Gansu Province, Lanzhou 730070, Gansu, PR China
Lanzhou Jiaotong University, Lanzhou 730070, Gansu, PR China
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Weihan Li corresponding Aachen Center for Aging Institute for Power Electronics and Electrical Drives (ISEA)
Affiliation as printed
Center for Aging, Reliability and Lifetime Prediction of Electrochemical and Power Electronic Systems (CARL), RWTH Aachen University, Campus-Boulevard 89, 52074 Aachen, Germany
Institute for Power Electronics and Electrical Drives (ISEA), RWTH Aachen University, Campus-Boulevard 89, 52074 Aachen, Germany
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