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DALIAN UNIVERSITY OF TECHNOLOGY Login 中文
Liu Haitao

Associate Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates


Main positions:Associate Professor
Gender:Male
Alma Mater:Dalian University of Technology
Degree:Doctoral Degree
School/Department:Dalian University of Technology
Discipline:Power Machinery and Engineering. Fluid Machinery and Engineering
Business Address:Ganjingzi District of Dalian City, Liaoning Province, linggong Road 2
Contact Information:htliu@dlutedu.cn
E-Mail:htliu@dlut.edu.cn
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Current position: Home >> Scientific Research >> Paper Publications

From irregular to continuous: The deep Koopman model for time series forecasting of energy equipment

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Date of Publication:2024-01-01

Journal:Applied Energy

Volume:364

ISSN No.:0306-2619

Key Words:Data driven; Data handling; Deep neural networks; Digital modeling; Energy equipments; equipment; Fluidized beds; Forecasting; Irregular time series; Koopman operator; management practice; Model management; Multi-step-ahead predictions; sensor; Sequence models; time series; Time series; Time-series data; Time series forecasting; wind turbine

 

Address: No.2 Linggong Road, Ganjingzi District, Dalian City, Liaoning Province, P.R.C., 116024