Heat Load Forecasting: Handling Concept Drifts in District Heating Systems

被引:0
作者
Mielck, Klaas [1 ,2 ]
Yuan, Meng [1 ]
Andersen, Anders N. [3 ]
机构
[1] Department of Sustainability and Planning, Aalborg University, Aalborg, Denmark
[2] R&D Department, EMD International A/S, Aalborg, Denmark
[3] EMD International A/S, Aalborg, Denmark
来源
Euroheat and Power (English Edition) | 2023年 / 04期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:21 / 25
相关论文
共 50 条
[31]   LOAD MANAGEMENT IN DISTRICT HEATING-SYSTEMS [J].
VANDERMEULEN, SF .
ENERGY AND BUILDINGS, 1988, 12 (03) :179-189
[32]   COMPUTER MODELING OF HEAT LOAD DENSITIES FOR DISTRICT HEATING [J].
BLOOMQUIST, RG ;
LAGERGREN, S .
INTERNATIONAL SYMPOSIUM - ENERGY OPTIONS FOR THE YEAR 2000 : CONTEMPORARY CONCEPTS IN TECHNOLOGY AND POLICY, VOLS 1-4: ENERGY SYSTEM ; TECHNOLOGY FUTURES : ENERGY BUILDINGS ; INTERNATIONAL COOPERATION, 1988, :A131-A137
[33]   Heat Load Prediction through Recurrent Neural Network in District Heating and Cooling Systems [J].
Kato, Kosuke ;
Sakawa, Masatoshi ;
Ishimaru, Keiichi ;
Ushiro, Satoshi ;
Shibano, Toshihiro .
2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 2008, :1400-+
[34]   Heat load prediction in district heating systems with adaptive neuro-fuzzy method [J].
Shamshirband, Shahaboddin ;
Petkovic, Dalibor ;
Enayatifar, Rasul ;
Abdullah, Abdul Hanan ;
Markovic, Dusan ;
Lee, Malrey ;
Ahmad, Rodina .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2015, 48 :760-767
[35]   Heat demand forecasting algorithm for a Warsaw district heating network [J].
Kurek, Teresa ;
Bielecki, Artur ;
Swirski, Konrad ;
Wojdan, Konrad ;
Guzek, Michal ;
Bialek, Jakub ;
Brzozowski, Rafal ;
Serafin, Rafal .
ENERGY, 2021, 217
[36]   District heating systems load forecasting: a deep neural networks model based on similar day approach [J].
Gong, Mingju ;
Zhou, Haojie ;
Wang, Qilin ;
Wang, Sheng ;
Yang, Peng .
ADVANCES IN BUILDING ENERGY RESEARCH, 2020, 14 (03) :372-388
[37]   Using ensemble weather predictions in district heating operation and load forecasting [J].
Dahl, Magnus ;
Brun, Adam ;
Andresen, Gorm B. .
APPLIED ENERGY, 2017, 193 :455-465
[38]   Analysis on the Technical Situation and Applied Difficulties of District Heating Load Forecasting [J].
Zhao, Bingwen ;
Jin, Yu ;
Li, Wan ;
Zheng, Hanyu .
THERMAL ENGINEERING, 2022, 69 (06) :464-472
[39]   Analysis on the Technical Situation and Applied Difficulties of District Heating Load Forecasting [J].
Bingwen Zhao ;
Yu Jin ;
Wan Li ;
Hanyu Zheng .
Thermal Engineering, 2022, 69 :464-472
[40]   Explainable district heat load forecasting with active deep learning [J].
Huang, Yaohui ;
Zhao, Yuan ;
Wang, Zhijin ;
Liu, Xiufeng ;
Liu, Hanjing ;
Fu, Yonggang .
APPLIED ENERGY, 2023, 350