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：
9
引用
收藏
页码：21 / 25
相关论文
共 50 条
  • [31] Heat Load Prediction through Recurrent Neural Network in District Heating and Cooling Systems
    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 - +
  • [32] Heat demand forecasting algorithm for a Warsaw district heating network
    Kurek, Teresa
    Bielecki, Artur
    Swirski, Konrad
    Wojdan, Konrad
    Guzek, Michal
    Bialek, Jakub
    Brzozowski, Rafal
    Serafin, Rafal
    ENERGY, 2021, 217
  • [33] District heating systems load forecasting: a deep neural networks model based on similar day approach
    Gong, Mingju
    Zhou, Haojie
    Wang, Qilin
    Wang, Sheng
    Yang, Peng
    ADVANCES IN BUILDING ENERGY RESEARCH, 2020, 14 (03) : 372 - 388
  • [34] Using ensemble weather predictions in district heating operation and load forecasting
    Dahl, Magnus
    Brun, Adam
    Andresen, Gorm B.
    APPLIED ENERGY, 2017, 193 : 455 - 465
  • [35] Analysis on the Technical Situation and Applied Difficulties of District Heating Load Forecasting
    Zhao, Bingwen
    Jin, Yu
    Li, Wan
    Zheng, Hanyu
    THERMAL ENGINEERING, 2022, 69 (06) : 464 - 472
  • [36] Analysis on the Technical Situation and Applied Difficulties of District Heating Load Forecasting
    Bingwen Zhao
    Yu Jin
    Wan Li
    Hanyu Zheng
    Thermal Engineering, 2022, 69 : 464 - 472
  • [37] Explainable district heat load forecasting with active deep learning
    Huang, Yaohui
    Zhao, Yuan
    Wang, Zhijin
    Liu, Xiufeng
    Liu, Hanjing
    Fu, Yonggang
    APPLIED ENERGY, 2023, 350
  • [38] Sparse dynamic graph learning for district heat load forecasting
    Huang, Yaohui
    Zhao, Yuan
    Wang, Zhijin
    Liu, Xiufeng
    Fu, Yonggang
    APPLIED ENERGY, 2024, 371
  • [39] A model for predicting the yearly load in district heating systems
    Jónsson, GR
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2002, 216 (A3) : 277 - 281
  • [40] Localizing weather forecasts for enhanced heat load forecast accuracy in urban district heating systems
    Bergsteinsson, Hjorleifur G.
    Sorensen, Mikkel L.
    Moller, Jan Kloppenborg
    Madsen, Henrik
    INTERNATIONAL JOURNAL OF SUSTAINABLE ENERGY, 2024, 43 (01)
12345