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
  • [1] Heat load forecasting: An online machine learning algorithm for district heating systems
    Blekinge Institute of Technology, Karlskrona, Sweden
    不详
    不详
    Euroheat Power Engl. Ed., 4 (16-19):
  • [2] Forecasting Heat Load for Smart District Heating Systems: A Machine Learning Approach
    Idowu, Samuel
    Saguna, Saguna
    Ahlund, Christer
    Schelen, Olov
    2014 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2014, : 554 - 559
  • [3] Statistical models for heat load in district heating systems
    Popescu, Daniela
    Ungureanu, Florina
    Calarasu, Doru
    ANNALS OF DAAAM FOR 2007 & PROCEEDINGS OF THE 18TH INTERNATIONAL DAAAM SYMPOSIUM: INTELLIGENT MANUFACTURING & AUTOMATION: FOCUS ON CREATIVITY, RESPONSIBILITY, AND ETHICS OF ENGINEERS, 2007, : 589 - 590
  • [4] Applied machine learning: Forecasting heat load in district heating system
    Idowu, Samuel
    Saguna, Saguna
    Ahlund, Christer
    Schelen, Olov
    ENERGY AND BUILDINGS, 2016, 133 : 478 - 488
  • [5] Heat Distribution of Heat Exchange Station in District Heating System based on Load Forecasting
    Zhao, Bingwen
    Zheng, Hanyu
    Yan, Ruxue
    THERMAL ENGINEERING, 2024, 71 (04) : 364 - 373
  • [6] Short-term heat load forecasting in district heating systems using artificial neural networks
    Benalcazar, P.
    Kaminski, J.
    INTERNATIONAL CONFERENCE ON THE SUSTAINABLE ENERGY AND ENVIRONMENTAL DEVELOPMENT, 2019, 214
  • [7] Daily heat load variations in Swedish district heating systems
    Gadd, Henrik
    Werner, Sven
    APPLIED ENERGY, 2013, 106 : 47 - 55
  • [8] Multi-step ahead forecasting of heat load in district heating systems using machine learning algorithms
    Xue, Puning
    Jiang, Yi
    Zhou, Zhigang
    Chen, Xin
    Fang, Xiumu
    Liu, Jing
    ENERGY, 2019, 188
  • [9] Forecasting of failures in district heating systems
    Babiarz, Bozena
    Chudy-Laskowska, Katarzyna
    ENGINEERING FAILURE ANALYSIS, 2015, 56 : 384 - 395
  • [10] Heat Load Forecasting of District Heating System Based on Numerical Weather Prediction Model
    Yang Hongying
    Jin Shuanglong
    Feng Shuanglei
    Wang Bo
    Zhang Fei
    Che Jianfeng
    PROCEEDINGS OF THE 2015 2ND INTERNATIONAL FORUM ON ELECTRICAL ENGINEERING AND AUTOMATION (IFEEA 2015), 2016, 54 : 1 - 5
12345