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
[41]   Sparse dynamic graph learning for district heat load forecasting [J].
Huang, Yaohui ;
Zhao, Yuan ;
Wang, Zhijin ;
Liu, Xiufeng ;
Fu, Yonggang .
APPLIED ENERGY, 2024, 371
[42]   Localizing weather forecasts for enhanced heat load forecast accuracy in urban district heating systems [J].
Bergsteinsson, Hjorleifur G. ;
Sorensen, Mikkel L. ;
Moller, Jan Kloppenborg ;
Madsen, Henrik .
INTERNATIONAL JOURNAL OF SUSTAINABLE ENERGY, 2024, 43 (01)
[43]   A model for predicting the yearly load in district heating systems [J].
Jónsson, GR .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2002, 216 (A3) :277-281
[44]   Prediction of heat load in district heating systems by Support Vector Machine with Firefly searching algorithm [J].
Al-Shammari, Eiman Tamah ;
Keivani, Afram ;
Shamshirband, Shahaboddin ;
Mostafaeipour, Ali ;
Yee, Por Lip ;
Petkovic, Dalibor ;
Ch, Sudheer .
ENERGY, 2016, 95 :266-273
[45]   Toward explainable heat load patterns prediction for district heating [J].
Dang, L. Minh ;
Shin, Jihye ;
Li, Yanfen ;
Tightiz, Lilia ;
Nguyen, Tan N. N. ;
Song, Hyoung-Kyu ;
Moon, Hyeonjoon .
SCIENTIFIC REPORTS, 2023, 13 (01)
[46]   Toward explainable heat load patterns prediction for district heating [J].
L. Minh Dang ;
Jihye Shin ;
Yanfen Li ;
Lilia Tightiz ;
Tan N. Nguyen ;
Hyoung-Kyu Song ;
Hyeonjoon Moon .
Scientific Reports, 13
[47]   Heat load factor for geothermal district heating system design [J].
Yildirim, Nurdan ;
Gokcen, Gulden .
ECOS 2006: PROCEEDINGS OF THE 19TH INTERNATIONAL CONFERENCE ON EFFICIENCY, COST, OPTIMIZATION, SIMULATION AND ENVIRONMENTAL IMPACT OF ENERGY SYSTEMS, VOLS 1-3, 2006, :1245-+
[48]   Analysisand research on the heat load forecasting of solar central heating [J].
Zuo, Chao ;
Lu, Xiaojuan .
2020 2ND INTERNATIONAL CONFERENCE ON CIVIL ENGINEERING, ENVIRONMENT RESOURCES AND ENERGY MATERIALS, 2021, 634
[49]   The Forecasting of the Daily Heat Demand of the Public Sector Buildings with District Heating [J].
Parfenenko, Yuliia ;
Shendryk, Vira ;
Vashchenko, Svitlana ;
Fedotova, Natalya .
INFORMATION AND SOFTWARE TECHNOLOGIES, ICIST 2015, 2015, 538 :187-198
[50]   Poster: Heat Load Forecasting for District Water-Heating System Using Locality-Enhanced Transformer Encoder [J].
Li, Guangxia ;
Zhou, Cheng ;
Li, Ruiyu ;
Liu, Jia .
PROCEEDINGS OF THE 2022 THE THIRTEENTH ACM INTERNATIONAL CONFERENCE ON FUTURE ENERGY SYSTEMS, E-ENERGY 2022, 2022, :440-441
12345