scholarly journals Forecasting heat load for smart district heating systems: A machine learning approach

2014 ◽  
Author(s):  
Samuel Idowu ◽  
Saguna Saguna ◽  
Christer Ahlund ◽  
Olov Schelen
Keyword(s):  
Machine Learning ◽  
Heat Load ◽  
District Heating ◽  
Learning Approach ◽  
Heating Systems ◽  
Machine Learning Approach ◽  
District Heating Systems

Multi-step ahead forecasting of heat load in district heating systems using machine learning algorithms

Energy ◽  
2019 ◽  
Vol 188 ◽  
pp. 116085 ◽  
Author(s):  
Puning Xue ◽  
Yi Jiang ◽  
Zhigang Zhou ◽  
Xin Chen ◽  
Xiumu Fang ◽  
...  
Keyword(s):  
Machine Learning ◽  
Heat Load ◽  
Learning Algorithms ◽  
District Heating ◽  
Machine Learning Algorithms ◽  
Heating Systems ◽  
District Heating Systems

Extreme learning machine for prediction of heat load in district heating systems

2016 ◽  
Vol 122 ◽  
pp. 222-227 ◽  
Author(s):  
Shahin Sajjadi ◽  
Shahaboddin Shamshirband ◽  
Meysam Alizamir ◽  
Por Lip Yee ◽  
Zulkefli Mansor ◽  
...  
Keyword(s):  
Extreme Learning Machine ◽  
Heat Load ◽  
District Heating ◽  
Heating Systems ◽  
District Heating Systems ◽  
Learning Machine

scholarly journals A machine learning approach to fault detection in district heating substations

2018 ◽  
Vol 149 ◽  
pp. 226-235 ◽  
Author(s):  
Sara Månsson ◽  
Per-Olof Johansson Kallioniemi ◽  
Kerstin Sernhed ◽  
Marcus Thern
Keyword(s):  
Machine Learning ◽  
Fault Detection ◽  
District Heating ◽  
Learning Approach ◽  
Machine Learning Approach

scholarly journals Operational Demand Forecasting In District Heating Systems Using Ensembles Of Online Machine Learning Algorithms

2017 ◽  
Vol 116 ◽  
pp. 208-216 ◽  
Author(s):  
Christian Johansson ◽  
Markus Bergkvist ◽  
Davy Geysen ◽  
Oscar De Somer ◽  
Niklas Lavesson ◽  
...  
Keyword(s):  
Machine Learning ◽  
Learning Algorithms ◽  
Demand Forecasting ◽  
District Heating ◽  
Machine Learning Algorithms ◽  
Heating Systems ◽  
District Heating Systems

Appraisal of soft computing methods for short term consumers' heat load prediction in district heating systems

Energy ◽  
2015 ◽  
Vol 82 ◽  
pp. 697-704 ◽  
Author(s):  
Milan Protić ◽  
Shahaboddin Shamshirband ◽  
Mohammad Hossein Anisi ◽  
Dalibor Petković ◽  
Dragan Mitić ◽  
...  
Keyword(s):  
Soft Computing ◽  
Heat Load ◽  
District Heating ◽  
Computing Methods ◽  
Load Prediction ◽  
Short Term ◽  
Heating Systems ◽  
District Heating Systems ◽  
Soft Computing Methods
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