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

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

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

Forecasting of consumers heat load in district heating systems using the support vector machine with a discrete wavelet transform algorithm

Energy ◽  
2015 ◽  
Vol 87 ◽  
pp. 343-351 ◽  
Author(s):  
Milan Protić ◽  
Shahaboddin Shamshirband ◽  
Dalibor Petković ◽  
Almas Abbasi ◽  
Miss Laiha Mat Kiah ◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Wavelet Transform ◽  
Discrete Wavelet Transform ◽  
Heat Load ◽  
District Heating ◽  
Support Vector ◽  
Discrete Wavelet ◽  
Heating Systems ◽  
District Heating Systems

Evaluation of the most influential parameters of heat load in district heating systems

2015 ◽  
Vol 104 ◽  
pp. 264-274 ◽  
Author(s):  
Dalibor Petković ◽  
Milan Protić ◽  
Shahaboddin Shamshirband ◽  
Shatirah Akib ◽  
Miomir Raos ◽  
...  
Keyword(s):  
Heat Load ◽  
District Heating ◽  
Heating Systems ◽  
District Heating Systems ◽  
Influential Parameters

Prediction of heat load in district heating systems by Support Vector Machine with Firefly searching algorithm

Energy ◽  
2016 ◽  
Vol 95 ◽  
pp. 266-273 ◽  
Author(s):  
Eiman Tamah Al-Shammari ◽  
Afram Keivani ◽  
Shahaboddin Shamshirband ◽  
Ali Mostafaeipour ◽  
Por Lip Yee ◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Heat Load ◽  
District Heating ◽  
Support Vector ◽  
Heating Systems ◽  
District Heating Systems

Heat load prediction in district heating systems with adaptive neuro-fuzzy method

2015 ◽  
Vol 48 ◽  
pp. 760-767 ◽  
Author(s):  
Shahaboddin Shamshirband ◽  
Dalibor Petković ◽  
Rasul Enayatifar ◽  
Abdul Hanan Abdullah ◽  
Dušan Marković ◽  
...  
Keyword(s):  
Heat Load ◽  
District Heating ◽  
Load Prediction ◽  
Heating Systems ◽  
Fuzzy Method ◽  
Neuro Fuzzy ◽  
District Heating Systems
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