Comparision of Short Term Load Forecast Techniques using Univariate Data

Mapping Intimacies ◽

10.1109/asiancon51346.2021.9544721 ◽

2021 ◽

Author(s):

Machiraju Yashwanth ◽

Mujjiga Revanth ◽

Kalluri Manaswee Reddy

Keyword(s):

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Machine Learning Algorithms for Short-Term Load Forecast in Residential Buildings Using Smart Meters, Sensors and Big Data Solutions

IEEE Access ◽

10.1109/access.2019.2958383 ◽

2019 ◽

Vol 7 ◽

pp. 177874-177889 ◽

Author(s):

Simona-Vasilica Oprea ◽

Adela Bara

Keyword(s):

Machine Learning ◽

Big Data ◽

Residential Buildings ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Smart Meters ◽

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Load profile analysis and short-term building load forecast for a university campus

2016 IEEE Power and Energy Society General Meeting (PESGM) ◽

10.1109/pesgm.2016.7742034 ◽

2016 ◽

Author(s):

Xinda Ke ◽

Anjie Jiang ◽

Ning Lu

Keyword(s):

Profile Analysis ◽

University Campus ◽

Load Profile ◽

Load Forecast ◽

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Neural Network-Based Model Design for Short-Term Load Forecast in Distribution Systems

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2015.2390132 ◽

2016 ◽

Vol 31 (1) ◽

pp. 72-81 ◽

Author(s):

Ni Ding ◽

Clementine Benoit ◽

Guillaume Foggia ◽

Yvon Besanger ◽

Frederic Wurtz

Keyword(s):

Neural Network ◽

Distribution Systems ◽

Model Design ◽

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Autoregressive with Exogenous Variables and Neural Network Short-Term Load Forecast Models for Residential Low Voltage Distribution Networks

Energies ◽

10.3390/en7052938 ◽

2014 ◽

Vol 7 (5) ◽

pp. 2938-2960 ◽

Author(s):

Christopher Bennett ◽

Rodney Stewart ◽

Junwei Lu

Keyword(s):

Neural Network ◽

Low Voltage ◽

Distribution Networks ◽

Voltage Distribution ◽

Exogenous Variables ◽

Load Forecast ◽

Forecast Models

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Short term load forecast using Burg autoregressive technique

2007 International Conference on Intelligent and Advanced Systems ◽

10.1109/icias.2007.4658519 ◽

2007 ◽

Author(s):

Nidal Kamel ◽

Zuhairi Baharudin

Keyword(s):

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Short-Term Building Load Forecast Based on Patch Learning with Long Short-Term Memory Network and Support Vector Regression

10.1007/978-981-16-5188-5_53 ◽

2021 ◽

pp. 742-756

Author(s):

Zhaohui Dan ◽

Bo Wang ◽

Huijin Fan ◽

Lei Liu

Keyword(s):

Support Vector Regression ◽

Short Term Memory ◽

Support Vector ◽

Term Memory ◽

Load Forecast ◽

Memory Network ◽

Building Load ◽

Long Short Term Memory

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Day periodical classification for wide area day ahead short-term load forecast

2012 IEEE Power and Energy Society General Meeting ◽

10.1109/pesgm.2012.6345133 ◽

2012 ◽

Author(s):

Fang Yuan Xu ◽

Loi Lei Lai

Keyword(s):

Wide Area ◽

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Short term load forecast method using artificial neural network with artificial immune systems

2017 IEEE URUCON ◽

10.1109/urucon.2017.8171844 ◽

2017 ◽

Author(s):

Ricardo Alonso ◽

Alcides Chavez

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Artificial Immune Systems ◽

Forecast Method ◽

Artificial Immune ◽

Load Forecast ◽

Immune Systems ◽

Artificial Neural

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Short-term load forecast by plausibility checking of announced demand: An expert-system approach

European Transactions on Electrical Power ◽

10.1002/etep.4450030506 ◽

2007 ◽

Vol 3 (5) ◽

pp. 353-358 ◽

Author(s):

M. L. Markovié ◽

W. F. Fraissler

Keyword(s):

Expert System ◽

System Approach ◽

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Application of neuro-fuzzy models in short term electricity load forecast

2009 14th International CSI Computer Conference ◽

10.1109/csicc.2009.5349434 ◽

2009 ◽

Author(s):

A. R. Koushki ◽

M. Nosrati Maralloo ◽

C. Lucas ◽

A. Kalhor

Keyword(s):

Load Forecast ◽

Fuzzy Models ◽

Neuro Fuzzy ◽

Electricity Load

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