NEURO-FUZZY CONTROL IN LOAD FORECASTING OF POWER SECTOR

International Journal of Power System Operation and Energy Management ◽

10.47893/ijpsoem.2013.1092 ◽

2013 ◽

pp. 216-220

Author(s):

S.HEMA CHANDRA ◽

VENDOTI MOUNIKA ◽

GUNTURU VANDANA

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Fuzzy Control ◽

Power System ◽

Load Forecasting ◽

Power Sector ◽

Short Term ◽

Neuro Fuzzy ◽

Short Term Load Forecasting ◽

Energy Interchange

Load forecasting is of vital importance for any power system. It helps in taking many decisions regarding energy purchasing and generation, maintenance, etc. Further, load forecasting provides information which is able to be used for energy interchange with other utilities. Over the years, a number of methods have been proposed for load forecasting. This paper focuses on short term load forecasting by using a hybrid model of neural networks and fuzzy logic.

Comparison of forecasting methods for power system short-term load forecasting based on neural networks

2016 IEEE International Conference on Information and Automation (ICIA) ◽

10.1109/icinfa.2016.7831806 ◽

2016 ◽

Cited By ~ 6

Author(s):

Linlin Zhuang ◽

Hai Liu ◽

Jimin Zhu ◽

Shulin Wang ◽

Yong Song

Keyword(s):

Neural Networks ◽

Power System ◽

Load Forecasting ◽

Short Term ◽

Forecasting Methods ◽

Short Term Load Forecasting

The Short Term Load Forecasting of RBF Neural Network Power System Based on Fuzzy Control

Proceedings of the 2nd International Conference on Electronics, Network and Computer Engineering (ICENCE 2016) ◽

10.2991/icence-16.2016.28 ◽

2016 ◽

Author(s):

Jiangnan Ni ◽

Guo Jin

Keyword(s):

Neural Network ◽

Fuzzy Control ◽

Power System ◽

Rbf Neural Network ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting ◽

Network Power

Data pre-processing for short-term load forecasting in an autonomous power system using artificial neural networks

Proceedings of Third International Conference on Electronics, Circuits, and Systems ◽

10.1109/icecs.1996.584560 ◽

2002 ◽

Cited By ~ 8

Author(s):

S.J. Kiartzis ◽

C.E. Zoumas ◽

A.G. Bakirtzis ◽

V. Petridis

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Power System ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting ◽

Artificial Neural ◽

Autonomous Power System

Short term load forecasting for small scale power system using fuzzy logic

2011 Fourth International Conference on Modeling, Simulation and Applied Optimization ◽

10.1109/icmsao.2011.5943733 ◽

2011 ◽

Cited By ~ 3

Author(s):

M.F.I. Khamis ◽

Z. Baharudin ◽

N. Hamid ◽

M. Abdullah ◽

F. Nordin

Keyword(s):

Fuzzy Logic ◽

Power System ◽

Load Forecasting ◽

Small Scale ◽

Short Term ◽

Short Term Load Forecasting

Short-term load forecasting in an autonomous power system using artificial neural networks

IEEE Transactions on Power Systems ◽

10.1109/59.627863 ◽

1997 ◽

Vol 12 (4) ◽

pp. 1591-1596 ◽

Cited By ~ 30

Author(s):

S.J. Kiartzis ◽

C.E. Zoumas ◽

J.B. Theocharis ◽

A.G. Bakirtzis ◽

V. Petridis

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Power System ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting ◽

Artificial Neural ◽

Autonomous Power System

Application of Neural Networks for Short Term Load Forecasting in Power System of North Macedonia

2020 55th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST) ◽

10.1109/icest49890.2020.9232674 ◽

2020 ◽

Author(s):

Goran Veljanovski ◽

Metodija Atanasovski ◽

Mitko Kostov ◽

Pande Popovski

Keyword(s):

Neural Networks ◽

Power System ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting

Mutual Information Based Input Selection in Neuro-Fuzzy Modeling for Short Term Load Forecasting of Iran National Power System

2007 IEEE International Conference on Control and Automation ◽

10.1109/icca.2007.4376854 ◽

2007 ◽

Cited By ~ 11

Author(s):

A.H. Vahabie ◽

M.M.R. Yousefi ◽

B.N. Araabi ◽

C. Lucas ◽

S. Barghinia ◽

...

Keyword(s):

Mutual Information ◽

Power System ◽

Load Forecasting ◽

Fuzzy Modeling ◽

Short Term ◽

Input Selection ◽

Neuro Fuzzy ◽

Short Term Load Forecasting ◽

National Power

A Combination of Pruning Algorithm and Parallel Networks Structure to Increase the Generalization of Neural Networks Used for Short-Term Load Forecasting of Iran Power System

2010 Asia-Pacific Power and Energy Engineering Conference ◽

10.1109/appeec.2010.5448648 ◽

2010 ◽

Author(s):

F. Amirarfaei ◽

M. B. Menhaj ◽

S. Barghinia

Keyword(s):

Neural Networks ◽

Power System ◽

Load Forecasting ◽

Short Term ◽

Pruning Algorithm ◽

Parallel Networks ◽

Short Term Load Forecasting ◽

Networks Structure

Short Term Load Forecasting with Fuzzy Logic Systems for power system planning and reliability-A Review

10.1063/1.3516348 ◽

2010 ◽

Cited By ~ 3

Author(s):

R. M. Holmukhe ◽

Mrs. Sunita Dhumale ◽

Mr. P. S. Chaudhari ◽

Mr. P. P. Kulkarni ◽

Swapan Paruya ◽

...

Keyword(s):

Fuzzy Logic ◽

Power System ◽

Load Forecasting ◽

Power System Planning ◽

Short Term ◽

Fuzzy Logic Systems ◽

System Planning ◽

Short Term Load Forecasting ◽

Logic Systems

Application of Artificial Neural Networks and Fuzzy logic Methods for Short Term Load Forecasting

Energy Procedia ◽

10.1016/j.egypro.2011.12.1183 ◽

2012 ◽

Vol 14 ◽

pp. 1883-1888 ◽

Cited By ~ 40

Author(s):

A. Badri ◽

Z. Ameli ◽

A.Motie Birjandi

Keyword(s):

Neural Networks ◽

Fuzzy Logic ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting ◽

Artificial Neural