Development of Peak Load Forecasting System using Neural Networks and Fuzzy Theory

Development of peak load forecasting system using neural networks and fuzzy theory

Electrical Engineering in Japan ◽

10.1002/eej.4391170304 ◽

1996 ◽

Vol 117 (3) ◽

pp. 41-51 ◽

Cited By ~ 1

Author(s):

Yoshiteru Ueki ◽

Tetsuro Matsui ◽

Hiroshi Endo ◽

Tatsuyosi Kato ◽

Ryosaku Araya

Keyword(s):

Neural Networks ◽

Fuzzy Theory ◽

Peak Load ◽

Load Forecasting ◽

The development of the water flow forecasting system into the dam by neural networks and fuzzy theory

IEEJ Transactions on Power and Energy ◽

10.1541/ieejpes1990.119.10_1020 ◽

1999 ◽

Vol 119 (10) ◽

pp. 1020-1025 ◽

Cited By ~ 3

Author(s):

Tatsuya Iizaka ◽

Tetsuro Matsui ◽

Yoshiteru Ueki

Keyword(s):

Neural Networks ◽

Water Flow ◽

Fuzzy Theory ◽

Lecture Notes in Networks and Systems - Advances in Information and Communication ◽

Performance Analysis of Artificial Neural Networks Training Algorithms and Activation Functions in Day-Ahead Base, Intermediate, and Peak Load Forecasting

10.1007/978-3-030-12385-7_23 ◽

2019 ◽

pp. 284-298

Author(s):

Lemuel Clark P. Velasco ◽

Noel R. Estoperez ◽

Renbert Jay R. Jayson ◽

Caezar Johnlery T. Sabijon ◽

Verlyn C. Sayles

Keyword(s):

Neural Networks ◽

Performance Analysis ◽

Peak Load ◽

Load Forecasting ◽

Training Algorithms ◽

Activation Functions ◽

Artificial Neural

Proceedings of International Conference on Intelligent System Application to Power Systems ◽

A daily peak load forecasting system using a chaotic time series

10.1109/isap.1996.501083 ◽

2002 ◽

Cited By ~ 2

Author(s):

Jae-Gyun Choi ◽

Jong-Keun Park ◽

Kwang-Ho Kim ◽

Jae-Cheol Kim

Keyword(s):

Time Series ◽

Peak Load ◽

Load Forecasting ◽

Chaotic Time Series ◽

Design of artificial neural networks for short-term load forecasting. Part 2: Multilayer feedforward networks for peak load and valley load forecasting

IEE Proceedings C Generation Transmission and Distribution ◽

10.1049/ip-c.1991.0052 ◽

1991 ◽

Vol 138 (5) ◽

pp. 414 ◽

Cited By ~ 15

Author(s):

Yuan-Yih Hsu ◽

Chien-Chuen Yang

Keyword(s):

Neural Networks ◽

Peak Load ◽

Load Forecasting ◽

Short Term ◽

Feedforward Networks ◽

Short Term Load Forecasting ◽

Artificial Neural

Development of Electric Load Forecasting System using Neural Networks

IEEJ Transactions on Power and Energy ◽

10.1541/ieejpes1990.120.12_1550 ◽

2000 ◽

Vol 120 (12) ◽

pp. 1550-1557 ◽

Cited By ~ 9

Author(s):

Osamu Ishioka ◽

Yoshihiko Sato ◽

Toru Ishihara ◽

Yoshiteru Ueki ◽

Tetsuro Matsui ◽

...

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Electric Load ◽

Forecasting System ◽

Electric Load Forecasting

Biological and Artificial Computation: From Neuroscience to Technology - Lecture Notes in Computer Science ◽

Short-term peak load forecasting: Statistical methods versus Artificial Neural Networks

10.1007/bfb0032594 ◽

1997 ◽

pp. 1334-1343 ◽

Cited By ~ 9

Author(s):

F. J. Marín ◽

F. Sandoval

Keyword(s):

Neural Networks ◽

Statistical Methods ◽

Peak Load ◽

Load Forecasting ◽

Short Term ◽

Artificial Neural

Combined forecasting system for short-term bus load forecasting based on clustering and neural networks

IET Generation Transmission & Distribution ◽

10.1049/iet-gtd.2019.1057 ◽

2020 ◽

Vol 14 (18) ◽

pp. 3652-3664

Author(s):

Ioannis P. Panapakidis ◽

Nikolaos Skiadopoulos ◽

Georgios C. Christoforidis

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Short Term ◽

Forecasting System ◽

Combined Forecasting

Deep sequence to sequence Bi-LSTM neural networks for day-ahead peak load forecasting

Expert Systems with Applications ◽

10.1016/j.eswa.2021.114844 ◽

2021 ◽

pp. 114844

Author(s):

Neelam Mughees ◽

Syed Ali Mohsin ◽

Abdullah Mughees ◽

Anam Mughees

Keyword(s):

Neural Networks ◽

Peak Load ◽

Load Forecasting

Peak load forecasting using Bayesian regularization, Resilient and adaptive backpropagation learning based artificial neural networks

Electric Power Systems Research ◽

10.1016/j.epsr.2007.11.003 ◽

2008 ◽

Vol 78 (7) ◽

pp. 1302-1310 ◽

Cited By ~ 75

Author(s):

Lalit Mohan Saini

Keyword(s):

Neural Networks ◽

Peak Load ◽

Load Forecasting ◽

Bayesian Regularization ◽

Artificial Neural ◽

Backpropagation Learning