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

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

10.1007/bfb0032594 ◽

1997 ◽

pp. 1334-1343 ◽

Author(s):

F. J. Marín ◽

F. Sandoval

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Statistical Methods ◽

Peak Load ◽

Load Forecasting ◽

Artificial Neural

Download Full-text

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 ◽

Author(s):

Yuan-Yih Hsu ◽

Chien-Chuen Yang

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Peak Load ◽

Load Forecasting ◽

Feedforward Networks ◽

Short Term Load Forecasting ◽

Artificial Neural

Download Full-text

Short Term Hourly Load Forecasting Using Combined Artificial Neural Networks

International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) ◽

10.1109/iccima.2007.133 ◽

2007 ◽

Author(s):

P. Subbaraj ◽

V. Rajasekaran

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Artificial Neural

Download Full-text

A comparison of artificial neural networks and support vector machines for short-term load forecasting using various load types

2017 IEEE Manchester PowerTech ◽

10.1109/ptc.2017.7980814 ◽

2017 ◽

Author(s):

Glen Mitchell ◽

Sanjay Bahadoorsingh ◽

Neil Ramsamooj ◽

Chandrabhan Sharma

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting ◽

Artificial Neural ◽

Download Full-text

Short Term Load Forecasting Using Artificial Neural Networks for the West of Iran

Journal of Applied Sciences ◽

10.3923/jas.2007.1582.1588 ◽

2007 ◽

Vol 7 (12) ◽

pp. 1582-1588 ◽

Author(s):

Mohsen Hayati

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

The West ◽

Short Term Load Forecasting ◽

Artificial Neural

Download Full-text

Short-Term Load Forecasting using Artificial Neural Networks and Multiple Linear Regression

2019 IEEE PES/IAS PowerAfrica ◽

10.1109/powerafrica.2019.8928857 ◽

2019 ◽

Author(s):

Sahil Govender ◽

Komla A Folly

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Linear Regression ◽

Multiple Linear Regression ◽

Load Forecasting ◽

Short Term Load Forecasting ◽

Artificial Neural

Download Full-text

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

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

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 ◽

Artificial Neural Networks ◽

Performance Analysis ◽

Peak Load ◽

Load Forecasting ◽

Training Algorithms ◽

Activation Functions ◽

Artificial Neural

Download Full-text

Evolving artificial neural networks for short term load forecasting

Neurocomputing ◽

10.1016/s0925-2312(98)00074-5 ◽

1998 ◽

Vol 23 (1-3) ◽

pp. 265-276 ◽

Author(s):

Dipti Srinivasan

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Short Term Load Forecasting ◽

Artificial Neural

Download Full-text

Design of artificial neural networks for short-term load forecasting. Part 1: Self-organising feature maps for day type identification

IEE Proceedings C Generation Transmission and Distribution ◽

10.1049/ip-c.1991.0051 ◽

1991 ◽

Vol 138 (5) ◽

pp. 407 ◽

Author(s):

Yuan-Yih Hsu ◽

Chien-Chuen Yang

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Feature Maps ◽

Short Term Load Forecasting ◽

Artificial Neural

Download Full-text

A High Precision Artificial Neural Networks Model for Short-Term Energy Load Forecasting

Energies ◽

10.3390/en11010213 ◽

2018 ◽

Vol 11 (1) ◽

pp. 213 ◽

Author(s):

Ping-Huan Kuo ◽

Chiou-Jye Huang

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

High Precision ◽

Load Forecasting ◽

Term Energy ◽

Artificial Neural

Download Full-text

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 ◽

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 Load Forecasting ◽

Artificial Neural ◽

Autonomous Power System

Download Full-text