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Open AccessProceedings Article

Artificial intelligence and neural network applications in power systems

Kit Po Wong
- pp 37-46
TLDR
The multi-layer feedforward network is introduced and the problems in establishing neural network approaches based on this network for power system applications are discussed.
Abstract: 
This paper reviews the applications of artificial intelligence and neural networks in power engineering. It first reports areas in power systems that artificial intelligence has been applied to. It then summarises the artificial intelligence techniques which have been employed and makes suggestions for the improvement of existing artificial intelligence tools. Following this, the paper concentrates on neural networks and their applications to power systems. The multi-layer feedforward network is introduced and the problems in establishing neural network approaches based on this network for power system applications are discussed. Future themes for further development in artificial intelligence and neural network applications in power systems are proposed. >

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Citations
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Journal ArticleDOI

A review of emerging techniques on generation expansion planning

Jinxiang Zhu, +1 more
- 01 Nov 1997 - 
TL;DR: These emerging optimization techniques (including expert systems, fuzzy logic, neural networks, analytic hierarchy process, network flow, decomposition method, simulated annealing and genetic algorithms) and their potential usage in solving the challenging generation expansion planning in future competitive environments in the power industry are described.
Journal ArticleDOI

Studies to Utilize Loading Guides and ANN for Oil-Immersed Distribution Transformer Condition Monitoring

Jouni Pylvänäinen, +2 more
- 01 Jan 2007 - 
TL;DR: In this paper, the authors presented a monitoring method based on the existing IEC and IEEE standards and neural-network analysis to calculate the top-oil and hot-spot temperature as well as the loss of life of a transformer.
Journal ArticleDOI

Applications of artificial intelligence in power systems

S. Madan, +1 more
- 01 May 1997 - 
TL;DR: The literature related to artificial intelligence applications to power systems is listed and the artificial intelligence technologies that are becoming important in conjunction with expert systems are noted.
Proceedings ArticleDOI

A review of capacitor placement techniques for loss reduction in primary feeders on distribution systems

G.A. Bortignon, +1 more
TL;DR: A review of techniques and procedures of capacitor application for loss minimization, spanning three decades, is presented in this article, where the authors determine the location size and quantity of capacitors to be allocated to distribution primary feeders subject to a variety of constraints, most importantly minimization of losses.
Proceedings ArticleDOI

Short term electrical load forecasting using back propagation neural networks

S. Surender Reddy, +1 more
TL;DR: A new approach for short term electrical load forecasting (STLF) using artificial neural networks (ANN) is presented, and the feasibility of various mathematical models for STLF is examined.