Distribution system service restoration using the artificial neural network approach and pattern recognition method

@inproceedings{Hsu1995DistributionSS,
  title={Distribution system service restoration using the artificial neural network approach and pattern recognition method},
  author={Y.-Y. Hsu and H.-M. Huang},
  year={1995}
}
Service restoration of a distribution system is investigated by using artificial intelligence. The purpose is to reach a proper restoration plan for the unfaulted zone after a fault has been identified and isolated. To reduce the outage period and improve service reliability, the restoration plan must be devised in a very short period. In the paper, two approaches using artificial intelligence, i.e. the artificial neural network (ANN) approach and the pattern recognition method, are developed… 

Figures and Tables from this paper

Evolving radial basic function neural network for fast restoration of distribution systems
TLDR
Results show the proposed RBF network evolved by an enhanced differential evolution (EDE) algorithm can provide better convergence performance and forecasting accuracy than the existing methods.
Artificial Neural Networks in Power System Restoration
Power system restoration (PSR) has been a subject of study for many years. In recent years many techniques were proposed to solve the limitations of the predetermined restoration guidelines and
Development of real-time-service restoration system for distribution automation system
This paper presents a GA for service restoration in electric power distribution systems. The aim of the service restoration is an emergency control in distribution system to restore out-of service
Optimal energy restoration for general distribution systems by genetic algorithms
Several approaches have been developed to restore energy for an outage zone in distribution systems, after a fault in the network has been identified and isolated. To achieve the energy restoration,
Application of BDI-based intelligent multi-agent systems for distribution system service restoration planning
By changing the status of switches on distribution feeders, service to de-energized customers can be restored after an occurrence of a fault. In this paper, multi-agent system (MAS) is applied for
Computer-based strategy for the restoration problem in electric power distribution systems
Electric power distribution network restoration is an emergency activity in system control, a real-time environment. It takes place when the basic function of the electric utilities, to supply
Service restoration with consideration of rush repair
The problem of service restoration in distribution network has been widely studied. Most of the researches focus on the reconfiguration of the distribution network and omit the trivial procedure of
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 15 REFERENCES
Artificial neural-network based feeder reconfiguration for loss reduction in distribution systems
TLDR
Strategies are proposed to reconfigure the feeder in distribution systems by using artificial neural networks (ANNs) with mapping ability to reduce the power loss according to the variation of load pattern.
APPLICATION OF PATTERN RECOGNITION TECHNIQUE TO POWER SYSTEM SECURITY ANALYSIS AND OPTIMIZATION
  • H. Konn
  • Computer Science, Engineering
  • 1990
TLDR
A new methodology to apply the pattern recognition method in the two related rawer system problems of security analysis and security csnstrained optimum power dispatch is discussed.
Automating the restoration of distribution services in major emergencies
An overview of a six-year project to develop a low-cost method for automating the more important stages of the outage restoration cycle is provided. The low cost of the resultant system was due to
Application of Pattern Recognition to Steady-State Security Evaluation in a Power System
TLDR
A suitable straightforward and quick procedure is used to select a small number of variables as features from a large set of variables which are normally available in power systems to show that the pattern recognition approach to security evaluation is encouraging.
A New Algorithm for Service Restoration in Distribution Systems
TLDR
A new algorithm to restore the deenergized loads in a distribution system by using the sectionalizing switches is proposed and the computational burden and the solution accuracy of the algorithm is improved byUsing the concept of the dual effective gradient method.
Neural-net based real-time control of capacitors installed on distribution systems
An expert system using a two-stage artificial neural network is proposed to control in real time multicap capacitors installed on a distribution system for a nonconforming load profile such that the
Service restoration in distribution networks via network reconfiguration
  • D. Shirmohammadi
  • Business
    Proceedings of the 1991 IEEE Power Engineering Society Transmission and Distribution Conference
  • 1991
The principle and the implementation of a heuristic methodology to restore service to the isolated portions of a distribution system via network reconfiguration are described. The methodology
Transformer and feeder load balancing using a heuristic search approach
Heuristic search algorithms based on some heuristic rules are proposed to reach the desired switching operations through which power transformer and distribution feeder load balancing can be
Development of expert system for operation at substation
An expert system that offers support information in substation fault occurrence is described, focusing on a method for fault section estimation. This system edits fault information and estimates the
Distribution automation applications software for the Athens Utilities Board
The development of a distribution automation applications software package for assessing system reconfiguration opportunities and volt/VAR control on automated radial distributions feeders is
...
1
2
...