DocumentCode :
928757
Title :
Optimal Power Flow to Manage Voltage Profiles in Interconnected Networks Using Expert Systems
Author :
Azmy, Ahmed M.
Author_Institution :
Tanta Univ., Tanta
Volume :
22
Issue :
4
fYear :
2007
Firstpage :
1622
Lastpage :
1628
Abstract :
The optimal power flow issue is one of the most important problems faced by dispatching engineers regarding large scale power systems. It is a particular mathematical approach of the global power system optimization problem that aims at determining the least control movements to keep power system at the most desired state. Thus, it represents a flexible and powerful tool, which can address a wide range of planning and operation studies. However, the complexity of optimal power flow increases dramatically with large-scale networks, which often discourages the utilization of this powerful tool in many applications. This paper proposes a new intelligent approach to facilitate the implementation of the optimal power flow calculations to be utilized in various control centres. A main advantage of the proposed intelligent systems with real control centres is the possibility of controlling the system voltage profile in a tracking mode. The simulation results using this intelligent system when applied to the IEEE 30-bus power network emphasize the validity and effectiveness of the proposed technique.
Keywords :
expert systems; large-scale systems; load dispatching; load flow; optimal control; optimisation; power system analysis computing; power system control; power system interconnection; power system management; voltage control; IEEE 30-bus power network; expert systems; global power system optimization problem; intelligent systems; interconnected networks; large-scale power systems; optimal power flow; power dispatching; tracking mode; voltage profile control; Control systems; Energy management; Expert systems; Large-scale systems; Load flow; Power system control; Power system interconnection; Power system management; Power system planning; Voltage; Expert systems; heuristics; intelligent systems; knowledge base; linear programming; optimal power flow;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2007.907961
Filename :
4349056
Link To Document :
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