Title :
Sequential Monte Carlo simulation for composite power system reliability analysis with time varying loads
Author :
Sankarakrishnan, A. ; Billinton, R.
Author_Institution :
Power Syst. Res. Group, Saskatchewan Univ., Saskatoon, Sask., Canada
fDate :
8/1/1995 12:00:00 AM
Abstract :
The paper illustrates the development and utilization of an annual chronological load curve for each load bus in a composite generation and transmission system and a sequential Monte Carlo simulation approach for composite system reliability assessment. Antithetic variates as a variance reduction technique has been applied to the simulation model to increase the efficiency of the simulation. An approximate method using a load duration curve of the system load and an enumeration process have been applied to the developed load model and the results are compared in this paper
Keywords :
Monte Carlo methods; load (electric); power system analysis computing; power system reliability; annual chronological load curve; antithetic variates; composite power system; load bus; load duration curve; power generation system; power system reliability analysis; power transmission system; sequential Monte Carlo simulation; time varying loads; variance reduction technique; Interconnected systems; Load modeling; Monte Carlo methods; Power engineering and energy; Power generation; Power system analysis computing; Power system management; Power system reliability; Power system simulation; Time varying systems;
Journal_Title :
Power Systems, IEEE Transactions on