Title :
An application of parallel ACO algorithm in power network node code multi-scheme optimization
Author :
Peng, C.H. ; Sun, H.J. ; Rao, P. ; Guo, J.F.
Author_Institution :
Dept. of Electr. & Electron. Eng., East China Jiaotong Univ., Nanchang, China
Abstract :
In order to increase solution speed for nodal admittance matrix of mathematical model of modern power network, a node code scheme with minimal new-adding nonzero injection elements is needed. To this point, a new algorithm for node code optimization based on the parallel ant colony optimization (ACO) algorithm is designed in this paper. Compared with traditional node code optimization methods, the new means can jump away from local optimal solution, find global optimal solutions quickly, and can find lots of global optimal code schemes one time by building a dynamic optimal solution base in the process of optimizing. It enhances the computing efficiency of electric power network model and increases freeness of network node code. The validity and flexibility of this new optimization algorithm are demonstrated by the simulation results of IEEE14 and IEEE30 bus test system.
Keywords :
distribution networks; dynamic programming; matrix algebra; transmission networks; IEEE14 bus test system; IEEE30 bus test system; dynamic optimal solution base; electric power network model; mathematical model; new-adding nonzero injection elements; nodal admittance matrix; node code scheme; parallel ant colony optimization algorithm; power network node code multischeme optimization; Admittance; Algorithm design and analysis; Ant colony optimization; Buildings; Computational modeling; Computer networks; Design optimization; Mathematical model; Optimization methods; Power system modeling; electric power network; multi-scheme design; node code optimization; parallel ant colony algorithm;
Conference_Titel :
Computer Engineering and Technology (ICCET), 2010 2nd International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6347-3
DOI :
10.1109/ICCET.2010.5485485