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|Title:||Optimization of distribution network incorporating microgrid using vaccine-AIS|
|Citation:||Tan, S.,Xu, J.,Panda, S.K. (2012). Optimization of distribution network incorporating microgrid using vaccine-AIS. IECON Proceedings (Industrial Electronics Conference) : 1381-1386. ScholarBank@NUS Repository. https://doi.org/10.1109/IECON.2012.6388539|
|Abstract:||Previous studies focused only on the optimization of either microgrid load dispatch or reconfiguration power loss. Micorgrid economic load dispatch approach normally assumed that it could draw unlimited power from the utility grid. Network reconfiguration usually did not take microgrid into consideration. Thus, it is necessary to integrate these two sub-problems together in order to benefit the whole network. In this paper, an integrated solution that takes care of both microgrid load dispatch and network reconfiguration is proposed. The stochastic nature of wind, PV and load is taken into consideration. The forecasting of the wind, PV and load data are considered. The bio-inspired optimization scheme Vaccine-AIS is adopted to solve the problem. The results obtained have shown that the optimization technique is capable for this problem. By using the integration approach, microgrid can be incorporated into the network more effectively. The network can adjust itself more efficiently to allow the utilization of the renewable energy resources. © 2012 IEEE.|
|Source Title:||IECON Proceedings (Industrial Electronics Conference)|
|Appears in Collections:||Staff Publications|
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