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Optimal Distribution Network Reconfiguration Using Meta-Heuristic Algorithms, Arash Asrari
Optimal Distribution Network Reconfiguration Using Meta-Heuristic Algorithms, Arash Asrari
Electronic Theses and Dissertations
Finding optimal configuration of power distribution systems topology is an NP-hard combinatorial optimization problem. It becomes more complex when time varying nature of loads in large-scale distribution systems is taken into account. In the second chapter of this dissertation, a systematic approach is proposed to tackle the computational burden of the procedure. To solve the optimization problem, a novel adaptive fuzzy based parallel genetic algorithm (GA) is proposed that employs the concept of parallel computing in identifying the optimal configuration of the network. The integration of fuzzy logic into GA enhances the efficiency of the parallel GA by adaptively modifying …
Smart Distributed Generation Systems Using Improved Islanding Detection And Event Classification, Bikiran Guha
Smart Distributed Generation Systems Using Improved Islanding Detection And Event Classification, Bikiran Guha
Electronic Theses and Dissertations
Distributed Generation (DG) sources have become an integral part of modern decentralized power systems. However, the interconnection of DG systems to the power grid can present several operational challenges. One such major challenge is islanding detection. Islanding occurs when a DG system is disconnected from the rest of the power grid. Islanding can present serious safety hazards and therefore an accurate and fast islanding detection technique is mandated by DG interconnection standards such as IEEE 1547 and UL 1741. Conventional islanding detection techniques passively monitor the local power system parameters such as voltage and frequency to detect islanding. These techniques …