International Journal of Numerical Modelling Electronic Networks Devices and Fields · 2023 · 20 citations · 42 references
EngineeringElectrical EngineeringDesign OptimizationOptimizationRenewable Energy IntegrationDistributed Energy ResourcesDistribution NetworksHeuristic OptimizationNetwork OptimizationPower Grid AnalysisPower SystemsDistribution Network ReconfigurationNetwork ReconfigurationOptimization Of Distribution NetworksPower Distribution NetworksReconfigurationSolution Space DesignVoltageVoltage Stability
Abstract This article introduces a newly suggested meta‐heuristic arithmetic optimization algorithm (AOA) to reorganize the distribution network with the simultaneous distribution of distributed generators (DGs). The algorithm is designed to be flexible with a new approach that employs the scattering behavior of arithmetic operators in mathematics to discover the solution space more proficiently throughout the path of iterations. The usefulness of the AOA is demonstrated on 33‐bus, and 69‐bus radial distribution networks (RDNs) with network reconfiguration (NR) in the presence of DGs. The main objective of NR and effective DG arrangement in RDNs is to truncate the true power loss, reduce the voltage fluctuation, and voltage stability index enlargement. In order to increase the efficacy of the RDN, a multi‐objective function is created in view of active power loss, voltage deviation, and voltage stability index of the system with appropriate strategy without destroying the system restrictions. To illustrate the effectiveness of the RDN, four separate cases of NR and DG employment have been carried out. Four cases namely, base case (case‐1), reconfiguration (case‐2), simultaneous reconfiguration and DG installation with a unity power factor (case‐3), and simultaneous reconfiguration and DG installation with 0.95 lagging power factor (case‐4) are explored. The projected technique gives better results than other renowned methods, namely, fireworks algorithm (FWA), harmony search algorithm (HSA), refined genetic algorithm (RGA), and improved sine‐cosine algorithm (ISCA) strategy in view of 33, 69‐bus RDN at three dissimilar load conditions and its supremacy is confirmed.
42
The Arithmetic Optimization Algorithm
Laith Abualigah, Ali Diabat, Seyedali Mirjalili et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 2.8K citations · Full text
Distribution feeder reconfiguration for loss reduction
S. Civanlar, J. J. Grainger, Hanhang Yin et al. · IEEE Transactions on Power Delivery · 1988 · 1.4K citations
Computing, Computer Engineering, Interconnection Networks +15
Mohammad Hassan Moradi, Moein Abedini · International Journal of Electrical Power & Energy Systems · 2011 · 1.1K citations
Architecture, Electrical Engineering, Design Optimization +16