Dynamic Optimal Power Dispatch in Unbalanced Distribution Networks with Single-Phase Solar PV Units and BESS

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dc.citation.issue11
dc.citation.rankM23
dc.citation.spage4356
dc.citation.volume16
dc.contributor.authorRadosavljević, Jordan
dc.contributor.authorKtena, Aphrodite
dc.contributor.authorGajić, Milena
dc.contributor.authorMilovanović, Miloš
dc.contributor.authorŽivić, Jovana
dc.date.accessioned2023-12-25T21:46:58Z
dc.date.available2023-12-25T21:46:58Z
dc.date.issued2023
dc.description.abstractBattery energy storage systems (BESSs) are a promising solution for increasing efficiency and flexibility of distribution networks (DNs) with a significant penetration level of photovoltaic (PV) systems. There are various issues related to the optimal operation of DNs with integrated PV systems and BESS that need to be addressed to maximize DN performance. This paper deals with day-ahead optimal active–reactive power dispatching in unbalanced DNs with integrated single-phase PV generation and BESS. The objectives are the minimization of cost for electricity, energy losses in the DN, and voltage unbalance at three-phase load buses by optimal management of active and reactive power flows. To solve this highly constrained non-linear optimization problem, a hybrid particle swarm optimization with sigmoid-based acceleration coefficients (PSOS) and a chaotic gravitational search algorithm (CGSA)called the PSOS-CGSA algorithm is proposed. A scenario-based approach encompassing the Monte Carlo simulation (MCS) method with a simultaneous backward reduction algorithm is used for the probabilistic assessment of the uncertainty of PV generation and power of loads. The effectiveness of the proposed procedure is evaluated through aseries test cases in a modified IEEE 13-bus feeder. The simulation results show that the proposed approach enables a large reduction in daily costs for electricity, as well as a reduction in expected daily energy losses in the DN by 22% compared to the base case without BESS while ensuring that the phase voltage unbalance rate (PVUR) is below the maximum limit of 2% for all three-phase buses in the DN.
dc.identifier.doi10.3390/en16114356
dc.identifier.issn1996-1073
dc.identifier.urihttps://www.mdpi.com/1996-1073/16/11/4356
dc.identifier.urihttps://repozitorijum.tfbor.bg.ac.rs/handle/123456789/792
dc.language.isoen
dc.publisherMDPI, Switzerland
dc.rights.licenseCC-BY
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceEnergies
dc.subjectdistribution network
dc.subjectPV generation
dc.subjectbattery energy storage
dc.subjectoptimal power dispatch
dc.subjectuncertainty
dc.subjectscenario reduction
dc.titleDynamic Optimal Power Dispatch in Unbalanced Distribution Networks with Single-Phase Solar PV Units and BESS
dc.typearticle
dc.type.versionpublishedVersion

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