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Maximizing DISCO profit in active distribution networks by optimal planning of energy storage systems and distributed generators

机译:通过优化储能系统和分布式发电机的规划,在主动配电网络中最大化DISCO利润

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摘要

Energy storage systems (ESSs) are generally planned based on the active power. While, reactive power is another important aspect of the ESSs that has not been adequately addressed and discussed. Moreover, ESSs are often managed individually, but coordinated planning on the ESSs and distributed generators (DGs) may result in more suitable outcomes. In order to address these issues, a coordinated ESS and DG planning is presented in this paper. In the proposed planning, the place and capacity of the ESSs and DGs are determined at the same time. The active and reactive powers are included in the planning for both the ESSs and DGs. In other words, the optimal active and reactive capacities are denoted for both the ESSs and DGs on the network. The proposed coordinated ESS and DG planning is carried out on a radial distribution network under deregulated electricity market. Objective function of the proposed planning is to maximize the profit of distribution company (DISCO) subject to the secure operation of the network. The planning is expressed as a nonlinear, mixed integer optimization problem and solved by advanced PSO as a strong Meta-heuristic optimization technique. Simulation results demonstrate the great impacts of the proposed planning on the network. The results demonstrate the priority of the proposed coordinated DG and ESS planning compared to the individual ESS planning. Additionally, it is verified that considering reactive power of the DGs and ESSs changes the results of the planning and provides more realistic and reasonable outputs. The proposed planning significantly increases DISCO profit while guarantees the safe operation of the network through satisfying several security constraints.
机译:通常基于有功功率来规划能量存储系统(ESS)。同时,无功功率是ESS的另一个重要方面,尚未得到充分解决和讨论。此外,ESS通常是单独管理的,但是在ESS和分布式发电机(DG)上进行协调的计划可能会导致更合适的结果。为了解决这些问题,本文提出了ESS和DG的协调计划。在拟议的计划中,同时确定了ESS和DG的位置和容量。 ESS和DG的规划中都包含有功和无功功率。换句话说,为网络上的ESS和DG表示了最佳有功和无功容量。拟议的ESS和DG协调计划是在电力市场放松管制的情况下在径向配电网络上进行的。拟议计划的目标功能是在网络安全运行的前提下,最大化配电公司(DISCO)的利润。该计划表示为非线性混合整数优化问题,并通过高级PSO作为强大的元启发式优化技术来解决。仿真结果证明了该计划对网络的巨大影响。结果表明,与单独的ESS计划相比,拟议的DG和ESS协调计划的优先级。此外,已验证的是,考虑DG和ESS的无功功率会改变计划的结果,并提供更现实和合理的输出。拟议的计划显着增加了DISCO的利润,同时通过满足几个安全约束来保证网络的安全运行。

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