Robust Short-Term Electrical Distribution Network Planning Considering Simultaneous Allocation of Renewable Energy Sources and Energy Storage Systems

Ozy D. Melgar-Dominguez, Mahdi Pourakbari-Kasmaei, José Roberto Sanches Mantovani

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Abstract

The short-term electrical distribution network (EDN) planning is a strategy that aims to enhance the efficiency of the system and to provide high-quality service to end users. This strategy uses some classical actions and devices to effectively control the system power factor, reactive power, and the voltage magnitude of the network. Over the past decades, trends in this decision-making process have changed due to the integration of modern technologies. Therefore, this chapter investigates a short-term EDN planning problem considering classical investment alternatives with sizing and placement of energy storage systems and distributed generation sources based on renewable energy. Since this optimization problem is inherently a non-convex mixed-integer nonlinear programming model, there is no guarantee in finding the global solution. Therefore, proper linearization techniques are used to find a mixed-integer linear programming (MILP) model. On the other hand, to address the uncertainty in electricity demand and renewable output power, this deterministic MILP model is transformed into a two-stage robust optimization model. To handle this complex trilevel optimization problem, the column-and-constraint generation algorithm (C&CG) is employed in a hierarchical environment. To assess the performance of the proposed approach, a 42-node distribution network is studied under different operational conditions. Numerical results of different case studies show the robustness and applicability of the proposed approach.
Original languageEnglish
Title of host publicationRobust Optimal Planning and Operation of Electrical Energy Systems
EditorsB. Mohammadi-ivatloo, M. Nazari-Heris
Chapter9
Pages145-175
Number of pages31
ISBN (Electronic)978-3-030-04296-7
DOIs
Publication statusPublished - 1 Jan 2019
MoE publication typeA3 Part of a book or another research book

Keywords

  • Energy storage systems
  • Renewable energy-based distributed generation sources
  • Short-term planning problem6
  • Two-stage robust optimization

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