Multi-Objective Long-Period Optimal Planning Model for a Grid-Connected Renewable-Battery System

Rahmat Khezri, Amin Mahmoudi, Hirohisa Aki

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)

Abstract

This article develops a practical framework for the multiobjective optimal planning of a grid-connected renewable-battery system considering a long-period operation. The capacities of wind turbine, solar photovoltaic (PV), and battery storage are optimized by minimizing three objective functions: cost of electricity (COE), grid dependence (GD), and total curtailed energy (TCE). A new rule-based energy management is developed for the long-period operation, where: 1) the capacity degradations of PV and battery are applied; 2) purchase and sell electricity prices are updated for each year using interest and escalation rates; and 3) the salvation value of the components is considered to achieve a realistic economic analysis of the planning problem. The developed multiobjective optimal planning model is examined using the long-period (ten years) real data of wind speed, solar insolation, ambient temperature, and load consumption for a grid-connected household in Australia. It is found that a household with the minimum GD (0.008%) results in a COE of 116 ¢/kWh with a TCE of 100 MWh in ten years. The proposed optimal planning framework based on the long-period operation is compared with the short-period operation.

Original languageEnglish
Pages (from-to)5055-5067
Number of pages13
JournalIEEE Transactions on Industry Applications
Volume58
Issue number4
Early online date13 Apr 2022
DOIs
Publication statusPublished - Jul 2022

Keywords

  • Batteries
  • cost of electricity
  • Costs
  • Degradation
  • grid dependency
  • Linear programming
  • Load modeling
  • long-period operation
  • optimal sizing
  • Optimization
  • Planning
  • practicality
  • total curtailed energy
  • grid dependence (GD)
  • total curtailed energy (TCE)
  • Cost of electricity (COE)

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