Optimal midterm peak shaving cost in an electricity management system using behind customers’ smart meter configuration

Agustín A. Sánchez de la Nieta*, Iliana Ilieva, Madeleine Gibescu, Bernt Bremdal, Stig Simonsen, Eivind Gramme

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

This paper analyses a local electricity system (LES) comprising photovoltaic production (PV), a connection to the distribution network, local loads and an energy storage system (ESS). Given the flexibility of the ESS, the LES can provide a peak shaving service (PSS) to the grid operator based on the actual monthly power tariff. This paper proposes a stochastic mixed-integer linear programming problem that maximises the expected operating profit of the LES midterm. Assuming a behind customers’ smart meter configuration, income is derived from selling the energy of prosumers to other external electrical areas. If the costs are higher than the income, the net profit will be negative, i.e. a net loss. The cost component of the objective function can be reduced through the management of local resources and by providing PSS to the distribution network operator to minimise the power cost of the monthly power tariff. The model is tested for 720 h (considering a month of 30 days) in three cases: (i) without PV and ESS; (ii) with PV and ESS, where losses are 0%; (iii) with PV and ESS, where losses are 18%. Due to the monthly power tariff, the net loss of the LES is reduced through the optimal management of local resources when the ESS losses are lower than 18%. To assess seasonal implications about the LES, the 12 months of the year are also tested. The month of October indicated the highest peak shaving, while the lowest peak shaving depended on the ESS losses.
Original languageEnglish
Article number116282
Number of pages10
JournalApplied Energy
Volume283
DOIs
Publication statusPublished - 2021

Keywords

  • Electricity management system
  • Energy storage system
  • Local load
  • Decentralised PV production
  • Peak shaving service
  • Prosumer
  • Stochastic mixed-integer linear problem

Fingerprint

Dive into the research topics of 'Optimal midterm peak shaving cost in an electricity management system using behind customers’ smart meter configuration'. Together they form a unique fingerprint.

Cite this