publication . Other literature type . Article . 2019

Smart energy management algorithm for load smoothing and peak shaving based on load forecasting of an island’s power system

Spyridon Chapaloglou; Athanasios Nesiadis; Petros Iliadis; Konstantinos Atsonios; Nikos Nikolopoulos; Panagiotis Grammelis; Christos Yiakopoulos; Ioannis Antoniadis; Emmanuel Kakaras;
  • Published: 01 Mar 2019
  • Publisher: Elsevier BV
Abstract
Abstract In this study, a novel algorithm for the management of the power flows of an islanded power system was developed, capable of simultaneously achieving steadier conventional unit operation and shaving the demand peak values, for the days of the year that present a night peak in their load curve. The under investigation system is composed of Diesel Generators, a PV farm and a Battery Energy Storage System (BESS) with the power system’s consumption to be relatively higher than its RES production. The proposed algorithm combines the use of a load forecasting methodology, a pattern recognition procedure and a custom optimal power flow scheduling algorithm. Th...
Subjects
free text keywords: Battery Energy Storage System, Energy Management System, Load Forecast, Peak Shaving, Renewable Energy, Island Power Systems, General Energy, Mechanical Engineering, Civil and Structural Engineering, Management, Monitoring, Policy and Law, Building and Construction, Load profile, Diesel generator, Electric power system, Feed forward, Engineering, business.industry, business, Peaking power plant, Energy management, Algorithm
Funded by
EC| SMILE
Project
SMILE
SMart IsLand Energy systems
  • Funder: European Commission (EC)
  • Project Code: 731249
  • Funding stream: H2020 | IA
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publication . Other literature type . Article . 2019

Smart energy management algorithm for load smoothing and peak shaving based on load forecasting of an island’s power system

Spyridon Chapaloglou; Athanasios Nesiadis; Petros Iliadis; Konstantinos Atsonios; Nikos Nikolopoulos; Panagiotis Grammelis; Christos Yiakopoulos; Ioannis Antoniadis; Emmanuel Kakaras;