Abstract
This paper presents a reliability-based approach for the design and deployment of an energy management system (EMS) by using ‘smart’ applications, such as energy storage (ES), to control battery power output in residential dwellings, and thus improve distribution-network reliability performance. The state of charge (SOC) of the battery system is designed based on time-varying electricity tariff, load demand and solar photovoltaic (PV) generation data to investigate a realistic test-case scenario. Additionally, a typical MV/LV urban distribution system is fully modelled and scripted to investigate the potential benefits that ‘smart’ interventions can offer to customers’ quality of power supply. In this research, Monte-Carlo simulation method is further developed to include the time-variation of electricity demand profiles and failure rates of network components. Accordingly, the reliability-based effects from SOC variation in batteries are compared with an uncontrolled microgeneration (MG) scenario, by using different PV penetration levels to justify the value of control. The benefits are assessed through standard reliability indices measuring frequency and duration of power interruptions and most importantly, the energy not supplied to customers during sustained interruptions.
Original language | English |
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Number of pages | 5 |
Publication status | Published - 26 Sept 2018 |
Event | IEEE 18th International Conference on Environment and Electrical Engineering and 2nd Industrial and Commercial Power Systems Europe - Palermo, Italy Duration: 12 Jun 2018 → 15 Jun 2018 http://www.eeeic.net/eeeic/ |
Conference
Conference | IEEE 18th International Conference on Environment and Electrical Engineering and 2nd Industrial and Commercial Power Systems Europe |
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Abbreviated title | IEEE EEEIC18 and ICPS Europe |
Country/Territory | Italy |
City | Palermo |
Period | 12/06/18 → 15/06/18 |
Internet address |
Keywords
- battery state of charge
- demand profile
- local PV systems
- energy storage
- energy management
- Monte Carlo simulation
- reliability performance
ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Safety, Risk, Reliability and Quality
- Energy Engineering and Power Technology
- Renewable Energy, Sustainability and the Environment