Stateflow-based energy management strategy for hybrid energy system to mitigate load shedding

This study investigates the potential application of Stateflow (SF) to design an energy management strategy (EMS) for a renewable-based hybrid energy system (HES). The SF is an extended finite state machine; it provides a platform to design, model, and execute complex event-driven systems using an i...

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Main Authors: Bakht, M. P., Salam, Z., Bhatti, A. R., Anjum, W., Khalid, S. A., Khan, N.
Format: Article
Language:English
Published: MDPI AG 2021
Subjects:
Online Access:http://eprints.utm.my/id/eprint/94212/1/MuhammadPaendBakht2021_StateflowBasedEnergyManagementStrategy.pdf
http://eprints.utm.my/id/eprint/94212/
http://dx.doi.org/10.3390/app11104601
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spelling my.utm.942122022-03-31T14:43:05Z http://eprints.utm.my/id/eprint/94212/ Stateflow-based energy management strategy for hybrid energy system to mitigate load shedding Bakht, M. P. Salam, Z. Bhatti, A. R. Anjum, W. Khalid, S. A. Khan, N. TK Electrical engineering. Electronics Nuclear engineering This study investigates the potential application of Stateflow (SF) to design an energy management strategy (EMS) for a renewable-based hybrid energy system (HES). The SF is an extended finite state machine; it provides a platform to design, model, and execute complex event-driven systems using an interactive graphical environment. The HES comprises photovoltaics (PV), energy storage units (ESU) and a diesel generator (Gen), integrated with the power grid that experiences a regular load shedding condition (scheduled power outages). The EMS optimizes the energy production and utilization during both modes of HES operation, i.e., grid-connected mode and the islanded mode. For islanded operation mode, a resilient power delivery is ensured when the system is subjected to intermittent renewable supply and grid vulnerability. The contributions of this paper are twofold: first is to propose an integrated framework of HES to address the problem of load shedding, and second is to design and implement a resilient EMS in the SF environment. The validation of the proposed EMS demonstrates its feasibility to serve the load for various operating scenarios. The latter include operations under seasonal variation, abnormal weather conditions, and different load shedding patterns. The simulation results reveal that the proposed EMS not only ensures uninterrupted power supply during load shedding but also reduces grid burden by maximizing the use of PV energy. In addition, the SF-based adopted methodology is envisaged to be a useful alternative to the popular design method using the conventional software tools, particularly for event-driven systems. MDPI AG 2021 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/94212/1/MuhammadPaendBakht2021_StateflowBasedEnergyManagementStrategy.pdf Bakht, M. P. and Salam, Z. and Bhatti, A. R. and Anjum, W. and Khalid, S. A. and Khan, N. (2021) Stateflow-based energy management strategy for hybrid energy system to mitigate load shedding. Applied Sciences (Switzerland), 11 (10). ISSN 2076-3417 http://dx.doi.org/10.3390/app11104601 DOI: 10.3390/app11104601
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Bakht, M. P.
Salam, Z.
Bhatti, A. R.
Anjum, W.
Khalid, S. A.
Khan, N.
Stateflow-based energy management strategy for hybrid energy system to mitigate load shedding
description This study investigates the potential application of Stateflow (SF) to design an energy management strategy (EMS) for a renewable-based hybrid energy system (HES). The SF is an extended finite state machine; it provides a platform to design, model, and execute complex event-driven systems using an interactive graphical environment. The HES comprises photovoltaics (PV), energy storage units (ESU) and a diesel generator (Gen), integrated with the power grid that experiences a regular load shedding condition (scheduled power outages). The EMS optimizes the energy production and utilization during both modes of HES operation, i.e., grid-connected mode and the islanded mode. For islanded operation mode, a resilient power delivery is ensured when the system is subjected to intermittent renewable supply and grid vulnerability. The contributions of this paper are twofold: first is to propose an integrated framework of HES to address the problem of load shedding, and second is to design and implement a resilient EMS in the SF environment. The validation of the proposed EMS demonstrates its feasibility to serve the load for various operating scenarios. The latter include operations under seasonal variation, abnormal weather conditions, and different load shedding patterns. The simulation results reveal that the proposed EMS not only ensures uninterrupted power supply during load shedding but also reduces grid burden by maximizing the use of PV energy. In addition, the SF-based adopted methodology is envisaged to be a useful alternative to the popular design method using the conventional software tools, particularly for event-driven systems.
format Article
author Bakht, M. P.
Salam, Z.
Bhatti, A. R.
Anjum, W.
Khalid, S. A.
Khan, N.
author_facet Bakht, M. P.
Salam, Z.
Bhatti, A. R.
Anjum, W.
Khalid, S. A.
Khan, N.
author_sort Bakht, M. P.
title Stateflow-based energy management strategy for hybrid energy system to mitigate load shedding
title_short Stateflow-based energy management strategy for hybrid energy system to mitigate load shedding
title_full Stateflow-based energy management strategy for hybrid energy system to mitigate load shedding
title_fullStr Stateflow-based energy management strategy for hybrid energy system to mitigate load shedding
title_full_unstemmed Stateflow-based energy management strategy for hybrid energy system to mitigate load shedding
title_sort stateflow-based energy management strategy for hybrid energy system to mitigate load shedding
publisher MDPI AG
publishDate 2021
url http://eprints.utm.my/id/eprint/94212/1/MuhammadPaendBakht2021_StateflowBasedEnergyManagementStrategy.pdf
http://eprints.utm.my/id/eprint/94212/
http://dx.doi.org/10.3390/app11104601
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score 13.209306