Green Micro-Grid Operation Constrained to Reliability and Flexibility Indices in the Presence of Distributed Generations and Energy Storage Systems
This paper presents microgrid (MG) operation constrained to the reliability, flexibility, and environment indices in the presence of distributed generations (DGs) and energy storage systems (ESSs). The proposed scheme minimizes the total expected operating cost of MGs and DGs. It is also subject to...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
University of Sistan and Baluchestan
2021-11-01
|
| Series: | International Journal of Industrial Electronics, Control and Optimization |
| Subjects: | |
| Online Access: | https://ieco.usb.ac.ir/article_6348_cd5ff3e1748a5c1e33f9ace18db8c9e7.pdf |
| _version_ | 1818191856096247808 |
|---|---|
| author | Seyed Arman Shirmardi Mahmood Joorabian Hassan Barati |
| author_facet | Seyed Arman Shirmardi Mahmood Joorabian Hassan Barati |
| author_sort | Seyed Arman Shirmardi |
| collection | DOAJ |
| description | This paper presents microgrid (MG) operation constrained to the reliability, flexibility, and environment indices in the presence of distributed generations (DGs) and energy storage systems (ESSs). The proposed scheme minimizes the total expected operating cost of MGs and DGs. It is also subject to alternating current (AC) power flow equations of MGs, constraints of operation, reliability, and flexibility in MG, and operation model of power sources and storage devices. Stochastic programming is incorporated to model uncertainties of load, energy price, the active power of renewable energy generation, availability of MG equipment, sources, and storage devices. Following on, a hybrid solver formed by combining artificial bee colony (ABC) and sine-cosine algorithm (SCA) is adopted to achieve the optimal solution with approximate conditions of unique ultimate response. Eventually, the suggested scheme is implemented on a 69-bus radial MG, where the numerical results confirm the capability of the scheme in improving the operation, reliability, flexibility, and environment status of the MG. |
| first_indexed | 2024-12-12T00:21:15Z |
| format | Article |
| id | doaj.art-f3447a14acd044e6b32a880ebe89bfad |
| institution | Directory Open Access Journal |
| issn | 2645-3517 2645-3568 |
| language | English |
| last_indexed | 2024-12-12T00:21:15Z |
| publishDate | 2021-11-01 |
| publisher | University of Sistan and Baluchestan |
| record_format | Article |
| series | International Journal of Industrial Electronics, Control and Optimization |
| spelling | doaj.art-f3447a14acd044e6b32a880ebe89bfad2022-12-22T00:44:43ZengUniversity of Sistan and BaluchestanInternational Journal of Industrial Electronics, Control and Optimization2645-35172645-35682021-11-014439740710.22111/ieco.2021.38156.13476348Green Micro-Grid Operation Constrained to Reliability and Flexibility Indices in the Presence of Distributed Generations and Energy Storage SystemsSeyed Arman Shirmardi0Mahmood Joorabian1Hassan Barati2Department of Electrical Engineering, Dezful Branch, Islamic Azad University, Dezful, IranDepartment of Electrical Engineering, Faculty of Engineering, Shahid Chamran University of Ahvaz, Ahvaz, IranDepartment of Electrical Engineering, Dezful Branch, Islamic Azad University, Dezful, IranThis paper presents microgrid (MG) operation constrained to the reliability, flexibility, and environment indices in the presence of distributed generations (DGs) and energy storage systems (ESSs). The proposed scheme minimizes the total expected operating cost of MGs and DGs. It is also subject to alternating current (AC) power flow equations of MGs, constraints of operation, reliability, and flexibility in MG, and operation model of power sources and storage devices. Stochastic programming is incorporated to model uncertainties of load, energy price, the active power of renewable energy generation, availability of MG equipment, sources, and storage devices. Following on, a hybrid solver formed by combining artificial bee colony (ABC) and sine-cosine algorithm (SCA) is adopted to achieve the optimal solution with approximate conditions of unique ultimate response. Eventually, the suggested scheme is implemented on a 69-bus radial MG, where the numerical results confirm the capability of the scheme in improving the operation, reliability, flexibility, and environment status of the MG.https://ieco.usb.ac.ir/article_6348_cd5ff3e1748a5c1e33f9ace18db8c9e7.pdfclean microgrid operationflexibility indexhybrid evolutionary algorithmreliability indexstochastic programming |
| spellingShingle | Seyed Arman Shirmardi Mahmood Joorabian Hassan Barati Green Micro-Grid Operation Constrained to Reliability and Flexibility Indices in the Presence of Distributed Generations and Energy Storage Systems International Journal of Industrial Electronics, Control and Optimization clean microgrid operation flexibility index hybrid evolutionary algorithm reliability index stochastic programming |
| title | Green Micro-Grid Operation Constrained to Reliability and Flexibility Indices in the Presence of Distributed Generations and Energy Storage Systems |
| title_full | Green Micro-Grid Operation Constrained to Reliability and Flexibility Indices in the Presence of Distributed Generations and Energy Storage Systems |
| title_fullStr | Green Micro-Grid Operation Constrained to Reliability and Flexibility Indices in the Presence of Distributed Generations and Energy Storage Systems |
| title_full_unstemmed | Green Micro-Grid Operation Constrained to Reliability and Flexibility Indices in the Presence of Distributed Generations and Energy Storage Systems |
| title_short | Green Micro-Grid Operation Constrained to Reliability and Flexibility Indices in the Presence of Distributed Generations and Energy Storage Systems |
| title_sort | green micro grid operation constrained to reliability and flexibility indices in the presence of distributed generations and energy storage systems |
| topic | clean microgrid operation flexibility index hybrid evolutionary algorithm reliability index stochastic programming |
| url | https://ieco.usb.ac.ir/article_6348_cd5ff3e1748a5c1e33f9ace18db8c9e7.pdf |
| work_keys_str_mv | AT seyedarmanshirmardi greenmicrogridoperationconstrainedtoreliabilityandflexibilityindicesinthepresenceofdistributedgenerationsandenergystoragesystems AT mahmoodjoorabian greenmicrogridoperationconstrainedtoreliabilityandflexibilityindicesinthepresenceofdistributedgenerationsandenergystoragesystems AT hassanbarati greenmicrogridoperationconstrainedtoreliabilityandflexibilityindicesinthepresenceofdistributedgenerationsandenergystoragesystems |