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Day-Ahead Scheduling, Simulation, and Real-Time Control of an Islanded MicrogridIGNAT-BALACI, A. , SZILAGYI, E. , PETREUS, D.
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distributed power generation, energy management, microgrids, optimization, scheduling
energy(27), microgrid(19), management(12), power(11), simulation(10), technology(7), petreus(7), real(6), microgrids(6), isse(6)
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About this article
Date of Publication: 2021-11-30
Volume 21, Issue 4, Year 2021, On page(s): 89 - 98
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2021.04010
Web of Science Accession Number: 000725107100010
SCOPUS ID: 85122268933
This paper presents the operating cost optimization of an islanded microgrid through day-ahead scheduling. The results are validated using simulations and experiments. The cost optimization is achieved using 3 methods, 2 of which are general ones, Harmony Search Algorithm and Particle Swarm Optimization, and one, named Stochastic-Dynamic Method, is created for the microgrid and the subsequent optimization problem. The results generated using the 3 algorithms are compared and then tested using the Simulink model of the microgrid. The simulations are followed by the experimental validation of the Stochastic-Dynamic Method. Finally, a real-time control method is created and simulated with the purpose of overcoming the limitations that Day-Ahead Scheduling presents.
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| E. Lazar, A. Ignat, D. Petreus, R. Etz, "Energy Management for an Islanded Microgrid Based on Harmony Search Algorithm," in 2018 41st International Spring Seminar on Electronics Technology (ISSE), May 2018, pp. 1-6. |
[CrossRef] [SCOPUS Times Cited 11]
 A. Ignat, E. Lazar, D. Petreus, "Energy Management for an Islanded Microgrid Based on Particle Swarm Optimization," in 2018 IEEE 24th International Symposium for Design and Technology in Electronic Packaging (SIITME), Oct. 2018, pp. 213-216.
[CrossRef] [SCOPUS Times Cited 5]
 A. Ignat, D. Petreus, and E. Lazar, "Cost Optimization and Day-Ahead Scheduling for a Renewable Energy Microgrid," in 2019 42nd International Spring Seminar on Electronics Technology (ISSE), May 2019, pp. 1-6.
[CrossRef] [SCOPUS Times Cited 3]
 A. Ignat, E. Szilagyi, D. Petreus, "Renewable Energy Microgrid Model using MATLAB-Simulink," in 2020 43rd International Spring Seminar on Electronics Technology (ISSE), May 2020, pp. 1-6.
[CrossRef] [SCOPUS Times Cited 4]
 A. Ignat, E. Szilagyi, and D. Petreus, "Islanded Microgrid Simulation and Cost Optimisation," in 2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME), Oct. 2020, pp. 426-429.
[CrossRef] [SCOPUS Times Cited 2]
 D. Quiggin, S. Cornell, M. Tierney, R. Buswell, "A simulation and optimisation study: Towards a decentralised microgrid, using real world fluctuation data," Energy, vol. 41, no. 1, pp. 549-559, May 2012,
[CrossRef] [Web of Science Times Cited 54] [SCOPUS Times Cited 63]
 E. D. Mehleri, H. Sarimveis, N. C. Markatos, L. G. Papageorgiou, "A mathematical programming approach for optimal design of distributed energy systems at the neighbourhood level," Energy, vol. 44, no. 1, pp. 96-104, Aug. 2012,
[CrossRef] [Web of Science Times Cited 226] [SCOPUS Times Cited 253]
 S. Kaur, G. Kumbhar, J. Sharma, "A MINLP technique for optimal placement of multiple DG units in distribution systems," Int. J. Electr. Power Energy Syst., vol. 63, pp. 609-617, Dec. 2014,
[CrossRef] [Web of Science Times Cited 145] [SCOPUS Times Cited 170]
 Q. Jiang, M. Xue, G. Geng, "Energy management of microgrid in grid-connected and stand-alone modes," IEEE Trans. Power Syst., vol. 28, no. 3, pp. 3380-3389, Aug. 2013,
[CrossRef] [Web of Science Times Cited 391] [SCOPUS Times Cited 467]
 D. E. Olivares, C. A. Canizares, M. Kazerani, "A centralized energy management system for isolated microgrids," IEEE Trans. Smart Grid, vol. 5, no. 4, pp. 1864-1875, Jul. 2014,
[CrossRef] [Web of Science Times Cited 378] [SCOPUS Times Cited 442]
 S. A. Helal, R. J. Najee, M. O. Hanna, M. F. Shaaban, A. H. Osman, M. S. Hassan, "An energy management system for hybrid microgrids in remote communities," in 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE), Apr. 2017, pp. 1-4.
[CrossRef] [SCOPUS Times Cited 30]
 G. Cardoso et al., "Microgrid reliability modeling and battery scheduling using stochastic linear programming," Electr. Power Syst. Res., vol. 103, pp. 61-69, Oct. 2013,
[CrossRef] [Web of Science Times Cited 69] [SCOPUS Times Cited 78]
 A. M. Giacomoni, S. Y. Goldsmith, S. M. Amin, B. F. Wollenberg, "Analysis, modeling, and simulation of autonomous microgrids with a high penetration of renewables," in 2012 IEEE Power and Energy Society General Meeting, Jul. 2012, pp. 1-6.
[CrossRef] [SCOPUS Times Cited 11]
 A. Zakariazadeh, S. Jadid, P. Siano, "Smart microgrid energy and reserve scheduling with demand response using stochastic optimization," Int. J. Electr. Power Energy Syst., vol. 63, pp. 523-533, Dec. 2014,
[CrossRef] [Web of Science Times Cited 198] [SCOPUS Times Cited 229]
 M. Motevasel, A. R. Seifi, T. Niknam, "Multi-objective energy management of CHP (combined heat and power)-based micro-grid," Energy, vol. 51, pp. 123-136, Mar. 2013,
[CrossRef] [Web of Science Times Cited 123] [SCOPUS Times Cited 141]
 M. Marzband, S. S. Ghazimirsaeid, H. Uppal, T. Fernando, "A real-time evaluation of energy management systems for smart hybrid home Microgrids," Electr. Power Syst. Res., vol. 143, pp. 624-633, Feb. 2017,
[CrossRef] [Web of Science Times Cited 111] [SCOPUS Times Cited 126]
 M. Marzband, F. Azarinejadian, M. Savaghebi, J. M. Guerrero, "An optimal energy management system for islanded microgrids based on multiperiod artificial bee colony combined with Markov chain," IEEE Syst. J., vol. 11, no. 3, pp. 1712-1722, Sep. 2017,
[CrossRef] [Web of Science Times Cited 173] [SCOPUS Times Cited 144]
 A. Parisio, L. Glielmo, "Energy efficient microgrid management using Model Predictive Control," in 2011 50th IEEE Conference on Decision and Control and European Control Conference, Dec. 2011, pp. 5449-5454.
[CrossRef] [SCOPUS Times Cited 75]
 R. Minciardi, R. Sacile, "Optimal control in a cooperative network of smart power grids," IEEE Syst. J., vol. 6, no. 1, pp. 126-133, Mar. 2012,
[CrossRef] [Web of Science Times Cited 52] [SCOPUS Times Cited 57]
 F. A. Mohamed, Microgrid modelling and online management. Helsinki University of Technology, 2008. Accessed: Jul. 20, 2021. [Online] Available: Temporary on-line reference link removed - see the PDF document
 A. Merabe, R. K. Dhar, "Solar photovoltaic microgrid simulation platform for energy management testing," in 2019 Algerian Large Electrical Network Conference (CAGRE), Feb. 2019, pp. 1-5.
[CrossRef] [SCOPUS Times Cited 8]
 A. Muhtadi, A. M. Saleque, "Modeling and simulation of a microgrid consisting solar PV amp; DFIG based wind energy conversion system for St. Martin's island," in 2017 IEEE 3rd International Conference on Engineering Technologies and Social Sciences (ICETSS), Aug. 2017, pp. 1-6.
[CrossRef] [SCOPUS Times Cited 13]
 J. Hossain, N. Sakib, E. Hossain, R. Bayindir, "Modelling and simulation of solar plant and storage system: A step to microgrid technology," Int. J. Renew. Energy Res. IJRER, vol. 7, no. 2, Art. no. 2, Jun. 2017
 A. Alzahrani, P. Shamsi, C. Dagli, M. Ferdowsi, "Solar irradiance forecasting using deep neural networks," Procedia Comput. Sci., vol. 114, pp. 304-313, Jan. 2017,
[CrossRef] [Web of Science Times Cited 113] [SCOPUS Times Cited 137]
 O. Abrishambaf, P. Faria, L. Gomes, J. Spinola, Z. Vale, J. M. Corchado, "Implementation of a real-time microgrid simulation platform based on centralized and distributed management," Energies, vol. 10, no. 6, Art. no. 6, Jun. 2017,
[CrossRef] [Web of Science Times Cited 32] [SCOPUS Times Cited 40]
 M. C. Magro, M. Giannettoni, P. Pinceti, M. Vanti, "Real time simulator for microgrids," Electr. Power Syst. Res., vol. 160, pp. 381-396, Jul. 2018,
[CrossRef] [Web of Science Times Cited 19] [SCOPUS Times Cited 23]
 G. Cau, D. Cocco, M. Petrollese, "Modeling and simulation of an isolated hybrid micro-grid with hydrogen production and storage," Energy Procedia, vol. 45, pp. 12-21, Jan. 2014,
[CrossRef] [Web of Science Times Cited 17] [SCOPUS Times Cited 23]
 O. Nzimako, A. Rajapakse, "Real time simulation of a microgrid with multiple distributed energy resources," in 2016 International Conference on Cogeneration, Small Power Plants and District Energy (ICUE), Sep. 2016, pp. 1-6.
[CrossRef] [SCOPUS Times Cited 20]
 E. Kremers, J. Gonzalez de Durana, O. Barambones, "Multi-agent modeling for the simulation of a simple smart microgrid," Energy Convers. Manag., vol. 75, pp. 643-650, Nov. 2013,
[CrossRef] [Web of Science Times Cited 52] [SCOPUS Times Cited 55]
 E. Lazar, D. Petreus, R. Etz, T. PÄtÄrÄu, "Minimization of operational cost for an islanded microgrid using a real coded genetic algorithm and a mixed integer linear programming method," in 2017 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM) 2017 Intl Aegean Conference on Electrical Machines and Power Electronics (ACEMP), May 2017, pp. 693-698.
[CrossRef] [SCOPUS Times Cited 10]
 R. Etz, D. Petreus, T. Patarau, E. Lazar, "An islanded renewable energy microgrid emulator for geothermal, biogas, photovoltaic and lead acid battery storage," in 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE), Jun. 2017, pp. 2109-2114.
[CrossRef] [SCOPUS Times Cited 8]
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