Day-Ahead Scheduling, Simulation, and Real-Time Control of an Islanded Microgrid
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 Optimi...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Stefan cel Mare University of Suceava
2021-11-01
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| Series: | Advances in Electrical and Computer Engineering |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.4316/AECE.2021.04010 |
| _version_ | 1818737730187689984 |
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| author | IGNAT-BALACI, A. SZILAGYI, E. PETREUS, D. |
| author_facet | IGNAT-BALACI, A. SZILAGYI, E. PETREUS, D. |
| author_sort | IGNAT-BALACI, A. |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-12-18T00:57:41Z |
| format | Article |
| id | doaj.art-def9a8f3825e493e8010ec7241f978d5 |
| institution | Directory Open Access Journal |
| issn | 1582-7445 1844-7600 |
| language | English |
| last_indexed | 2024-12-18T00:57:41Z |
| publishDate | 2021-11-01 |
| publisher | Stefan cel Mare University of Suceava |
| record_format | Article |
| series | Advances in Electrical and Computer Engineering |
| spelling | doaj.art-def9a8f3825e493e8010ec7241f978d52022-12-21T21:26:29ZengStefan cel Mare University of SuceavaAdvances in Electrical and Computer Engineering1582-74451844-76002021-11-01214899810.4316/AECE.2021.04010Day-Ahead Scheduling, Simulation, and Real-Time Control of an Islanded MicrogridIGNAT-BALACI, A.SZILAGYI, E.PETREUS, D.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.http://dx.doi.org/10.4316/AECE.2021.04010distributed power generationenergy managementmicrogridsoptimizationscheduling |
| spellingShingle | IGNAT-BALACI, A. SZILAGYI, E. PETREUS, D. Day-Ahead Scheduling, Simulation, and Real-Time Control of an Islanded Microgrid Advances in Electrical and Computer Engineering distributed power generation energy management microgrids optimization scheduling |
| title | Day-Ahead Scheduling, Simulation, and Real-Time Control of an Islanded Microgrid |
| title_full | Day-Ahead Scheduling, Simulation, and Real-Time Control of an Islanded Microgrid |
| title_fullStr | Day-Ahead Scheduling, Simulation, and Real-Time Control of an Islanded Microgrid |
| title_full_unstemmed | Day-Ahead Scheduling, Simulation, and Real-Time Control of an Islanded Microgrid |
| title_short | Day-Ahead Scheduling, Simulation, and Real-Time Control of an Islanded Microgrid |
| title_sort | day ahead scheduling simulation and real time control of an islanded microgrid |
| topic | distributed power generation energy management microgrids optimization scheduling |
| url | http://dx.doi.org/10.4316/AECE.2021.04010 |
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