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Determining optimal virtual inertia and frequency control parameters to preserve the frequency stability in islanded microgrids with high penetration of renewables
- Source :
- Electric Power Systems Research. 154:13-22
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- Preserving the frequency stability of low inertia microgrids (MGs) with high penetration of renewables is a serious challenge. To rise to this challenge, the inertia constant of MGs would be virtually increased using energy storages. However, it is important to determine the suitable value of inertia constant for these systems such that the frequency stability is preserved with a lower cost. Frequency droop coefficient of distributed energy resources (DERs) and load frequency controllers’ parameters would also affect the frequency response of MGs. Hence, in this paper, inertia constant is tuned together with frequency droop coefficient of DERs and load frequency controllers’ parameters. Determining these parameters is modeled as a multi-objective optimization problem and, because the number of objectives is higher than three, the problem is solved by a many-objective optimization algorithm. Comparative simulation studies have been done on an MG with different types of DERs to prove that using the proposed strategy for tuning the MG parameters not only the frequency deviation is highly decreased but also the amount of load shedding is considerably diminished. This would increase the customers’ satisfaction. Moreover, considering the inertia constant as a minimization objective, frequency stability would be preserved with a lower cost.
- Subjects :
- Engineering
Frequency response
Mathematical optimization
Optimization problem
business.industry
020209 energy
media_common.quotation_subject
020208 electrical & electronic engineering
Automatic frequency control
Energy Engineering and Power Technology
02 engineering and technology
Frequency deviation
Inertia
Control theory
Distributed generation
0202 electrical engineering, electronic engineering, information engineering
Voltage droop
Minification
Electrical and Electronic Engineering
business
media_common
Subjects
Details
- ISSN :
- 03787796
- Volume :
- 154
- Database :
- OpenAIRE
- Journal :
- Electric Power Systems Research
- Accession number :
- edsair.doi...........51fbddf7d77c3fdd261c482b7d4515c2