Journal of Data Processing

DLINE Journals portal

Home

New Journals

Browse Journals

Journal Prices

For Authors

Print ISSN:
Online ISSN:

About JDP
	DLINE Portal Home Home Aims & Scope Editorial Board Current Issue Next Issue Previous Issue Sample Issue Upcoming Conferences Self-archiving policy Alert Services Be a Reviewer Publisher Paper Submission Subscription Contact us

How To Order
	Order Online Price Information Request for Complimentary Print Copy

For Authors
	Guidelines for Contributors Online Submission Call for Papers Author Rights

RELATED JOURNALS

Journal of Digital Information Management (JDIM)

Journal of Multimedia Processing and Technologies (JMPT)

International Journal of Web Application (IJWA)

Journal of Data Processing

Designing a Micro-grid to Optimize the Energy Storage Capacity using GridLab-D

Vassil Guliashki, Galia Marinova
Institute of Information and Communication Technologies BAS, Ã¢â‚¬Å“Acad. G. BonchevÃ¢â‚¬Â Str. Bl. 2, 1113 Sofia, Bulgaria., Telecommunications at Technical University of Sofia 8 Kl. Ohridski Blvd, Sofia 1000 Bulgaria

Abstract: We in this work have designed a micro-grid to optimize the energy storage capacity. For this exercise we have used an open source tool called GridLab-D for simulation of micro-grid elements. We have use the Matlab environment to run the optimization solver. We have also deployed the GridMat as the interface between Matlab and GridLab- D. To run the experiment, we have test eight different scenarios. Using optimization methods, we have used economic scheduling optimization problems on the micro-grid. The experimental results are analysed and presented in detail in this paper.

Keywords: Microgrids, GridLab-D, GridMat, Matlab, Energy Scheduling Optimization Designing a Micro-grid to Optimize the Energy Storage Capacity using GridLab-D

DOI:https://doi.org/10.6025/jdp/2021/11/1/15-23

Full_Text PDF 443.72 KB Download: 23 times

References:

[1] Al Faruque, M. A., Ahourai, F. (2014). GridMat: Matlab Toolbox for GridLAB-D to Analyse Grid Impact and Validate Residential Microgrid Level Energy Management Algorithms, In: IEEE PES Conference on Innovative Smart Grid Technologies (ISGT’14), Washington DC, USA, February 2014. http://aicps.eng.uci.edu/ papers/GridMat-ISGT-2014.pdf
[2] Marinelli, M. (2014). Testing of a Predictive Control Strategy for Balancing, IEEE Transactions on Sustainable Energy.
[3] Chassin, D. P. et all, (2014). GridLAB-D: An Agent-Based Simulation Framework for Smart Grids, Journal of Applied Mathematics, vol. 2014 (2014) Article ID 492320, p. 12.
[4] Matlab, [Online]. http://www.mathworks.com/products/matlab/
[5] Chang, G. W., Lu, H. J., Su, H. J. (2013). Short-term Distributed Energy Resource Scheduling for a DC Microgrid, Energy and Power Engineering, vol. 5, p. 15-21.
[6] Xiao, J., Bai, L., Li, F., Liang, H., Wang, C. (2014). Sizing of Energy Storage and Diesel Generators in an Isolated Microgrid Using Discrete Fourier Transform (DFT), IEEE Transactions on Sustainable Energy, 5 (3) -July).
[7] Dufo-Lopez, R., Bernal-Agustin, J. L. (2008). Multi-Objective Design of PV-Wind-Diesel-Hydrogen-Battery Systems, Renewable Energy, 33 (12) 2559-2572, (December).
[8] Skarstein, O., Ulhen, K. (1989). Design Considerations with Respect to Long-Term Diesel Saving in Wind/Diesel Plants, Wind Engineering, 13 (2) 72-87.
[9] Luu, N. A. (2014). Control and Management Strategies for a Microgrid, Ph.D. Thesis, Université de Grenoble, France, 18.12.2014, https://tel.archives-ouvertes.fr/tel-01144941/document.
[10] Seryoatmojo, H., Elbaset, A., Syafaruddin, A., Hiyama, T. (2010). Genetic Algorithm Based Optimal Sizing of PV-Diesel- Battery System, Considering CO2 Emission and Reliability, International Journal of Innovative Computing, Information and Control, 6 (10) 4631-4649, (October).
[11] Diaf, S. Belhamelb, M. Haddadic, M. Louchea, A. (2008). Technical and Economic Assessment of Hybrid Photovoltaic Wind System with Battery Storage in Corsica Island, Energy Policy, 36 (2) 743-754.
[12] Marinova, G., Guliashki, V. (2016). Economic Energy Scheduling of an Islanded Microgrid, ICEST 2016, Ohrid, Macedonia, June 28-30, p. 339-342.
[13] Marinova, G., Guliashki, V. (2016). Energy Scheduling for Island Microgrid Applications, Journal of Communication and Computer, USA, 13 (6) 281-290, (June) (Serial Number 128), doi:10.17265/1548-7709/2016.06.002.
[14] Huntoon, S. (2016). Battery Storage: Drinking the Electric Kool-Aid, Public Utilities Fortnightly, p. 36-46, (January).

DLINE Journals portal