Document Type : Research Articles

Authors

1 Department of Electrical Engineering, Dezful Branch, Islamic Azad University, Dezful, Iran

2 Department of Electrical Engineering, Faculty of Engineering, Shahid Chamran University of Ahvaz, Ahvaz, Iran

Abstract

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.

Keywords

Main Subjects

[1] A. Dini, S. Pirouzi, M.A. Norouzi, M. Lehtonen, “Grid-
connected energy hubs in the coordinated multi-energy
management based on day-ahead market framework
,”
Energy, vol. 188, pp. 116055, 2019.

[2] J. Aghaei, S.A. Bozorgavari, S. Pirouzi, H. Farahmand,
M. Korpås, “
Flexibility Planning of Distributed Battery
Energy Storage Systems in Smart Distribution
Networks
,” Iranian Journal of Science and Technology,
Transactions of Electrical Engineering, vol. PP, pp. 1-17,
2019.

[3] D. Wang, J. Qiu, L. Reedman, K. Meng, L.L. Lai, “Two-
stage energy management for networked microgrids with
high renewable penetration,” Applied Energy, vol. 226,
pp. 39-48, 2018.

[4] M. Vosoogh, and et al., “Efficient Networked Microgrid
Management Considering Plug-in Electric Vehicles and
Storage Units,” International Journal of Industrial
Electronics Control and Optimization, vol. 4, no. 2, pp.
245-255, 2021.

[5] H. Kiani, K. Hesami, A. Azarhooshang, S. Pirouzi, S.
Safaee, “Adaptive robust operation of the active
distribution network including renewable and flexible
sources,” Sustainable Energy, Grids and Networks,
(accepted), 2021.

[6] S. Pirouzi, M.A. Latify, G.R. Yousefi, “
Conjugate active
and reactive power management in a smart distribution
network through electric vehicles: A mixed integer-linear
programming model
,” Sustainable Energy, Grids and
Networks, vol. 22, pp. 100344, 2020.

[7] S.A. Bozorgavari, J. Aghaei, S. Pirouzi, A. Nikoobakht,
H. Farahmand, M. Korpås, “
Robust planning of
distributed battery energy storage systems in flexible
smart distribution networks: A comprehensive study
,”
Renewable and Sustainable Energy Reviews, vol. 123, pp.
109739, 2020.

[8] A. Jamali et al., “Self-Scheduling Approach to
Coordinating Wind Power Producers With Energy
Storage and Demand Response,” IEEE Transactions on
Sustainable Energy, vol. 11, no. 3, pp. 1210-1219, July
2020.
[9] C. Zhang, Y. Xu and Z. Y. Dong, “Robustly Coordinated
Operation of a Multi-Energy Micro-Grid in Grid-
Connected and Islanded Modes Under Uncertainties,”
IEEE Transactions on Sustainable Energy, vol. 11, no. 2,
pp. 640-651, April 2020.

[10] H. Razmi and H. Doagou-Mojarrad, “Comparative
assessment of two different modes multi-objective
optimal power management of micro-grid: grid-
connected and stand-alone,” IET Renewable Power
Generation, vol. 13, no. 6, pp. 802-815, 29 4 2019.

[11] M. Nojavan and H. Seyedi, “Voltage Stability
Constrained OPF in Multi-Micro-Grid Considering
Demand Response Programs,” IEEE Systems Journal,
vol. 14, no. 4, pp. 5221-5228, Dec. 2020

[12] M. Haseeb, S. A. A. Kazmi, M. M. Malik, S. Ali, S. B. A.
Bukhari and D. R. Shin, “Multi Objective Based
Framework for Energy Management of Smart Micro-
Grid,” IEEE Access, vol. 8, pp. 220302-220319, 2020.

[13] H.E. Keshta, O.P. Malik, E.M. Saied, F.M. Bendary, A.A.
Ali, “Energy management system for two islanded
interconnected micro-grids using advanced evolutionary
algorithms,” Electric Power Systems Research, vol. PP,
pp. 106958, 2020.

[14] S.M. Moghaddas-Tafreshi, S. Mohseni, M.E. Karami, S.
Kelly, “Optimal energy management of a grid-connected
multiple energy carrier micro-grid,” Applied Thermal
Engineering, vol. 152, pp. 796-806, 2019.

[15] R. Homayoun, and et al. “Multiobjective operation of
distributed generations and thermal blocks in microgrids
based on energy management system,” IET Generation,
Transmission and Distribution, (accepted), 2021.

[16] A. Shahbazi, J. Aghaei, S. Pirouzi, T. Niknam, M. Shafie-
khah, J.P.S. Catalão, “Effects of resilience-oriented
design on distribution networks operation planning,”
Electric Power Systems Research, vol. 191, pp. 106902,
2021.

[17] H.R. Hamidpour, J. Aghaei, S. Dehghan, S. Pirouzi, T.
Niknam, “
Integrated resource expansion planning of wind
integrated power systems considering demand response
programmes
,” IET Renewable Power Generation, vol. 13,
no. 4, pp. 519-529, 2018.

[18] M. Nazari-Heris, S. Abapour, B. Mohammadi-Ivatloo,
“Optimal economic dispatch of FC-CHP based heat and
power micro-grids,” Applied Thermal Engineering, vol.
114, pp. 756-769, 2017.

[19] A. Kavousi-Fard, A. Khodaei, “Efficient integration of
plug-in electric vehicles via reconfigurable microgrids,”
Energy, vol. 111, pp. 653-663, 2016.

[20] D. Karaboga, B. Basturk, “On the performance of
artificial bee colony (ABC) algorithm,” Applied Soft
Computing, vol. 8, pp. 687-697, 2008.

[21] K. Sarwagya, P.K. Nayak, S. Ranjan, “Optimal
coordination of directional overcurrent relays in complex
distribution networks using sine cosine algorithm,”
Electric Power Systems Research, vol. 187, pp. 106435,
2020.

[22] P. R. Babu, C. P. Rakesh, G. Srikanth, M. N. Kumar, and
D. P. Reddy, “A novel approach for solving distribution
networks,” India Conference (INDICON), 2009Annual
IEEE, pp. 1-5, Dec. 2009.

[23] W. K. A. Najy, H. H. Zeineldin and W. L. Woon,
“Optimal Protection Coordination for Microgrids With
Grid-Connected and Islanded Capability,” IEEE
Transactions on Industrial Electronics, vol. 60, no. 4, pp.
1668-1677, April 2013.

[24] M.Q. Duong, and et. al., “Determination of Optimal
Location and Sizing of Solar Photovoltaic Distribution
Generation Units in Radial Distribution Systems”
Energies, vol. 12, pp. 1-25, 2019.

[25] S. Abrisham-Foroushan-Asl, L. Bagherzadeh, S. Pirouzi,
M.A. Norouzi, M. Lehtonen, “
A new two-layer model for
energy management in the smart distribution network
containing flexi-renewable virtual power plant
,” Electric
Power Systems Research, vol. 194, pp. 107085, 2021.

[26] A. Shahbazi, and et al. “
Hybrid stochastic/robust
optimization model for resilient architecture of
distribution networks against extreme weather
conditions
,” International Journal of Electrical Power &
Energy Systems, vol. 126, pp. 106576, 2021.

[27] L. Bagherzadeh, and et al., “
Coordinated flexible energy
and selfhealing management according to the multi
agent systembased restoration scheme in active
distribution network
,” IET Renewable Power Generation,
(accepted), 2021.

[28] S. Abrisham Foroushan Asl, M. Gandomkar, J. Nikoukar,
“Optimal protection coordination in the micro-grid
including inverter-based distributed generations and
energy storage system with considering grid-connected
and islanded modes,” Electric Power Systems Research,
vol. 184, pp. 106317, 2020.

[29] A. Rohani, M. Abasi, A. Beigzadeh, M. Joorabian, G.B.
Gharehpetian, “Bilevel power management strategy in
harmonicpolluted active distribution network including
virtual power plants,” IET Renewable Power Generation,
vol. 15, no. 2, pp. 462-476, 2021.

[30] S. Pirouzi, and et al., “
Power conditioning of distribution
networks via single-phase electric vehicles equipped
with
Bidirectional Chargers,” IEEE Systems Journal, vol. 13,
no. 3, pp. 3433-3442, 2019.