Optimal sizing of hybrid WT/PV/diesel generator/battery system using MINLP method for a region in Kerman

Document Type : Article

Authors

Faculty of Electrical Engineering, Shahid Beheshti University, A.C., Tehran, Iran

Abstract

Abstract— Renewable resources have attracted attention due to different reasons like reducing pollution, improving technical issues. Using several resources along with each other requires studying different aspects. One of the most important issues in hybrid systems is system optimality. Therefore, the most effective approach is to combine components to minimize the cost. Different approaches have been proposed for determining the size of hybrid system components to optimize the proposed system. These methods are classified into three categories: classic, artificial intelligence and computer program methods. In this paper, the optimal size of components is obtained using MINLP method. Outputs of this algorithm are compared with two other algorithms and advantage of this method is proved. This paper gives better responses in a shorter time.

Keywords


References
1. Khosrogorji, S., Ahmadian, M., Torkaman, H., et al.
Multi-input DC/DC converters in connection with
distributed generation units { A review", Renewable
and Sustainable Energy Reviews, 66, pp. 360{379
(2016).
2. Torkaman, H., Karami, N., and Nezamabadi, M.M.
Design, simulation, validation and comparison of
new high step-up soft switched converter for fuel cell
energy system", Journal of Energy Management and
Technology, 1(1), pp. 53{60 (2017).
3. Einan, M., Torkaman, H., and Pourgholi, M. Optimized
fuzzy-cuckoo controller for active power control
of battery energy storage system, photovoltaic, fuel cell
and wind turbine in an isolated micro-grid", Batteries,
3(23), pp. 1{18 (2017).
4. Khosrogorji, S., Torkaman, H., and Karimi, F. A
short review on multi-input DC/DC converters topologies",
6th Power Electronics, Drive Systems & Technologies
Conference (PEDSTC), Tehran, Iran, pp.
650{654 (2015).
5. Maleki, A. and Askarzadeh, A. Optimal sizing of a
PV/wind/diesel system with battery storage for electri
cation to an o -grid remote region: A case study
of Rafsanjan, Iran", Sustainable Energy Technologies
and Assessments, 7, pp. 147{153 (2014).
6. Poursmaeil, M., Dizgah, S.M., Torkaman, H., et al.
Small signal modeling, analysis and control of 􀀀-Zsource
inverter", in Iranian Conference on Electrical
Engineering (ICEE), Tehran, Iran, pp. 1216{1222
(2017).
7. Kotowicz, J., Bartela, L., Wecel, D., et al. Hydrogen
generator characteristics for storage of renewablygenerated
energy", Energy, 118, pp. 156{171 (2017).
8. Salameh, Z. Chapter 1 - factors promoting renewable
energy applications", in Renewable Energy System
Design, Ed., Boston: Academic Press, pp. 1{32 (2014).
9. Chauhan, A. and Saini, R.P. A review on integrated
renewable energy system based power generation
for stand-alone applications: Con gurations,
storage options, sizing methodologies and control",
Renewable and Sustainable Energy Reviews, 38, pp.
99{120 (2014).
10. Jeyaprabha, S.B. and Selvakumar, A.I. Optimal sizing
of photovoltaic/battery/diesel based hybrid system
and optimal tilting of solar array using the arti cial
intelligence for remote houses in India", Energy and
Buildings, 96, pp. 40{52 (2015).
11. Abdullah, M.., Muttaqi, K., and Agalgaonkar, A.
Sustainable energy system design with distributed
renewable resources considering economic, environmental
and uncertainty aspects", Renewable Energy,
78, pp. 165{172 (2015).
12. Abbes, D., Martinez, A., and Champenois, G. Life
cycle cost, embodied energy and loss of power supply
probability for the optimal design of hybrid power
systems", Mathematics and Computers in Simulation,
98, pp. 46{62 (2014).
13. Ismail, M.S., Moghavvemi, M., and Mahlia, T.M.I.
Design of an optimized photovoltaic and microturbine
hybrid power system for a remote small community:
Case study of Palestine", Energy Conversion and
Management, 75, pp. 271{281 (2013).
14. Ho, W.S., Hashim, H., and Lim, J.S. Integrated
biomass and solar town concept for a smart eco-village
in Iskandar Malaysia (IM)", Renewable Energy, 69, pp.
190{201 (2014).
15. Paliwal, P., Patidar, N., and Nema, R. Determination
of reliability constrained optimal resource mix for an
autonomous hybrid power system using particle swarm
optimization", Renewable Energy, 63, pp. 194{204
(2014).
16. Sanchez, V.M. Techno-economical optimization based
on swarm intelligence algorithm for a stand-alone
wind-photovoltaic-hydrogen power system at southeast
region of Mexico", International Journal of Hydrogen
Energy, 39, pp. 16646{16655 (2014).
17. Askarzadeh, A. and Santos Coelho, L. A novel framework
for optimization of a grid independent hybrid
renewable energy system: A case study of Iran", Solar
Energy, 112, pp. 383{396 (2015).
18. Maleki, A., Ameri, M., and Keynia, F. Scrutiny of
multifarious particle swarm optimization for nding
the optimal size of a PV/wind/battery hybrid system",
Renewable Energy, 80, pp. 552{563 (2015).
19. Zahraee, S.M., Khalaji, M., and Saidur, R. Application
of arti cial intelligence methods for hybrid energy
system optimization", Renewable and Sustainable Energy
Reviews, 66, pp. 617{630 (2016).
20. Tahani, M., Babayan, N., and Pouyaei, A. Optimization
of PV/wind/battery stand-alone system, using
hybrid FPA/SA algorithm and CFD simulation, case
study: Tehran", Energy Conversion and Management,
106, pp. 644{659 (2015).
21. Torkaman, H. and Hemmati, T. Hybrid Z-source DCDC
converter with ZVZCS and power transformer
resetting: design, modeling, and fabrication", Iranian
H. Qari et al./Scientia Iranica, Transactions D: Computer Science & ... 27 (2020) 3066{3074 3073
Journal of Electrical & Electronic Engineering, 14(1),
pp. 49{58 (2018).
22. Tianpei Zhou, W.S. Optimization of battery{
supercapacitor hybrid energy storage station in
wind/solar generation system", IEEE Transactions on
Sustainable Energy, 5, pp. 408{415, April (2014).
23. Zhao, B., Zhang, X., and Li, P. Optimal sizing,
operating strategy and operational experience of a
stand-alone microgrid on Dongfushan Island", Applied
Energy, 113, pp. 1656{1666 (2014).
24. Ogunjuyigbe, A.S.O., Ayodele, T.R., and Akinola,
O.A. Optimal allocation and sizing of PV/wind/splitdiesel/
battery hybrid energy system for minimizing life
cycle cost, carbon emission and dump energy of remote
residential building", Applied Energy, 171, pp. 153{
171 (2016).
25. Rajanna, S. and Saini, R.P. Development of optimal
integrated renewable energy model with battery storage
for a remote Indian area", Energy, 111, pp. 803{
817 (2016).
26. Gan, L.K., Shek, J.K.H., and Mueller, M.A. Optimised
operation of an o -grid hybrid wind-dieselbattery
system using genetic algorithm", Energy Conversion
and Management, 126, pp. 446{462 (2016).
27. Hong, L. Optimal sizing of hybridwind/PV/diesel
generation in a stand-alone power system using
Markov-based genetic algorithm", IEEE Trans Power
Delivery, 27, pp. 640{7 (2012).
28. Ahmadi, S. and Abdi, S. Application of the hybrid
big bang-big crunch algorithm for optimal sizing of a
stand-alone hybrid PV/wind/battery system", Solar
Energy, 134, pp. 366{374 (2016).
29. Muhsen, D.H., Ghazali, A.B., and Khatib, T. Multiobjective
di erential evolution algorithm-based sizing
of a standalone photovoltaic water pumping system",
Energy Conversion and Management, 118, pp. 32{43
(2016).
30. Cho, J.-H., Chun, M.G., and Hong, W.P. Structure
optimization of stand-alone renewable power systems
based on multi object function", Energies, 9, pp. 1{19
(2016).
31. Zahboune, H. Optimal hybrid renewable energy design
in autonomous system using modi ed electric
system cascade analysis and Homer software", Energy
Conversion and Management, 126, pp. 909{922
(2016).
32. Mamaghani, A. Techno-economic feasibility of photovoltaic,
wind, diesel and hybrid electri cation systems
for o -grid rural electri cation in Colombia", Renewable
Energy, 97, pp. 293{305 (2016).
33. Shezan, S.A. Performance analysis of an o -grid
wind-PV (photovoltaic)-diesel-battery hybrid energy
system feasible for remote areas", Journal of Cleaner
Production, 125, pp. 121{132 (2016).
34. Olatomiwa, L., Mekhilef, S., and Ohunakin, O.S.
Hybrid renewable power supply for rural health clinics
(RHC) in six geo-political zones of Nigeria", Sustainable
Energy Technologies and Assessments, 13, pp. 1{
12 (2016).
35. Fazelpour, F., Soltani, N., and Rosen, M.A. Economic
analysis of standalone hybrid energy systems for application
in Tehran, Iran", International Journal of
Hydrogen Energy, 41, pp. 7732{7743 (2016).
36. Singh, S., Singh, M., and Kaushik, S.C. Feasibility
study of an islanded microgrid in rural area consisting
of PV, wind, biomass and battery energy storage
system", Energy Conversion and Management, 128,
pp. 178{190 (2016).
37. Bhuiyan, Y.A. and Primak, S.L. Optimal sizing
approach for islanded microgrids", IET Renew Power
Gener, 9, pp. 166{175 (2016).
38. Kalantari, N., Ahangari, M., and Pourhossein, K.
Bibliographic review and comparison of optimal sizing
methods for hybrid renewable energy systems",
Journal of Energy Management and Technology, 2, pp.
66{79 (2018).
39. Baneshi, M. and Hadianfard, F. Techno-economic feasibility
of hybrid diesel/PV/wind/battery electricity
generation systems for non-residential large electricity
consumers under southern Iran climate conditions",
Energy Conversion and Management, 127, pp. 233{
244 (2016).
40. Shi, B., Wu, W., and Yan, L. Size optimization of
stand-alone PV/wind/diesel hybrid power generation
systems", Journal of the Taiwan Institute of Chemical
Engineers, 73, pp. 93{101 (2017).
41. Fetanat, A. and Khorasaninejad, E. Size optimization
for hybrid photovoltaic-wind energy system using ant
colony optimization for continuous domains based
integer programming", Applied Soft Computing, 31,
pp. 196{209 (2015).
42. Kozak, T., Maranda, W., Napieralski, A., et al.
In
uence of ambient temperature on the amount
of electric energy produced by solar modules", 16th
International Conference Mixed Design of Integrated
Circuits & Systems, Lodz, pp. 351{354 (2009).
43. Ismail, M.S., Moghavvemi, M., and Mahlia, T.M.I.
Techno-economic analysis of an optimized photovoltaic
and diesel generator hybrid power system for
remote houses in a tropical climate", Energy Conversion
and Management, 69, pp. 163{173 (2013).