Sustainable energy planning for cost minimization of autonomous hybrid microgrid using combined multi-objective optimization algorithm

被引:70
作者
Haidar, Ahmed M. A. [1 ,2 ]
Fakhar, Adila [1 ]
Helwig, Andreas [2 ]
机构
[1] Univ Malaysia Sarawak, Dept Elect & Elect Engn, Kota Samarahan, Sarawak, Malaysia
[2] Univ Southern Queensland, Sch Mech & Elect Engn, Darling Hts, Qld, Australia
关键词
Cost minimization; Hybrid energy systems; Multi-objective optimization; Operational analysis; Regression analysis; Rural areas electrification; RENEWABLE ENERGY; GRID SYSTEM; GA-PSO; ELECTRIFICATION; HYDROPOWER; MALAYSIA; MOPSO; SOLAR;
D O I
10.1016/j.scs.2020.102391
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
With the development of scattered energy resources in the rural areas of Sarawak (Malaysia), various operational problems due to the unplanned installation of autonomous microgrids become gradually remarkable. To address this concern, the paper proposes an optimal strategy to evaluate the performance of different hybrid microgrid configurations for the Long San Village in Sarawak. A mathematical model is presented for sizing the component of the system to meet the maximum load demand under changing weather conditions and at the lowest possible cost. The developed approach simulates different microgrid models using deterministic and stochastic optimization methods to find the exact dynamic energy price of the selected optimal configuration in the context of system uncertainties. Furthermore, the operational feasibility of the system in terms of reliability and voltage security is studied in addition to economic feasibility with a comparative analysis of the environmental impact. The results show that the optimal configuration with the lowest cost of energy and net present cost can be achieved if the installed solar PV is less than 61 kW with 85 kW h of energy storage and 11 kW of hydro generation, where such system has 55,725 (kg/year) Carbon Dioxide and 330 (kg/year) Nitrogen Oxides. The findings also indicate that the dynamic energy pricing increases to 0.71 $/kWh when the power generation from renewable resources drops to zero. Further, the dynamic analysis shows that in order to reduce the voltage drop during disturbances, it is crucial to carefully install the sources in the buses connected to high energy demand.
引用
收藏
页数:20
相关论文
共 42 条
[1]   Measuring reliability of hybrid photovoltaic-wind energy systems: A new indicator [J].
Acuna, Luceny Guzman ;
Padilla, Ricardo Vasquez ;
Mercado, Alcides Santander .
RENEWABLE ENERGY, 2017, 106 :68-77
[2]   Multi-objective energy management in a micro-grid [J].
Aghajani, Gholamreza ;
Ghadimi, Noradin .
ENERGY REPORTS, 2018, 4 :218-225
[3]   Techno-economic analysis of a hybrid PV-CSP system with thermal energy storage applied to isolated microgrids [J].
Aguilar-Jimenez, J. A. ;
Velazquez, N. ;
Acuna, A. ;
Cota, R. ;
Gonzalez, E. ;
Gonzalez, L. ;
Lopez, R. ;
Islas, S. .
SOLAR ENERGY, 2018, 174 :55-65
[4]   Potential and econometrics analysis of standalone RE facility for rural community utilization and embedded generation in North-East, Nigeria [J].
Ajayi, Oluseyi O. ;
Ohijeagbon, O. D. ;
Mercy, Ogbonnaya ;
Ameh, Attabo .
Sustainable Cities and Society, 2016, 21 :66-77
[5]   Optimization of hybrid PV-wind system: Case study Al-Tafilah cement factory, Jordan [J].
Al-Ghussain, Loiy ;
Ahmed, Humayun ;
Haneef, Fahad .
SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2018, 30 :24-36
[6]  
Al-Roomi A. R., 2018, 2018 IEEE ELECT POWE, P1
[7]   Sizing a PV-Wind based hybrid system using deterministic approach [J].
Anoune, Kamal ;
Laknizi, Azzeddine ;
Bouya, Mohsine ;
Astito, Abdelali ;
Ben Abdellah, Abdellatif .
ENERGY CONVERSION AND MANAGEMENT, 2018, 169 :137-148
[8]   A flexible genetic algorithm-fuzzy regression approach for forecasting The case of bitumen consumption [J].
Azadeh, Ali ;
Kalantari, Mahdokht ;
Ahmadi, Ghazaleh ;
Eslami, Hossein .
CONSTRUCTION INNOVATION-ENGLAND, 2019, 19 (01) :71-88
[9]   Multi objective particle swarm optimization of hybrid micro-grid system: A case study in Sweden [J].
Azaza, Maher ;
Wallin, Fredrik .
ENERGY, 2017, 123 :108-118
[10]   Multi-objective optimal power management and sizing of a reliable wind/PV microgrid with hydrogen energy storage using MOPSO [J].
Baghaee, Hamid Reza ;
Mirsalim, Mojtaba ;
Gharehpetian, Gevork B. .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (03) :1753-1773