Optimal techno-economic multi-level energy management of renewable-based DC microgrid for commercial buildings applications

被引:15
作者
Ferahtia, Seydali [1 ]
Rezk, Hegazy [2 ]
Olabi, A. G. [3 ,4 ]
Alhumade, Hesham [5 ,6 ,7 ]
Bamufleh, S. Hisham [5 ]
Doranehgard, Mohammad Hossein [8 ]
Abdelkareem, Mohammad Ali [3 ,4 ,9 ]
机构
[1] Univ Msila, Lab Genie Elect, Dept Elect Engn, M'Sila, Algeria
[2] Prince Sattam Bin Abdulaziz Univ, Coll Engn Wadi Alddawasir, Dept Elect Engn, Al Kharj, Saudi Arabia
[3] Univ Sharjah, Sustainable Energy & Power Syst Res Ctr, RISE, POB 27272, Sharjah, U Arab Emirates
[4] Aston Univ, Sch Engn & Appl Sci, Mech Engn & Design, Aston Triangle, Birmingham B4 7ET, England
[5] King Abdulaziz Univ, Fac Engn, Chem & Mat Engn Dept, Jeddah, Saudi Arabia
[6] King Abdulaziz Univ, Ctr Excellence Desalinat Technol, Jeddah 21589, Saudi Arabia
[7] King Abdulaziz Univ, K A CARE Energy Res & Innovat Ctr, Jeddah 21589, Saudi Arabia
[8] Hong Kong Univ Sci & Technol, Dept Mech & Aerosp Engn, Clear Water Bay, Hong Kong, Peoples R China
[9] Minia Univ, Chem Engn Dept, Elminia, Egypt
关键词
Renewable -based DC microgrids; Energy management; Uninterruptible power supply; Energy efficiency; Cost reduction; Building; SALP SWARM ALGORITHM; FUEL-CELL; DEMAND MANAGEMENT; STRATEGY; SYSTEMS; STORAGE; MINIMIZATION;
D O I
10.1016/j.apenergy.2022.120022
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
An optimal techno-economic multi-level energy management strategy (EMS) is designed for a DC microgrid applied to a commercial building. The proposed power system is a grid-connected microgrid composed of a fuel cell (FC) system, a photovoltaic (PV) array, and a battery storage unit. The interaction between various types of power sources may lead to stability problems. Moreover, providing an uninterruptible and high-quality power supply, reducing operating costs, and maximizing system efficiency are essential factors. This paper presents a techno-economic EMS, one of the most significant objectives for the following years. The proposed EMS comprises two levels for minimizing the operating cost and supplying the load and another control level based on flatness control theory to improve the power quality. The first level is based on one of the following EMSs: State Machine Control (SMC), Equivalent Consumption Minimization Strategy (ECMS), and External Energy Maximization Strategy (EEMS) to improve efficiency and reduce the required power. The second level is based on the economic dispatching algorithm (EDA) to reduce the operating cost and ensure a UPS. Finally, the system performance is elaborated; the simulation results prove the superiority of the EEMS-EDA combination, where the cost-saving can be enhanced by 3.47%, and the efficiency is about 80.44%.
引用
收藏
页数:15
相关论文
共 84 条
[1]   Fuel cells for carbon capture applications [J].
Abdelkareem, Mohammad Ali ;
Lootah, Maryam Abdullah ;
Sayed, Enas Taha ;
Wilberforce, Tabbi ;
Alawadhi, Hussain ;
Yousef, Bashria A. A. ;
Olabi, A. G. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 769 (769)
[2]   Environmental aspects of fuel cells: A review [J].
Abdelkareem, Mohammad Ali ;
Elsaid, Khaled ;
Wilberforce, Tabbi ;
Kamil, Mohammed ;
Sayed, Enas Taha ;
Olabi, A. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 752
[3]   A review on renewable energy and electricity requirement forecasting models for smart grid and buildings [J].
Ahmad, Tanveer ;
Zhang, Hongcai ;
Yan, Biao .
SUSTAINABLE CITIES AND SOCIETY, 2020, 55
[4]   Management of potential challenges of PV technology proliferation [J].
Alami, Abdul Hai ;
Rabaia, Malek Kamal Hussien ;
Sayed, Enas Taha ;
Ramadan, Mohamad ;
Abdelkareem, Mohammad Ali ;
Alasad, Shamma ;
Olabi, Abdul-Ghani .
SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2022, 51
[5]   Novel and practical photovoltaic applications [J].
Alami, Abdul Hai ;
Ramadan, Mohamad ;
Abdelkareem, Mohammad Ali ;
Alghawi, Jawaher Jamal ;
Alhattawi, Nouf Talib ;
Mohamad, Hamda Ahmad ;
Olabi, Abdul-Ghani .
THERMAL SCIENCE AND ENGINEERING PROGRESS, 2022, 29
[6]  
Allahvirdizadeh Y, 2017, INT J RENEW ENERGY R, V7, P1463
[7]  
[Anonymous], 2011, FUEL CELLS B, P4
[8]  
[Anonymous], 2010, FUEL CELLS B, P6
[9]   Improving energy efficiency of commercial buildings by Combined Heat Cooling and Power plants [J].
Catrini, Pietro ;
Curto, Domenico ;
Franzitta, Vincenzo ;
Cardona, Fabio .
SUSTAINABLE CITIES AND SOCIETY, 2020, 60
[10]   Energy management of power-split plug-in hybrid electric vehicles based on simulated annealing and Pontryagin's minimum principle [J].
Chen, Zheng ;
Mi, Chunting Chris ;
Xia, Bing ;
You, Chenwen .
JOURNAL OF POWER SOURCES, 2014, 272 :160-168