Arid
DOI10.1016/j.enconman.2020.113192
Integrated supply-demand energy management for optimal design of off-grid hybrid renewable energy systems for residential electrification in arid climates
Mokhtara, Charafeddine; Negrou, Belkhir; Bouferrouk, Abdessalem; Yao, Yufeng; Settou, Noureddine; Ramadan, Mohamad
通讯作者Mokhtara, C
来源期刊ENERGY CONVERSION AND MANAGEMENT
ISSN0196-8904
EISSN1879-2227
出版年2020
卷号221
英文摘要The growing research interest in hybrid renewable energy systems (HRESs) has been regarded as a natural and yet critical response to address the challenge of rural electrification. Based on a Bibliometric analysis performed by authors, it was concluded that most studies simply adopted supply-side management techniques to perform the design optimization of such a renewable energy system. To further advance those studies, this paper presents a novel approach by integrating demand-supply management (DSM) with particle swarm optimization and applying it to optimally design an off-grid hybrid PV-solar-diesel-battery system for the electrification of residential buildings in arid environments, using a typical dwelling in Adrar, Algeria, as a case study. The proposed HRES is first modelled by an in-house MATLAB code based on a multi-agent system concept and then optimized by minimizing the total net present cost (TNPC), subject to reliability level and renewable energy penetration. After validation against the HOMER software, further techno-economic analyses including sensitivity study are undertaken, considering different battery technologies. By integrating the proposed DSM, the results have shown the following improvements: with RF = 100%, the energy demand and TNPC are reduced by 7% and 18%, respectively, compared to the case of using solely supply-side management. It is found that PV-Li-ion represents the best configuration, with TNPC of $23,427 and cost of energy (COE) of 0.23 $/kWh. However, with lower RF values, the following reductions are achieved: energy consumption (19%) and fuel consumption or CO2 emission (57%), respectively. In contrast, the RF is raised from 15% (without DSM) to 63% (with DSM). It is clear that the optimal configuration consists of wind-diesel, with COE of 0.21 $/kWh, smaller than that obtained with a standalone diesel generator system. The outcomes of this work can provide valuable insights into the successful design and deployment of HRES in Algeria and surrounding regions.
英文关键词Hybrid renewable energy system Energy management Optimal design Rural electrification Building energy consumption Multi agent-based particle swarm optimization
类型Article
语种英语
收录类别SCI-E
WOS记录号WOS:000572866000004
WOS关键词SIZE OPTIMIZATION ; TECHNOECONOMIC ANALYSIS ; RURAL ELECTRIFICATION ; PERFORMANCE ANALYSIS ; POWER-GENERATION ; SIDE MANAGEMENT ; BATTERY SYSTEM ; WIND ; PV ; RELIABILITY
WOS类目Thermodynamics ; Energy & Fuels ; Mechanics
WOS研究方向Thermodynamics ; Energy & Fuels ; Mechanics
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/326514
作者单位[Mokhtara, Charafeddine; Negrou, Belkhir; Settou, Noureddine] Kasdi Merbah Ouargla Univ, Lab Promot & Valorisat Ressources Sahariennes VPR, BP 511, Ouargla 300004 4, Algeria; [Bouferrouk, Abdessalem; Yao, Yufeng] Univ West England, Dept Engn Design & Math, Bristol BS16 1QY, Avon, England; [Ramadan, Mohamad] Int Univ Beirut BIU, Sch Engn, Energy & Thermofluid Grp, Beirut, Lebanon
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GB/T 7714
Mokhtara, Charafeddine,Negrou, Belkhir,Bouferrouk, Abdessalem,et al. Integrated supply-demand energy management for optimal design of off-grid hybrid renewable energy systems for residential electrification in arid climates[J],2020,221.
APA Mokhtara, Charafeddine,Negrou, Belkhir,Bouferrouk, Abdessalem,Yao, Yufeng,Settou, Noureddine,&Ramadan, Mohamad.(2020).Integrated supply-demand energy management for optimal design of off-grid hybrid renewable energy systems for residential electrification in arid climates.ENERGY CONVERSION AND MANAGEMENT,221.
MLA Mokhtara, Charafeddine,et al."Integrated supply-demand energy management for optimal design of off-grid hybrid renewable energy systems for residential electrification in arid climates".ENERGY CONVERSION AND MANAGEMENT 221(2020).
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