Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1016/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
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ISSN | 0196-8904 |
EISSN | 1879-2227 |
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 |
推荐引用方式 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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