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Paper Information

Journal:   JOURNAL OF ENERGY MANAGEMENT   summer 2020 , Volume 10 , Number 2 ; Page(s) 26 To 39.
 
Paper: 

Optimization Of Building Energy Consumption Considering Uncertainties

 
 
Author(s):  Bordbari Mohamad Javad, Rastegar Mohammad*, Seifi Alireza
 
* Faculty of Electrical and Computer Engineering, Shiraz University, Shiraz, I.R. Iran
 
Abstract: 
Energy optimization and consumption analysis is the first step in realizing smart houses. This paper incorporates the uncertainty of the effective parameters and probabilistically optimizes the energy consumption in a building. To this end, probability density functions (PDFs) of building uncertain parameters are modeled by empirical rule method and the energy usage in buildings is optimized. Energy-Plus and MATLAB softwares are respectively used to compute energy consumption in a building and to optimize energy consumption. Energy consumption of the building and the thermal comfort are considered as objective functions of the proposed multi-objective optimization problem. A 12-storey commercial building is used as a case study. The proposed probabilistic method is compared with the deterministic method to assess the proposed method, . The results show a significant difference between the deterministic and probabilistic cases. The maximum difference between the mean optimal values of variable parameters in these cases is about 34%. Finally, sensitivity of the results to the climate changes is also investigated in this paper.
 
Keyword(s): Energy Audit,Energy Efficiency in Building,Building Energy Consumption Density,Thermal Comfort
 
 
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APA: Copy

Bordbari, M., & RASTEGAR, M., & SEIFI, A. (2020). Optimization of Building Energy Consumption Considering Uncertainties. JOURNAL OF ENERGY MANAGEMENT, 10(2 ), 26-39. https://www.sid.ir/en/journal/ViewPaper.aspx?id=829952



Vancouver: Copy

Bordbari Mohamad Javad, RASTEGAR MOHAMMAD, SEIFI ALIREZA. Optimization of Building Energy Consumption Considering Uncertainties. JOURNAL OF ENERGY MANAGEMENT. 2020 [cited 2022January22];10(2 ):26-39. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=829952



IEEE: Copy

Bordbari, M., RASTEGAR, M., SEIFI, A., 2020. Optimization of Building Energy Consumption Considering Uncertainties. JOURNAL OF ENERGY MANAGEMENT, [online] 10(2 ), pp.26-39. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=829952.



 
 
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