Energy auditing;
Normalized performance indicator;
Energy conservation;
Genetic algorithm;
Optimization;
ThermaCote (R);
MODEL;
PERFORMANCE;
RETROFIT;
SYSTEM;
D O I:
10.1007/s41660-022-00273-z
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
This paper introduces shortcut and effective approaches for energy auditing and conservation for educational buildings with application to Princess Sumaya University for Technology. The building electricity is significantly covered by a photovoltaic system, which is included in the building assessments and solutions. The short and simplified computations of the Normalized Performance Indicator of the building have shown fair performance, but some conservation opportunities are still possible. Two feasible energy conservation approaches are presented; the first is by optimization of the operating times of 357 air conditioners in the building using a Genetic Algorithm optimizer. Rigorous effort was done to get an accurate relationship between the comfortable time spans and the average temperatures to ensure the users' convenience with considering their willingness to exceed the pre-selected optimized time span. Nineteen scenarios over 6 months have attained an average saving of 12.5%, which leads to a payback period of 9.27 years. The second approach is by ThermaCote (R) building insulation, which attains 38% cost savings with a combined payback period of 19.16 years, including external replacement. Although the existing photovoltaic system supplies a considerable free energy proportion and reduces the billing cost, the proposed two methods have improved the normalized performance indicator from the "fair" range in the existing situation to the "good" range.
机构:
Oak Ridge Natl Lab, Energy & Transportat Sci Div, Oak Ridge, TN 37830 USAOak Ridge Natl Lab, Energy & Transportat Sci Div, Oak Ridge, TN 37830 USA
Odukomaiya, Adewale
Abu-Heiba, Ahmad
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机构:
Oak Ridge Natl Lab, Energy & Transportat Sci Div, Oak Ridge, TN 37830 USAOak Ridge Natl Lab, Energy & Transportat Sci Div, Oak Ridge, TN 37830 USA
Abu-Heiba, Ahmad
Bekker, Bernard
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机构:
Stellenbosch Univ, Ctr Renewable & Sustainable Energy Studies, Stellenbosch, Western Cape, South AfricaOak Ridge Natl Lab, Energy & Transportat Sci Div, Oak Ridge, TN 37830 USA
机构:
Univ Nevada, Howard R Hughes Coll Engn, Las Vegas, NV 89154 USAUniv Nevada, Howard R Hughes Coll Engn, Las Vegas, NV 89154 USA
Lee, Seungtaek
Kim, Jonghoon
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机构:
Univ North Florida, Coll Comp Engn & Construct Management, Jacksonville, FL 32224 USAUniv Nevada, Howard R Hughes Coll Engn, Las Vegas, NV 89154 USA
Kim, Jonghoon
Jang, Daehee
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机构:
Korea Inst Civil Engn & Bldg Technol KICT, Goyang Si 10223, South KoreaUniv Nevada, Howard R Hughes Coll Engn, Las Vegas, NV 89154 USA