کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6687547 501883 2015 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Benchmarking whole-building energy performance with multi-criteria technique for order preference by similarity to ideal solution using a selective objective-weighting approach
ترجمه فارسی عنوان
ارزیابی عملکرد انرژی کل ساختمان با روش چند معیاری برای ترجیح سفارش با شباهت به راه حل ایده آل با استفاده از یک روش انتخابی هدفمند وزن
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی مهندسی انرژی و فناوری های برق
چکیده انگلیسی
This paper develops a robust multi-criteria Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) based building energy efficiency benchmarking approach. The approach is explicitly selective to address multicollinearity trap due to the subjectivity in selecting energy variables by considering cost-accuracy trade-off. It objectively weights the relative importance of individual pertinent efficiency measuring criteria using either multiple linear regression or principal component analysis contingent on meta data quality. Through this approach, building energy performance is comprehensively evaluated and optimized. Simultaneously, the significant challenges associated with conventional single-criterion benchmarking models can be avoided. Together with a clustering algorithm on a three-year panel dataset, the benchmarking case of 324 single-family dwellings demonstrated an improved robustness of the presented multi-criteria benchmarking approach over the conventional single-criterion ones.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Energy - Volume 146, 15 May 2015, Pages 92-103
نویسندگان
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