کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6700277 502545 2014 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Air-conditioning usage conditional probability model for residential buildings
ترجمه فارسی عنوان
مدل احتمالات شرطی تهویه مطبوع برای ساختمان های مسکونی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی های تجدید پذیر، توسعه پایدار و محیط زیست
چکیده انگلیسی
This paper presents a residential building air-conditioning usage model based on actual occupant behavior. Surveys and continuous measurements of the AC usage of more than thirty families from 8 cities in different climate zones identified different AC usage patterns. The AC usage in residential buildings was found to be related to environment triggers, event triggers, and some random factors. An action-based quantitative stochastic model was then developed to predict AC usage in which typical patterns, including those driven by environmental triggers and event triggers, that affect AC usage are described mathematically as a series of conditional probabilities. Discrete three-parameter Weibull distributions are used in some of the model functions. The model is applied to three families as case studies with quantitative descriptions of the AC usage with different patterns. The studies show that the model works well for different behavioral patterns and also different conditions in the same pattern, and that the model predictions are also quite accurate.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Building and Environment - Volume 81, November 2014, Pages 172-182
نویسندگان
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