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Development of Regression Models considering Time-Lag and Aerosols for Predicting Heating Loads in Buildings
المؤلفون المشاركون
المصدر
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-19، 19ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-02-01
دولة النشر
مصر
عدد الصفحات
19
التخصصات الرئيسية
الملخص EN
Building automation systems is becoming more vital, especially in regard to reduced building energy consumption.
However, the accuracy of such systems in calculating building thermal loads is limited as they are unable to predict future thermal loads based on prevailing environmental factors.
The current paper therefore seeks to improve the understanding of the interactions between outdoor meteorological data and building energy consumption through a statistical analysis.
Using weather data collected by the Korean Meteorological Agency (KMA) over a period of three years (2011–2014), prediction models that are able to predict heating thermal loads considering the time-lag phenomenon are developed.
In addition, the study develops different prediction models for buildings of different sizes.
The results confirm the existence of the time-lag phenomenon: the heating load experienced by a building at a given time is better explained by a regression model developed using the climatic conditions that existed two hours before.
As such, conventional building simulation programs must endeavor to include time-lag as well as Aerosol Optical Depth (AOD) data as important factors in the prediction of building heating loads.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Lim, Hong Soo& Kim, Gon. 2018. Development of Regression Models considering Time-Lag and Aerosols for Predicting Heating Loads in Buildings. Advances in Civil Engineering،Vol. 2018, no. 2018, pp.1-19.
https://search.emarefa.net/detail/BIM-1116084
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Lim, Hong Soo& Kim, Gon. Development of Regression Models considering Time-Lag and Aerosols for Predicting Heating Loads in Buildings. Advances in Civil Engineering No. 2018 (2018), pp.1-19.
https://search.emarefa.net/detail/BIM-1116084
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Lim, Hong Soo& Kim, Gon. Development of Regression Models considering Time-Lag and Aerosols for Predicting Heating Loads in Buildings. Advances in Civil Engineering. 2018. Vol. 2018, no. 2018, pp.1-19.
https://search.emarefa.net/detail/BIM-1116084
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1116084
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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