کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
264637 504107 2011 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A new approach to energy consumption prediction of domestic heat pump water heater based on grey system theory
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی های تجدید پذیر، توسعه پایدار و محیط زیست
پیش نمایش صفحه اول مقاله
A new approach to energy consumption prediction of domestic heat pump water heater based on grey system theory
چکیده انگلیسی

This paper presented a new approach to energy consumption prediction from a domestic air source heat pump water heater (ASHPWH) based on grey system theory. An improved GM (1, 1) (i.e. a single-variable first-order grey model) applied in domestic hot water system was developed and its prediction accuracy was tested. Comparison of the measured and predicted values of heat from hot water and electricity consumed by the ASHPWH for two typical families (with 4 members and 2 members) were done. Results showed that, the prediction accuracy of the improved GM (1, 1) increased with increase in the data sample interval. The data sample interval of four weeks produced the best prediction accuracy. Based on the improved GM (1, 1) and weather data of Shanghai, the electricity cost saving, the monthly average heat and electricity consumption and the annual carbon emission reduction related to the use of the ASHPWH for the two typical families were evaluated and compared with those of the conventional electric resistance water heater.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy and Buildings - Volume 43, Issue 6, June 2011, Pages 1273–1279
نویسندگان
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