کد مقاله کد نشریه سال انتشار مقاله انگلیسی ترجمه فارسی نسخه تمام متن
4662892 1345204 2016 12 صفحه PDF ندارد دانلود رایگان
عنوان انگلیسی مقاله
An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger
ترجمه فارسی عنوان
یک سیستم تشخیص گسل هوشمند برای نصب و راه اندازی پمپ حرارتی بر اساس یک مبدل حرارتی زمین گرمایی
کلمات کلیدی
مبدل حرارتی؛ پمپ حرارتی؛ مبدل‌های زمین گرمایی
MLP; J48; FLDA; Heat exchanger; Heat pump; Geothermal exchanger
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات منطق ریاضی
چکیده انگلیسی

The heat pump with geothermal exchanger is one of the best methods to heat up a building. The heat exchanger is an element with high probability of failure due to the fact that it is an outside construction and also due to its size. In the present study, a novel intelligent system was designed to detect faults on this type of heating equipment. The novel approach has been successfully empirically tested under a real dataset obtained during measurements of one year. It was based on classification techniques with the aim of detecting failures in real time. Then, the model was validated and verified over the building; it obtained good results in all the operating conditions ranges.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Applied Logic - Volume 17, September 2016, Pages 36–47
نویسندگان
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