کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
263363 504073 2013 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Minimizing energy consumption of an air handling unit with a computational intelligence approach
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی های تجدید پذیر، توسعه پایدار و محیط زیست
پیش نمایش صفحه اول مقاله
Minimizing energy consumption of an air handling unit with a computational intelligence approach
چکیده انگلیسی

A data-mining approach is applied to optimize the energy consumption of an air handling unit. A multi-perceptron ensemble algorithm is used to model a chiller, a pump, and the supply and return fans. A non-linear model is developed to minimize the total energy consumption of the air-handling unit while maintaining the temperature of the supply air and the static pressure in a predetermined range. A dynamic, penalty-based, electromagnetism-like algorithm is designed to solve the proposed model. In all, 200 test data points are used to validate the proposed algorithm. The computational results show that the energy consumed by the air-handling unit is reduced by almost 23%.


► Energy consumption of an air handling unit is optimized.
► A chiller, a pump, and the supply and return fans are modeled.
► A dynamic, penalty-based algorithm is designed to solve the model.
► The energy consumed by the air-handling unit was reduced by almost 23%.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy and Buildings - Volume 60, May 2013, Pages 355–363
نویسندگان
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