Application of ANN for temperature forecasting to realize energy savings in HVAC load

Kamath, Vijendra M and Bachaspati, Ashista and Shailesh, K R and Tanuja , S (2012) Application of ANN for temperature forecasting to realize energy savings in HVAC load. In: National Conference on Recent Advancements in Engineering (NCRAE12), 22-23 June 2012, Kolhapur.

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Abstract

Training the artificial neural network (ANN) by analyzing weather data of 2 years (2009 and 2010) for the city Bangalore, it can predict weather data of the next year (2011). By taking the Base temperature of Bangalore as reference (say 24°C), we can predict the energy consumption by air conditioning load for a particular room located in Bangalore and comment on how energy conservation /saving measures is achieved

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: ANN, Temperature Forecasting, HVAC, Energy Saving
Subjects: Engineering > MIT Manipal > Computer Science and Engineering
Engineering > MIT Manipal > Electrical and Electronics
Depositing User: Users 24 not found.
Date Deposited: 20 Feb 2013 10:07
Last Modified: 20 Feb 2013 10:07
URI: http://eprints.manipal.edu/id/eprint/1467

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