Replacing Setpoint Control with Machine Learning : Model Predictive Control Using Artificial Neural Networks

Replacing Setpoint Control with Machine Learning : Model Predictive Control Using Artificial Neural Networks

Indoor climate control is responsible for a substantial amount of the world's total energy expenditure. In a time of climate crisis where a reduction of energy consumption is crucial to avoid climate disaster, indoor climate control is a ripe target for eliminating energy waste. The conventiona...

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Bibliographic Details
Main Authors: Dahlberg, Emil, Mineur, Mattias, Shoravi, Linus, Swartling, Holger
Format: Others
Language:English
Published: Uppsala universitet, Institutionen för informationsteknologi 2020
Subjects:
model predictive control
MPC
artificial neural network
ANN
machine learning
heating
indoor climate
climate control
HVAC
setpoint curve
maskininlärning
inomhusklimat
börvärdeskurva
artificiella neurala nätverk
Engineering and Technology
Teknik och teknologier
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-413003

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http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-413003

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