Picture of two heads

Open Access research that challenges the mind...

The Strathprints institutional repository is a digital archive of University of Strathclyde research outputs. Strathprints provides access to thousands of Open Access research papers by University of Strathclyde researchers, including those from the School of Psychological Sciences & Health - but also papers by researchers based within the Faculties of Science, Engineering, Humanities & Social Sciences, and from the Strathclyde Business School.

Discover more...

Robust control of room temperature and relative humidity using advanced nonlinear inverse dynamics and evolutionary optimisation

Zaher, Obadah Samir and Counsell, John and Brindley, Joseph (2011) Robust control of room temperature and relative humidity using advanced nonlinear inverse dynamics and evolutionary optimisation. In: Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems. CIRA, Italian Aerospace Research Centre, Capua, Italy.

[img] PDF
Counsell_J_Pure_Robust_control_of_room_temperature_and_relative_humidity..._evolutionary_optimisation_Sep_2011.pdf - Preprint

Download (809kB)

Abstract

A robust controller is developed, using advanced nonlinear inverse dynamics (NID) controller design and genetic algorithm optimisation, for room temperature control. The performance is evaluated through application to a single zone dynamic building model. The proposed controller produces superior performance when compared to the NID controller optimised with a simple optimisation algorithm, and classical PID control commonly used in the buildings industry. An improved level of thermal comfort is achieved, due to fast and accurate tracking of the setpoints, and energy consumption is shown to be reduced, which in turn means carbon emissions are reduced.