Observer based Model Identification of Heat Pumps in a Smart Grid

Palle Andersen; Tom S. Pedersen; Kirsten M. Nielsen

doi:10.1109/CCA.2012.6402428

Observer based Model Identification of Heat Pumps in a Smart Grid

Authors:

Andersen, Palle ;
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0000-0002-9875-987X
Automation & Control, Department of Electronic Systems, The Technical Faculty of IT and Design, Aalborg University
Pedersen, Tom S. ;
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0000-0003-2978-2635
Automation & Control, Department of Electronic Systems, The Technical Faculty of IT and Design, Aalborg University
Nielsen, Kirsten M.
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0000-0002-2552-1764
Automation & Control, Department of Electronic Systems, The Technical Faculty of IT and Design, Aalborg University

DOI:

10.1109/CCA.2012.6402428

Abstract:

The extensive growth of installed wind energy plants in Denmark leads to increasing balancing problems in the power grid due to the nature of wind ﬁelds and variations in consumption. One way to overcome these problems is to move consumption to times where wind power otherwise cause overproduction. A part of a solution can be to take advantage of ﬂoor heat capacity in single-family houses using heat pumps.This large heat capacity makes it possible to move consumption without compromising the comfort of house residents. In a Danish research project a virtual power plant using centralized control of a large number of houses with heat pumps is established. In order to make the control algorithm a vital part is a dynamic model of each house. The model predicts the house indoor temperature when heat pump power and outdoor temperature is known. The model must be able to describe a large variety of heat pumps and houses. In the paper a house model and a method to identify the model is presented. The Kalman observer models are optimized using measurements from real houses.

ISBN:

9781467345040, 9781467345033

Type:

Conference paper

Language:

English

Published in:

Proceedings of the Ieee Conference on Control Applications, 2012, p. 569-574

Main Research Area:

Science/technology

Publication Status:

Published

Series:

I E E E International Conference on Control Applications. Proceedings

Review type:

Peer Review

Conference:

2012 IEEE Multi-conference on Systems and Control, 2012

Submission year:

2012

Scientific Level:

Scientific

ID:

234690714

Observer based Model Identification of Heat Pumps in a Smart Grid

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