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A model-free control strategy for an experimental greenhouse with an application to fault accommodation

Authors :
Lafont, Frédéric
Balmat, Jean-François
Pessel, Nathalie
Fliess, Michel
Source :
Computers and Electronics in Agriculture, Elsevier, 2015, 110 (1), pp.139-149
Publication Year :
2014

Abstract

Writing down mathematical models of agricultural greenhouses and regulating them via advanced controllers are challenging tasks since strong perturbations, like meteorological variations, have to be taken into account. This is why we are developing here a new model-free control approach and the corresponding intelligent controllers, where the need of a good model disappears. This setting, which has been introduced quite recently and is easy to implement, is already successful in many engineering domains. Tests on a concrete greenhouse and comparisons with Boolean controllers are reported. They not only demonstrate an excellent climate control, where the reference may be modified in a straightforward way, but also an efficient fault accommodation with respect to the actuators.

Details

Database :
arXiv
Journal :
Computers and Electronics in Agriculture, Elsevier, 2015, 110 (1), pp.139-149
Publication Type :
Report
Accession number :
edsarx.1411.7169
Document Type :
Working Paper