National finansed by the National Science Centre, Poland
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2011-2014
Predictive fault tolerant control of nonlinear processes
Breast cancer diagnosis based on microscopic images of material acquired with nonaspiration fine needle biopsy (main researcher)
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National finansed by the Ministry of Science and Higher Education
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2007-2010
Fault tolerant control of nonlinear systems
2003-2006
Modelling and identification of non-linear dynamic systems in robust diagnosis systems
2002-2004
Lubuskie regional innovation strategy, RIS-Lubuskie, (co-financed by the Marshal Office of the Lubuskie Province)
2002-2003
Optimization of neuro-fuzzy network structures in diagnostic applications (doctoral student: Marek Kowal)
2002-2003
Neural network based modelling of non-linear systems in fault detection schemes (doctoral student: Marcin Mrugalski)
2001-2002
Identification and fault detection of non-linear dynamic systems (doctoral student: Marcin Witczak)
2000-2001
Ensembles of neural networks in processes diagnosis: faults classification (doctoral student: Andrzej Marciniak)
1995-1998
Neural networks methods in signal processing and the diagnostics of technical systems
1993-1995
Expert systems in the diagnostics of technical systems
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International projects financed by the European Commission
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2000-2004
5th Framework Programme, Research Training Network: Development and Application of Methods for Actuator Diagnosis in Industrial Control Systems, DAMADICS
1997-1999
4th Framework Programme, INCO-Copernicus: Integration of Quantitative and Qualitative Fault Diagnosis Methods within the Framework of Industrial Application, IQ2FD
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French-Polish Programme POLONIUM
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1997-1998
Modelling and control of distributed parameter systems
Partner: University of Perpingan
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