Ing. Chiara Brighenti

FORMER IIT MEMBER

Current position:

Research Area:

Intelligent Systems

Membership dates:

09/sep/2009 - 07/abr/2011

IEEE:

37398660600

Journal Publications

C. Brighenti, A. Brighenti, J. Biancat, M.A. Sanz-Bobi, "Knowledge extraction", LNG Industry, Vol. 11, nº. 1, pp. 67 - 70, January 2015.
C. Brighenti, M.A. Sanz-Bobi, "Auto-regressive processes explained by self-organized maps: application to the detection of abnormal behavior in industrial processes", IEEE Transactions on Neural Networks, Vol. 22, nº. 12, pp. 2078 - 2090, December 2011. [Online: October 2011] doi: 10.1109/TNN.2011.2169810
JCR-JIF: 2,952 (2011);

show 2 journal publications

Projects

Project AIRE: Incident analysis for the improvement of maintenance of network equipment and protections. Preliminary phase. Carried out for Iberdrola. Oct/2009-Sep/2011
Design of the active components of distribution power transformers of very low power losses and modelling of short circuit conditions. Carried out for COTRADIS. Dec/2007-Dec/2009

show 2 projects

Conference Papers

P. Calvo-Báscones, M.A. Sanz-Bobi, C. Brighenti, M. Ricatto, "A machine learning method applied to the evaluation of the condition in a fleet of similar vehicles", presented at European Safety and Reliability Conference and Probabilistic Safety Assessment and Management Conference - ESREL 2020 / PSAM 15, Venice, Italy, 01-05 November 2020. In: ESREL 2020 PSAM 15: Conference proceedings, pp. 3493-3500
C. Brighenti, M.A. Sanz-Bobi, "Machine learning methods for detecting anomalies in a power transformer by monitoring its hot-spot temperature", presented at 4th International Conference on Power Engineering, Energy and Electrical Drives - POWERENG 2013, Istanbul, Turkey, 13-17 May 2013. In: POWERENG 2013: Proceedings of the 4th International Conference on Power Engineering, Energy and Electrical Drives, pp. 528-533, doi: 10.1109/PowerEng.2013.6635664
M.A. Sanz-Bobi, R.J. Andrade Vieira, C. Brighenti, R. Palacios, G. Nicolau, P. Ferrarons, P. Vieira Junior, "Component stress evaluation in an electrical power distribution system using neural networks", presented at 23rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems - IEA/AIE 2010, Córdoba, Spain, 01-04 June 2010. In: Trends in Applied Intelligent Systems: Proceedings of the 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems - IEA/AIE 2010, vol. Part III, pp. 21-30, doi: 10.1007/978-3-642-13033-5_3

show 3 conference papers

Ing. Chiara Brighenti

Journal Publications

C. Brighenti, A. Brighenti, J. Biancat, M.A. Sanz-Bobi, "Knowledge extraction", LNG Industry, Vol. 11, nº. 1, pp. 67 - 70, January 2015.

Projects

Project AIRE: Incident analysis for the improvement of maintenance of network equipment and protections. Preliminary phase. Carried out for Iberdrola. Oct/2009-Sep/2011

Design of the active components of distribution power transformers of very low power losses and modelling of short circuit conditions. Carried out for COTRADIS. Dec/2007-Dec/2009

Conference Papers