Latest:
Marzia Cescon, Rolf Johansson, Eric Renard: "Predicting Glycemia in Type 1 Diabetes Mellitus with Subspace-based Linear Multi-step Predictors". Available upon request.
Marzia Cescon, Rolf Johansson, Eric Renard: "Subspace-based Linear Multi-step Predictors in Type 1 Diabetes Mellitus". Biomedical Signal Processing and Control, Elsevier. In press.
Marzia Cescon and Rolf Johansson: " Subspace-based multi-step predictors for predictive control". In Control-oriented modeling and identification: theory and practice. Marco Lovera (Ed). The institution of engineering and technology (IET). Submitted.
Publications:
Marzia Cescon, Rolf Johansson, Eric Renard, Alberto Maran: "Identification of individualised empirical models of carbohydrate and insulin effects on T1DM blood glucose dynamics". International Journal of Control, 87:7, pp. 1438–1453,2014.
Marzia Cescon: Modeling and Prediction in Diabetes Physiology. PhD Thesis ISRN LUTFD2/TFRT--1099--SE, Department of Automatic Control, Lund University, Sweden, November 2013.
Marzia Cescon, Rolf Johansson: "Meal and insulin effects on blood glucose dynamic modeling". In Diabetes Technology Meeting 2013, San Francisco, USA, October 2013.
Marzia Cescon, Meike Stemmann, Rolf Johansson: "Impulsive Predictive Control of T1DM Glycemia: an In-Silico Study". In 2012 ASME Dynamic Systems and Control Conference, Fort Lauderdale, FL, USA, October 2013.
Rolf Johansson, Marzia Cescon, Fredrik Ståhl: "Continuous-time model identification using non-uniformly sampled data". In IEEE AFRICON 2013 Conference, Mauritius, September 2013.
Marzia Cescon, Rolf Johansson, Eric Renard: "Low-complexity MISO models of T1DM glucose metabolism". In Asian Control Conference (ASCC2013), Istanbul, Turkey, June 2013.
Marzia Cescon, Rolf Johansson, Eric Renard: "Individualized empirical models of carbohydrate and insulin effects on T1DM blood glucose dynamics". In 2013 IEEE Multi-Conference on Systems and Control, Hyderabad, India , 2013.
Marzia Cescon, Rolf Johansson, Eric Renard, Jerome Place: "Modeling the impact of a standardized breakfast on T1DM fasting blood glucose". In 12th Annual Diabetes Technology Meeting, Bethesda, MD, USA, November 2012.
Marzia Cescon, Meike Stemmann, Rolf Johansson: "Impulsive Predictive Control of T1DM Glycemia: an In-Silico Study". In Reglermöte 2012, Uppsala, Sweden, June 2012.
Marzia Cescon, Rolf Johansson, Eric Renard: "Personalized short-term blood glucose prediction in T1DM". In 5th International Conference on Advanced Technologies and Treatments for Diabetes, Barcelona, Spain, February 2012.
Marzia Cescon, Rolf Johansson: "Patient-specific Glucose Metabolism Models for Model Predictive Control of T1DM Glycemia". In 5th International Conference on Advanced Technologies and Treatments for Diabetes, Barcelona, Spain, January 2012.
Marzia Cescon, Eric Renard: "Adaptive Subspace-based prediction of T1DM glycemia". In 50th IEEE Conference on Decision and Control and European Control Conference, Orlando, Florida, USA, December 2011.
Marzia Cescon, Rolf Johansson: "On Data-driven Multistep Subspace-based Linear Predictors". In 18th IFAC World Congress, Milano, Italy, August 2011.
Marzia Cescon: "Linear Modeling and Prediction in Diabetes Physiology". Licentiate Thesis ISRN LUTFD2/TFRT--3250--SE, 3250, Department of Automatic Control, Lund University, Sweden, June 2011.
Marzia Cescon, Rolf Johansson: "Multi-step-ahead Multivariate Predictors: A Comparative Analysis". In 49th IEEE Conference on Decision and Control, Atlanta, Georgia, USA, December 2010.
Marzia Cescon, Rolf Johansson: "Glycemic Trend Prediction Using Empirical Model Identification". In Proc. Joint 48th IEEE Conference on Decision and Control & Chinese Control Conference (CDC2009 & CCC 2009), Shanghai, China, December 16-18, 2009, pp. 3501-3506 , December 2009.
Fredrik Ståhl, Marzia Cescon, Rolf Johansson, Eric Renard: "Infinite Horizon Prediction of Post Prandial Breakfast Glucose Excursion". In Diabetes Technology Meeting 2009, San Francisco, November 2009.
Marzia Cescon, Isolde Dressler, Rolf Johansson, Anders Robertsson: "Subspace-based Identification of Compliance Dynamics of Parallel Kinematic Manipulator". In IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Singapore, July 2009.
Marzia Cescon, Fredrik Ståhl, Rolf Johansson: "Subspace-Based Model Identification of Diabetic Blood Glucose Dynamics". In Proc. 15th IFAC Symposium on System Identification, July 6 - 8, 2009, Saint-Malo, France, July 2009.
Marzia Cescon, Fredrik Ståhl, Mona Landin-Olsson, Rolf Johansson: "Short-Term Diabetes Blood Glucose Prediction Based On Blood Glucose Measurements". In 2nd Int. Conference on Advanced Technologies and Treatments for Diabetes 2009, Athens, Greece, February 2009.
Marzia Cescon: "Subspace-based Identification of a Parallel Kinematic Manipulator Dynamics". Master's Thesis ISRN LUTFD2/TFRT--5814--SE, Department of Automatic Control, Lund University, Sweden, May 2008.
Teaching:
FRT010 Automatic Control FRT010China-2012
FRTN15 Predictive Control
FRT041 System Identification
FRT130 Control Theory