Gabriele Pannocchia

University of Pisa — Italy

Engineering · Physical Sciences

27h-index3.3kcitations188works0.62yr avg
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Research Topics

Advanced Control Systems Optimization(123), Fault Detection and Control Systems(95), Control Systems and Identification(42), Process Optimization and Integration(30), Iterative Learning Control Systems(10)

Publications188 total

Data-driven models for a salt production process towards an Industry 4.0 evolution
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Experimental Validation of Deep Koopman MPC for Real-Time Pasteurization Unit Control
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Experimental Validation of Deep Koopman MPC for Real-Time Pasteurization Unit Control
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Soft-Sensor-Enhanced Monitoring of an Alkylation Unit via Multi-Fidelity Model Correction
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Soft-Sensor-Enhanced Monitoring of an Alkylation Unit via Multi-Fidelity Model Correction
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Experimental validation of deep Koopman MPC for real-time pasteurization unit control
Control Engineering Practice·2025Open Access
Offset-Free Model Predictive Control of the Van De Vusse Reaction
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Offset-Free Model Predictive Control of the Van De Vusse Reaction
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Soft-Sensor-Enhanced Monitoring of an Alkylation Unit via Multi-Fidelity Model Correction
Systems and Control Transactions·2025Open Access
Improving Process Monitoring via Dynamic Multi-Fidelity Modeling
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Improving Process Monitoring via Dynamic Multi-Fidelity Modeling
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Improving Process Monitoring via Dynamic Multi-Fidelity Modeling
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Improving Process Monitoring via Dynamic Multi-Fidelity Modeling
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Offset-Free Model Predictive Control of the Van De Vusse Reaction
2025Open Access
Recurrent Neural Network-Based NMPC for Nonlinear Processes
2025Open Access
Thermal Stress Control of a Two-Stage Steam Turbine System via Efficient NMPC Strategies
2025Open Access
Multi-fidelity Modeling for Process Optimization in Refinery Operations
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
An Integrated AI and Model-Based Approach for Railway Cyber-Physical Systems
2025· 1 cited
Integrated Testing of Model Predictive Control on Industrial PLC
2025Open Access
Improving Process Monitoring via Dynamic Multi-Fidelity Modeling
IFAC-PapersOnLine·2025· 1 citedOpen Access
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Frequent Co-authors

James B. Rawlings(11), Marco Vaccari(11), Stephen J. Wright(7), Riccardo Bacci di Capaci(7), Leonardo Tognotti(5), Brett T. Stewart(2), Marco Gabiccini(2), Alessio Artoni(2), Eric C. Kerrigan(2), Maurizia Seggiani(2), D.Q. Mayne(2), Claudio Scali(2), Michael Jost(2), Martin Mönnigmann(2), Giulio M. Mancuso(2), Matteo Razzanelli(2), Marco Paci(2), Aswin N. Venkat(1), Alberto Bemporad(1), Monica Puccini(1)