Results 61 to 70 of about 2,883,845 (315)

Data-Driven Control and Learning Systems

IEEE Transactions on Industrial Electronics, 2017
Any industry processes, aerospace systems, transportation systems, power grid systems, etc. are becoming more and more complex. Modeling the accurate physical models for these plants using first principles may be impossible or infeasible. Even if their physical models are available, they may be too complex to be tractable for controller design, system ...
Zhongsheng Hou, Huijun Gao, Frank L. Lewis   +2 more
openaire   +1 more source

Data-driven control on encrypted data

CoRR, 2020
We provide an efficient and private solution to the problem of encryption-aware data-driven control. We investigate a Control as a Service scenario, where a client employs a specialized outsourced control solution from a service provider. The privacy-sensitive model parameters of the client's system are either not available or variable.
Andreea B. Alexandru, Anastasios Tsiamis, George J. Pappas   +2 more
openaire   +2 more sources

European Standard Clinical Practice Guideline and EXPeRT Recommendations for the Diagnosis and Management of Gastroenteropancreatic Neuroendocrine Neoplasms in Children and Adolescents

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Pediatric gastroenteropancreatic neuroendocrine neoplasms (GEP‐NENs) are extremely rare and clinically heterogeneous. Management has largely been extrapolated from adult practice. This European Standard Clinical Practice Guideline (ESCP), developed by the EXPeRT network in collaboration with adult NEN experts, provides (adult) evidence ...
Michaela Kuhlen, Calogero Virgone, Antje Redlich, Michael Abele, Ricardo Lopez‐Almaraz, Tal Ben‐Ami, Ewa Bien, Gianni Bisogno, Maja Mazic Cesen, Andrea Ferrari, Malgorzata A. Krawczyk, Yves Reguerre, Dominik T. Schneider, Ines B. Brecht, Charlotte Rigaud, Bilgehan Yalcin, Rainer Claus, Christian Vokuhl, Constantin Lapa, Jörg Fuchs, Segolene Hescot, Thomas Walter, Julien Hadoux, Daniel Orbach   +23 more
wiley   +1 more source

Data-Driven Decentralized Algorithm for Wind Farm Control with Population-Games Assistance

Energies, 2019
In wind farms, the interaction between turbines that operate close by experience some problems in terms of their power generation. Wakes caused by upstream turbines are mainly responsible of these interactions, and the phenomena involved in this case is ...
Julian Barreiro-Gomez, Carlos Ocampo-Martinez, Fernando D. Bianchi, Nicanor Quijano   +3 more
doaj   +1 more source

Direct data-driven control of linear parameter-varying systems [PDF]

, 2013
In many control applications, nonlinear plants can be modeled as linear parameter-varying (LPV) systems, by which the dynamic behavior is assumed to be linear, but also dependent on some measurable signals, e.g., operating conditions.
Roland Toth, R. Tóth, Formentin, S., Tóth, Roland, D. Piga, Toth, R.; id_orcid, Toth, R., Piga, D., Dario Piga, Formentin, Simone, Savaresi, Sergio M., Savaresi, S.M., Simone Formentin, Sergio M. Savaresi, SAVARESI, SERGIO MATTEO, Piga, Dario   +15 more
core   +1 more source

Poisoning Attacks against Data-Driven Control Methods

, 2021
This paper investigates poisoning attacks against data-driven control methods. This work is motivated by recent trends showing that, in supervised learning, slightly modifying the data in a malicious manner can drastically deteriorate the prediction ...
Proutiere, Alexandre,, Russo, Alessio,, Alexandre Proutiere, Alessio Russo   +3 more
core   +1 more source

A Matrix Finsler’s Lemma with Applications to Data-Driven Control [PDF]

, 2022
In a recent paper it was shown how a matrix S-lemma can be applied to construct controllers from noisy data. The current paper complements these results by proving a matrix version of the classical Finsler's lemma.
van Waarde, Henk, Camlibel, Kanat
core   +1 more source

Data-driven control via Petersen’s lemma

Automatica, 2022
We address the problem of designing a stabilizing closed-loop control law directly from input and state measurements collected in an open-loop experiment. In the presence of noise in data, we have that a set of dynamics could have generated the collected data and we need the designed controller to stabilize such set of data-consistent dynamics robustly.
Andrea Bisoffi, Claudio De Persis, Pietro Tesi   +2 more
openaire   +6 more sources

Health‐Related Quality of Life and Symptom Severity Among Patients With PIK3CA‐Related Overgrowth Spectrum: A Mixed‐Methods Study to Understand Real‐World Experience With Alpelisib Treatment

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background PIK3CA‐related overgrowth spectrum (PROS) includes several rare overgrowth disorders resulting from somatic gain‐of‐function mutations in PIK3CA. Despite treatment advances, including the recent approval of alpelisib for PROS in the United States, literature detailing the patient experience with PROS is limited.
Vamsi Bollu, Kaitlin LaGasse, Cory D. Saucier, Kimberly Raymond, Miranda Lauher‐Charest, Lauren Crowder, Beilei Cai, Mary Lisha Paul, Denise Adams   +8 more
wiley   +1 more source

Online Convex Optimization for Data-Driven Control of Dynamical Systems

IEEE Open Journal of Control Systems, 2022
We propose an algorithm based on online convex optimization for controlling discrete-time linear dynamical systems. The algorithm is data-driven, i.e., does not require a model of the system, and is able to handle a priori unknown and time-varying cost ...
Marko Nonhoff, M. A. Muller
doaj   +1 more source