logo-polimi
Loading...
Degree programme
Programme Structure
Show/Search Programme
Degree Programme
International context
Customized Schedule
Your customized time schedule has been disabled
Enable
Search
Search a Professor
Professor's activities
Search a Course
Search a Course (system prior D.M. n. 509)
Search Lessons taught in English
Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorGaratti Simone
QualificationAssociate professor full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorING-INF/04 - Systems And Control Engineering
Curriculum VitaeDownload CV (455.42Kb - 18/01/2022)
OrcIDhttps://orcid.org/0000-0002-5451-6892

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Dipartimento di Elettronica ed Informazione--------3650--PER APPUNTAMENTO
E-mailsimone.garatti@polimi.it
Professor's personal websitehttp://home.dei.polimi.it/sgaratti/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Risk and complexity in scenario optimization (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
Deep learning for fault detection in transformers using vibration data (Show >>)
New results on resource sharing problems with random agent arrivals and an application to economic dispatch in power systems (Show >>)
On the consistency of the risk evaluation in the scenario approach (Show >>)
The risk of making decisions from data through the lens of the scenario approach (Show >>)
Journal Articles
A theory of the risk for optimization with relaxation and its application to support vector machines (Show >>)
The scenario approach: A tool at the service of data-driven decision making (Show >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Machine Learning approach to fault detection in transformers by using vibration data (Show >>)
A scenario-based approach to multi-agent optimization with distributed information (Show >>)
A study on majority-voting classifiers with guarantees on the probability of error (Show >>)
An incremental scenario approach for building energy management with uncertain occupancy (Show >>)
Scenario optimization with relaxation: A new tool for design and application to machine learning problems (Show >>)
Journal Articles
A randomized relaxation method to ensure feasibility in stochastic control of linear systems subject to state and input constraints (Show >>)
Distributed optimization for structured programs and its application to energy management in a building district (Show >>)


List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Scenario Optimization for MPC (Show >>)
Conference proceedings
Complexity-based modulation of the data-set in scenario optimization (Show >>)
Diagnosis of transformers based on vibration data (Show >>)
Learning for Control: a Bayesian Scenario Approach (Show >>)
Journal Articles
4-D Flight Trajectory Tracking: A Receding Horizon Approach Integrating Feedback Linearization and Scenario Optimization (Show >>)
On a class of interval predictor models with universal reliability (Show >>)
Optimal disturbance compensation for constrained linear systems operating in stationary conditions: A scenario-based approach (Show >>)
Scenario-based Economic Dispatch with Tunable Risk Levels in High-renewable Power Systems (Show >>)
Scenario-based Economic Dispatch with Uncertain Demand Response (Show >>)
The wait-and-judge scenario approach applied to antenna array design (Show >>)


List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Scientific Books
Introduction to the Scenario Approach (Show >>)
Journal Articles
A general scenario theory for non-convex optimization and decision making (Show >>)
Analysis of the Kobe earthquake time series via system identification and fault-detection techniques (Show >>)
Distributed constrained optimization and consensus in uncertain networks via proximal minimization (Show >>)
Finite time distributed averaging over gossip-constrained ring networks (Show >>)
Robust direct data-driven controller tuning with an application to vehicle stability control (Show >>)
Wait-and-judge scenario optimization (Show >>)
manifesti v. 3.4.28 / 3.4.28
Area Servizi ICT
16/08/2022