Concepedia

Author

Emilio T. Maddalena

École Polytechnique Fédérale de LausanneORCID

Also Known As

E. T. Maddalena, E.T. Maddalena, Emilio Maddalena, Emilio T. Maddalena, Emilio Tanowe Maddalena, Maddalena, E. T., Maddalena, Emilio T.

37

Publications

521

Citations

11

H-Index

30

Concepts

All Affiliations

École Polytechnique Fédérale de LausanneUniversidade Federal de Mato Grosso do SulUniversidade Federal de Santa Catarina
ET

About

Emilio T. Maddalena is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, electrical engineering, and systems engineering.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

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166

2

Management

2

2

67

3

Computer Engineering

2

2

29

4

Computer Science

2

2

23

5

Data Science

1

1

11

Emilio T. Maddalena

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12

Publications

303

Citations

11

H-Index

YearCitations

Scalable Bayesian optimization for model calibration: Case study on coupled building and HVAC dynamics

Ankush Chakrabarty, Emilio T. Maddalena, Hongtao Qiao,

Energy and Buildings

2021

56

A Neural Network Architecture to Learn Explicit MPC Controllers from Data

Emilio T. Maddalena, Caio Guilherme da Silva Moraes, Gierri Waltrich,

IFAC-PapersOnLine

2020

55

A Battery-Less Photovoltaic Water-Pumping System With Low Decoupling Capacitance

Emilio T. Maddalena, Caio Guilherme da Silva Moraes, Guilherme Braganca,

IEEE Transactions on Industry Applications

2019

42

Experimental data-driven model predictive control of a hospital HVAC system during regular use

Emilio T. Maddalena, Silvio A. Müller, Rafael M. dos Santos,

Energy and Buildings

2022

33

Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach

Paul Scharnhorst, Emilio T. Maddalena, Yuning Jiang,

IEEE Transactions on Automatic Control

2022

20

Discrete-time regional pole-placement using convex approximations: Theory and application to a boost converter

Viviane Louzada Wisniewski, Emilio T. Maddalena, Ruben B. Godoy

Control Engineering Practice

2019

17

Embedded PWM Predictive Control of DC-DC Power Converters Via Piecewise-Affine Neural Networks

Emilio T. Maddalena, Martin W. F. Specq, Viviane Louzada Wisniewski,

IEEE Open Journal of the Industrial Electronics Society

2021

17

On the Optimality and Convergence Properties of the Iterative Learning Model Predictive Controller

Ugo Rosolia, Yingzhao Lian, Emilio T. Maddalena,

IEEE Transactions on Automatic Control

2022

15

Lessons Learned from Data-Driven Building Control Experiments: Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement Learning

Loris Di Natale, Yingzhao Lian, Emilio T. Maddalena,

2022 IEEE 61st Conference on Decision and Control (CDC)

2022

14

A Neural Network Architecture to Learn Explicit MPC Controllers from Data

Emilio T. Maddalena, Caio Guilherme da Silva Moraes, Gierri Waltrich,

arXiv (Cornell University)

2019

12

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