Search Results for author: Marco Molinari

Found 4 papers, 1 papers with code

Social interactions for a sustainable lifestyle: The design of an experimental case study

no code implementations20 Sep 2023 Angela Fontan, Mahsa Farjadnia, Joe Llewellyn, Cecilia Katzeff, Marco Molinari, Vladimir Cvetkovic, Karl Henrik Johansson

Every day we face numerous lifestyle decisions, some dictated by habits and some more conscious, which may or may not promote sustainable living.

What influences occupants' behavior in residential buildings: An experimental study on window operation in the KTH Live-In Lab

no code implementations16 Jul 2023 Mahsa Farjadnia, Angela Fontan, Alessio Russo, Karl Henrik Johansson, Marco Molinari

Window-opening and window-closing behaviors play an important role in indoor environmental conditions and therefore have an impact on building energy efficiency.

Robust Data-Driven Predictive Control of Unknown Nonlinear Systems using Reachability Analysis

1 code implementation10 Nov 2022 Mahsa Farjadnia, Amr Alanwar, Muhammad Umar B. Niazi, Marco Molinari, Karl Henrik Johansson

By using the past noisy input-output data in the learning phase, we propose a novel method to over-approximate reachable sets of an unknown nonlinear system.

Data-Driven Control and Data-Poisoning attacks in Buildings: the KTH Live-In Lab case study

no code implementations10 Mar 2021 Alessio Russo, Marco Molinari, Alexandre Proutiere

This work investigates the feasibility of using input-output data-driven control techniques for building control and their susceptibility to data-poisoning techniques.

Data Poisoning

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