3 citations · 6 across the 7 of their papers we have counts for
7 papers
What influences occupants' behavior in residential buildings: An experimental study on window operation in the KTH Live-In Lab
Mahsa Farjadnia, Angela Fontan, Alessio Russo +2
Window-opening and window-closing behaviors play an important role in indoor environmental conditions and therefore have an impact on building energy efficiency. On the other hand,…
Robust Data-Driven Predictive Control of Unknown Nonlinear Systems using Reachability Analysis
Mahsa Farjadnia, Amr Alanwar, Muhammad Umar B. Niazi +2
This work proposes a robust data-driven predictive control approach for unknown nonlinear systems in the presence of bounded process and measurement noise. Data-driven reachable se…
Data-Driven Control and Data-Poisoning attacks in Buildings: the KTH Live-In Lab case study
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. The analysis…
Maximizing Privacy in MIMO Cyber-Physical Systems Using the Chapman-Robbins Bound
Rijad Alisic, Marco Molinari, Philip E. Paré +1
Privacy breaches of cyber-physical systems could expose vulnerabilities to an adversary. Here, privacy leaks of step inputs to linear-time-invariant systems are mitigated through a…
Bounding Privacy Leakage in Smart Buildings
Rijad Alisic, Marco Molinari, Philip E. Paré +1
Smart building management systems rely on sensors to optimize the operation of buildings. If an unauthorized user gains access to these sensors, a privacy leak may occur. This pape…
On the modeling of neural cognition for social network applications
Jieqiang Wei, Junfeng Wu, Marco Molinari +2
In this paper, we study neural cognition in social network. A stochastic model is introduced and shown to incorporate two well-known models in Pavlovian conditioning and social net…
A benchmark for data-based office modeling: challenges related to CO dynamics
Riccardo Sven Risuleo, Marco Molinari, Giulio Bottegal +2
This paper describes a benchmark consisting of a set of synthetic measurements relative to an office environment simulated with the software IDA-ICE. The simulated environment repr…