1 code implementation • 19 Apr 2024 • Ozan Baris Mulayim, Edson Severnini, Mario Bergés
Lastly, it became evident that the consumption of cooling energy escalates with the increase in the number of sensors, whereas heating usage experiences fluctuations ranging from -19% to +25% This study serves as a benchmark for assessing the thermal comfort and DR services in the existing housing stock, while also highlighting the energy efficiency impacts of sensing technologies.
no code implementations • 13 Nov 2023 • Sizhe Ma, Katherine A. Flanigan, Mario Bergés
Second, we conduct a thorough literature review spanning fields to determine the ways in which these IRs and FRs are currently being used within DTs, enabling us to point to the specific areas where further research is warranted to support the progress and maturation of requirement-based PMx DTs.
1 code implementation • 23 Jul 2021 • Jingxiao Liu, Susu Xu, Mario Bergés, Hae Young Noh
Monitoring bridge health using vibrations of drive-by vehicles has various benefits, such as no need for directly installing and maintaining sensors on the bridge.
no code implementations • 5 Jun 2020 • Jingxiao Liu, Mario Bergés, Jacobo Bielak, Hae Young Noh
Specifically, we train a deep network in an adversarial way to learn features that are 1) sensitive to damage and 2) invariant to different bridges.
no code implementations • 25 May 2020 • Alan Mazankiewicz, Klemens Böhm, Mario Bergés
Previous work has addressed this challenge by personalizing general recognition models to the unique motion pattern of a new user in a static batch setting.