Occupant-oriented economic model predictive control for demand response in buildings

M Frahm, P Zwickel, J Wachter, F Langner… - Proceedings of the …, 2022 - dl.acm.org
The present paper develops an Economic Model Predictive Control (EMPC) framework to
provide Demand-Response (DR) for supporting the power grid stability while also …

Exploring the potentials and challenges of cyber-physical-social infrastructure systems for achieving human-centered objectives

M Doctorarastoo, K Flanigan, M Bergés… - Proceedings of the 10th …, 2023 - dl.acm.org
For decades, cyber-physical systems (CPSs) have transformed the design and management
of infrastructure systems, improving their performance through the combination of sensing …

Modeling human behavior in cyber-physical-social infrastructure systems

M Doctorarastoo, K Flanigan, M Bergés… - Proceedings of the 10th …, 2023 - dl.acm.org
The concept of cyber-physical-social infrastructure systems (CPSISs) has been introduced to
offer a paradigm shift necessary for including human-centered, or “social,” objectives in …

How low can you go? performance trade-offs in low-resolution thermal sensors for occupancy detection: A systematic evaluation

M Rinta-Homi, NH Motlagh, A Zuniga, H Flores… - Proceedings of the …, 2021 - dl.acm.org
We contribute by systematically analysing the performance trade-offs, costs (privacy loss
and deployment cost) and limits of low-resolution thermal array sensors for occupancy …

Modeling and simulating thermostat behaviors of office occupants: are values more important than comfort?

P Dongre, D Gračanin, S Mohan, S Mostafavi… - Proceedings of the 9th …, 2022 - dl.acm.org
Existing literature postulates thermal behaviors primarily to be a consequence of thermal
discomfort. However, some thermal behaviors, such as changing the thermostat settings in …

Mobility Data Science: Perspectives and Challenges

M Mokbel, M Sakr, L **ong, A Züfle, J Almeida… - ACM Transactions on …, 2024 - dl.acm.org
Mobility data captures the locations of moving objects such as humans, animals, and cars.
With the availability of GPS-equipped mobile devices and other inexpensive location …

[PDF][PDF] Fusing Pre-existing Knowledge and Machine Learning for Enhanced Building Thermal Modeling and Control

L Di Natale - 2024 - infoscience.epfl.ch
Buildings play a pivotal role in the ongoing worldwide energy transition, accounting for 30%
of the global energy consumption. With traditional engineering solutions reaching their limits …

Advancing the Development and Utilization of Data Infrastructure for Smart Homes

SMH Anik - 2024 - vtechworks.lib.vt.edu
The smart home era is inevitably arising towards our everyday life. However, the scarcity of
publicly available data remains a major hurdle in the domain, limiting people's capability of …

Adaptive Charging and Discharging Strategies for Smart Grid Energy Storage Systems

A Dudko, T Endrjukaite - Information Modelling and Knowledge …, 2024 - ebooks.iospress.nl
The current state of energy generation and consumption in the world, where many countries
rely on fossil fuels to meet their energy demands, poses significant challenges in terms of …

Study on Window Opening Behavior of a Maternity Hospital in Bei**g During the Spring

H Yu, Z Jia, S Pan, Y Liu, M Qin, L Chang, T Cui… - Available at SSRN … - papers.ssrn.com
The window opening behavior of various building types has been investigated. As a hospital
with stricter environmental criteria, however, the research is still insufficient. Therefore, this …