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Controlling building electric loads could alleviate the increasing grid strain caused by the adoption of renewables and electrification. However, current approaches that automatically setback thermostats on the hottest day compromise their…

计算机与社会 · 计算机科学 2025-02-14 SungKu Kang , Kunind Sharma , Maharshi Pathak , Emily Casavant , Katherine Bassett , Misha Pavel , David Fannon , Michael Kane

Building occupant behavior drives significant differences in building energy use, even in automated buildings. Users' distrust in the automation causes them to override settings. This results in responses that fail to satisfy both the…

系统与控制 · 电气工程与系统科学 2019-12-17 Michael B. Kane , Kunind Sharma

Residential consumers can use the demand response program (DRP) if they can utilize the home energy management system (HEMS), which reduces consumer costs by automatically adjusting air conditioning (AC) setpoints and shifting some…

系统与控制 · 电气工程与系统科学 2023-05-16 Reza Nematirad , M. M. Ardehali , Amir Khorsandi

Different factors such as thermal comfort, humidity, air quality, and noise have significant combined effects on the acceptability and quality of the activities performed by the building occupants who spend most of their times indoors.…

In single-zone multi-node systems (SZMRSs), temperature controls rely on a single probe near the thermostat, resulting in temperature discrepancies that cause thermal discomfort and energy waste. Augmenting smart thermostats (STs) with…

信号处理 · 电气工程与系统科学 2024-11-11 Ozan Baris Mulayim , Edson Severnini , Mario Bergés

We present results from a set of experiments in this pilot study to investigate the causal influence of user activity on various environmental parameters monitored by occupant carried multi-purpose sensors. Hypotheses with respect to each…

人机交互 · 计算机科学 2016-11-17 Ming Jin , Han Zou , Kevin Weekly , Ruoxi Jia , Alexandre M. Bayen , Costas J. Spanos

A challenge in using robots in human-inhabited environments is to design behavior that is engaging, yet robust to the perturbations induced by human interaction. Our idea is to imbue the robot with intrinsic motivation (IM) so that it can…

机器人学 · 计算机科学 2022-03-03 Marcus M. Scheunemann , Christoph Salge , Daniel Polani , Kerstin Dautenhahn

The empirical evidence suggests that key accumulation decisions and risky choices associated with economic development depend, at least in part, on economic preferences such as willingness to take risk and patience. This paper studies…

综合经济学 · 经济学 2022-08-30 Michelle Escobar Carias , David Johnston , Rachel Knott , Rohan Sweeney

Given the widespread attention to individual thermal comfort, coupled with significant energy-saving potential inherent in energy management systems for optimizing indoor environments, this paper aims to introduce advanced…

系统与控制 · 电气工程与系统科学 2024-03-13 Jiali Wang , Yang Tang , Luca Schenato

Thermal comfort is a personal assessment of one's satisfaction with the surroundings. Yet, most thermal comfort delivery mechanisms preclude physiological and psychological precursors to thermal comfort. Accordingly, many people feel either…

其他定量生物学 · 定量生物学 2020-02-19 Kizito Nkurikiyeyezu , Yuta Suzuki , Yoshito Tobe , Guillaume Lopez , Kiyoshi Itao

As mobile health (mHealth) studies become increasingly productive due to the advancements in wearable and mobile sensor technology, our ability to monitor and model human behavior will be constrained by participant receptivity. The reliance…

人机交互 · 计算机科学 2023-11-27 Zachary D King , Han Yu , Thomas Vaessen , Iniz Myin-Germeys , Akane Sano

Thermal comfort is an assessment of one's satisfaction with the surroundings; yet, most mechanisms that are used to provide thermal comfort are based on approaches that preclude physiological, psychological, and personal psychophysics that…

信号处理 · 电气工程与系统科学 2020-05-22 Kizito Nkurikiyeyezu , Yuta Suzuki , Guillaume Lopez

Home Energy Management Systems (HEMS) have emerged as a pivotal tool in the smart home ecosystem, aiming to enhance energy efficiency, reduce costs, and improve user comfort. By enabling intelligent control and optimization of household…

机器学习 · 计算机科学 2025-05-05 Mohammed Sumayli , Olugbenga Moses Anubi

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, the same environmental conditions drive occupants to…

系统与控制 · 电气工程与系统科学 2023-07-18 Mahsa Farjadnia , Angela Fontan , Alessio Russo , Karl Henrik Johansson , Marco Molinari

We aim to investigate the potential impacts of smart homes on human behavior. To this end, we simulate a series of human models capable of performing various activities inside a reinforcement learning-based smart home. We then investigate…

人工智能 · 计算机科学 2021-11-23 Shashi Suman , Ali Etemad , Francois Rivest

In this paper, we propose and study the effectiveness of customer engagement plans that clearly specify the amount of intervention in customer's load settings by the grid operator for peak load reduction. We suggest two different types of…

系统与控制 · 计算机科学 2015-02-16 Naveed Ul Hassan , Yawar Ismail Khalid , Chau Yuen , Wayes Tushar

Industrial and residential activities respond distinctly to electricity demand on temperature. Due to increasing temperature trend on account of global warming, its impact on peak electricity demand is a proxy for effective management of…

应用统计 · 统计学 2019-08-26 Ayush Maheshwari , Kamal Kumar Murari , T. Jayaraman

The adoption of residential photovoltaic systems (PV) is seen as an important part of the sustainable energy transition. To facilitate this process, it is crucial to identify the determinants of solar adoption. This paper follows a…

综合经济学 · 经济学 2021-12-24 Emily Schulte , Fabian Scheller , Daniel Sloot , Thomas Bruckner

Human-robot interactions (HRI) can be modeled as dynamic or differential games with incomplete information, where each agent holds private reward parameters. Due to the open challenge in finding perfect Bayesian equilibria of such games,…

机器人学 · 计算机科学 2020-11-05 Yi Chen , Lei Zhang , Tanner Merry , Sunny Amatya , Wenlong Zhang , Yi Ren

Evaluating and optimising human comfort within the built environment is challenging due to the large number of physiological, psychological and environmental variables that affect occupant comfort preference. Human perception could be…

人机交互 · 计算机科学 2020-10-30 Prageeth Jayathissa , Matias Quintana , Mahmoud Abdelrahman , Clayton Miller
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