Human-in-the-loop control strategy for IoT-based smart thermostats with Deep Reinforcement Learning
Thermostatic Radiator Valves (TRVs) are a widely used technology for regulating room heating in Europe countries. Smart TRVs can provide significant energy savings, often ranging from 20–40% compared to conventional heating systems.
Payam Fatehi Karjou +3 more
doaj +1 more source
DIODE: A Dense Indoor and Outdoor DEpth Dataset [PDF]
We introduce DIODE, a dataset that contains thousands of diverse high resolution color images with accurate, dense, long-range depth measurements. DIODE (Dense Indoor/Outdoor DEpth) is the first public dataset to include RGBD images of indoor and outdoor
Igor Vasiljevic +10 more
semanticscholar +1 more source
Advances in Bio‐Integrated Edge Computing Systems for Smart and Connected Health
This review explores advances in bio‐integrated edge computing for healthcare, focusing on co‐designing computing, sensing, and energy strategies to overcome integration and power challenges for optimized, decentralized operation. ABSTRACT Recent advances in bio‐integrated healthcare technologies have enabled continuous, high‐resolution monitoring and ...
Gyuwon Kim +4 more
wiley +1 more source
A cold storage air conditioning system with energy-efficient supercooled water ice slurry generation by using heat recovery and regeneration [PDF]
Ice slurry cold storage technology using supercooled water is considered one of the most efficient methods. In traditional systems, to prevent ice crystal blockage in the supercooled water exchanger, the water from ice tank is typically heated to 0.5°C ...
Ma Xiaoqian +6 more
doaj +1 more source
Investigation of the influence of operation conditions on the discharge of PCM ceiling panels. [PDF]
The aim of this study was to determine favorable operation conditions for ceiling panels containing phase change materials (PCM) for cooling applications in office rooms.
Quesada Allerhand José +2 more
doaj +1 more source
Over 95% Optical Reflectance From Structurally Modulated All‐Biopolymer Multilayers
A new dense–porous design turns ordinary polysaccharides into highly reflective photonic multilayers. Alternating dense pectin and porous cellulose nanofiber layers create strong refractive‐index contrast without inorganic or synthetic polymers, enabling nearly perfect visible reflection, high near‐infrared reflection, broadband metallic‐like colors ...
Takaaki Kasuga +9 more
wiley +1 more source
This study compares air pollutant concentrations resulting from cooking with gas or induction cooktops, with or without either of two recirculating range hoods with filters.
Jiayu Li +7 more
doaj +1 more source
Exhaled CO2 as a COVID-19 Infection Risk Proxy for Different Indoor Environments and Activities
CO2 is co-exhaled with aerosols containing SARS-CoV-2 by COVID-19-infected people and can be used as a proxy of SARS-CoV-2 concentrations indoors. Indoor CO2 measurements by low-cost sensors hold promise for mass monitoring of indoor aerosol transmission
Zhe Peng, J. Jimenez
semanticscholar +1 more source
Kirigami‐Inspired Stretchable Silicon Solar Cell Modules as Portable Power Sources
Kirigami‐inspired structured substrates are designed to craft stretchable silicon solar cell modules, showcasing remarkable stability upon deformation and retaining high output efficiency. This innovative approach holds great promise for the utilization of silicon modules for wearable devices.
Yusheng Zhang +13 more
wiley +1 more source
Indoor particle dynamics [PDF]
Airborne particulate matter is a diverse pollutant class whose excessive presence in indoor air contributes to an array of adverse health and material-damage effects. Particles are classified according to their diameter into three size modes: ultrafine (0.1 microm), accumulation (0.1-2 microm), and coarse (= 2 microm). These modes have largely distinct
openaire +4 more sources

