Integrating building energy simulation with a machine learning algorithm for evaluating indoor living walls' impacts on cooling energy use in commercial buildings
L Wang, MJ Witte - Energy and Buildings, 2022 - Elsevier
The environmental challenges of climate change increase the energy usage and peak
demands of buildings. Most extant studies of greenery systems focus on exterior …
demands of buildings. Most extant studies of greenery systems focus on exterior …
Data-Driven Closed-Loop Reachability Analysis for Nonlinear Human-in-the-Loop Systems Using Gaussian Mixture Model
This article presents data-driven algorithms to perform the reachability analysis of nonlinear
human-in-the-loop (HITL) systems. Such systems require consideration of the human control …
human-in-the-loop (HITL) systems. Such systems require consideration of the human control …
Human skill knowledge guided global trajectory policy reinforcement learning method
Y Zang, P Wang, F Zha, W Guo, C Li… - Frontiers in …, 2024 - frontiersin.org
Traditional trajectory learning methods based on Imitation Learning (IL) only learn the
existing trajectory knowledge from human demonstration. In this way, it can not adapt the …
existing trajectory knowledge from human demonstration. In this way, it can not adapt the …
An evolving learning method—growing Gaussian mixture regression—for modeling passive chilled beam systems in buildings
Although chilled beam systems are considered as one of the best performing HVAC
systems, few studies have looked into data-driven-based modeling for chilled beam …
systems, few studies have looked into data-driven-based modeling for chilled beam …
Theil-Sen Regressive Miyaguchi–Preneel-based Cryptographic Hash Blockchain for Secure Data Transmission Using Remote Sensing Data in IoT
B Sharmila, T Kalavathi Devi - IETE Journal of Research, 2024 - Taylor & Francis
Internet of things (IoT) is the most advanced version of the internet to maintain a number of
applications that combines different intelligent devices used by management or individuals …
applications that combines different intelligent devices used by management or individuals …