BIM-based benchmarking for healthcare construction projects
Sign Up to like & getrecommendations! Published in 2020 at "Automation in Construction"
DOI: 10.1016/j.autcon.2020.103347
Abstract: Abstract In the healthcare industry, the BIM-based benchmarking approach was identified as an alternative method to improve the current laborious and error-prone benchmarking practice by reducing manual inputs required for data collection and entry. However,… read more here.
Keywords: construction; benchmarking data; bim based; based benchmarking ... See more keywords
Simulation-Based Benchmarking of RL Algorithms for Adaptive Thermal Control in IoT-Enabled Smart Umbrella Systems
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3602907
Abstract: This paper presents a simulation-based benchmarking analysis of three reinforcement learning (RL) algorithms—Soft Actor-Critic (SAC), Deep Q-Network (DQN), and Proximal Policy Optimization (PPO)—for real-time thermal regulation in IoT-enabled smart umbrella systems. Motivated by the environmental… read more here.
Keywords: iot enabled; simulation; enabled smart; simulation based ... See more keywords