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This dataset contains the Da Nang International Airport (WMO 488550) TMYx 2011–2025 weather data used as climatic input for the study “Autonomous Kinetic Facades: A Bio-inspired Framework using Shape-Memory Alloy (SMA) Actuators and Reinforcement Learning for Dynamic Building Thermoregulation.” The dataset was obtained...
This dataset contains the Da Nang International Airport (WMO 488550) TMYx 2011–2025 weather data used as climatic input for the study “Autonomous Kinetic Facades: A Bio-inspired Framework using Shape-Memory Alloy (SMA) Actuators and Reinforcement Learning for Dynamic Building Thermoregulation.” The dataset was obtained...
Building envelope automation is limited by heavy motor-driven shading and reactive rule-based controllers. This paper presents an autonomous Digital Twin framework for kinetic facades, integrating bio-inspired Shape-Memory Alloy [SMA] actuation with a Reinforcement Learning [RL] control policy. Conceived as a Robotic S...
Building envelope automation is limited by heavy motor-driven shading and reactive rule-based controllers. This paper presents an autonomous Digital Twin framework for kinetic facades, integrating bio-inspired Shape-Memory Alloy [SMA] actuation with a Reinforcement Learning [RL] control policy. Conceived as a Robotic S...
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