The recent advent of Building Automation Systems (BASs) has deeply highlighted the concept of thermal comfort and energy efficiency in modern buildings. However, while consumption optimization represents a crucial objective, it is important to consider user well-being in indoor environments. The concept of "Humans-in-the-buildings" focuses on an approach in which occupant feedback becomes a priority variable in the decision-making processes of temperature control systems. This thesis investigates the integration between automation strategies, user-centered control models and occupant behavior analysis in order to make a dynamic control based on energy savings and user comfort. A comparison between traditional control approaches is presented to evaluate the effectiveness. In the end, practical results are assessed through simulations in Matlab/Simulink and IDA ICE, a state-of-the-art building performance simulation tool.
The recent advent of Building Automation Systems (BASs) has deeply highlighted the concept of thermal comfort and energy efficiency in modern buildings. However, while consumption optimization represents a crucial objective, it is important to consider user well-being in indoor environments. The concept of "Humans-in-the-buildings" focuses on an approach in which occupant feedback becomes a priority variable in the decision-making processes of temperature control systems. This thesis investigates the integration between automation strategies, user-centered control models and occupant behavior analysis in order to make a dynamic control based on energy savings and user comfort. A comparison between traditional control approaches is presented to evaluate the effectiveness. In the end, practical results are assessed through simulations in Matlab/Simulink and IDA ICE, a state-of-the-art building performance simulation tool.
Humans-In-The-Building: Enhancing Energy Efficiency and Comfort through Occupant-Centered Modeling
CARLOTTO, ALESSANDRO
2024/2025
Abstract
The recent advent of Building Automation Systems (BASs) has deeply highlighted the concept of thermal comfort and energy efficiency in modern buildings. However, while consumption optimization represents a crucial objective, it is important to consider user well-being in indoor environments. The concept of "Humans-in-the-buildings" focuses on an approach in which occupant feedback becomes a priority variable in the decision-making processes of temperature control systems. This thesis investigates the integration between automation strategies, user-centered control models and occupant behavior analysis in order to make a dynamic control based on energy savings and user comfort. A comparison between traditional control approaches is presented to evaluate the effectiveness. In the end, practical results are assessed through simulations in Matlab/Simulink and IDA ICE, a state-of-the-art building performance simulation tool.| File | Dimensione | Formato | |
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Carlotto_Alessandro.pdf
embargo fino al 30/11/2028
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4.13 MB | Adobe PDF |
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https://hdl.handle.net/20.500.12608/98912