2021
DOI: 10.1016/j.apenergy.2021.116943
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Mathematical model of a thermoelectric system based on steady- and rapid-state measurements

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Cited by 26 publications
(10 citation statements)
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“…While this method provides models that are rooted in physical reality, it demands a strong background in physics and a comprehensive knowledge of the system’s dynamics. The derived models are often complex and require precise parameter tuning, making them suitable for well-understood systems where the governing equations are known [8] , [9] , [10] , [11] , [12] , [13] , [14] . On the other hand, machine learning techniques, particularly those involving data-driven approaches, offer an alternative route to model development.…”
Section: Methods Detailsmentioning
confidence: 99%
“…While this method provides models that are rooted in physical reality, it demands a strong background in physics and a comprehensive knowledge of the system’s dynamics. The derived models are often complex and require precise parameter tuning, making them suitable for well-understood systems where the governing equations are known [8] , [9] , [10] , [11] , [12] , [13] , [14] . On the other hand, machine learning techniques, particularly those involving data-driven approaches, offer an alternative route to model development.…”
Section: Methods Detailsmentioning
confidence: 99%
“…On the left side of the equations successively appear heat conducted by thermoelectric legs of thermal conductivity k, Peltier heat, and Joule heat [36]. The heat conducted between the junction and the corresponding exchanger (the right-hand side equality sign of above equations) is represented by the ratio of the temperature difference at the layer to the thermal resistance of the layer.…”
Section: Theoretical Modelmentioning
confidence: 99%
“…At present, the mainstream models used in studying thermoelectric generation systems are broadly classied into two categories: thermal resistance models [31][32][33][34] and numerical models. 17,35,36 Since the non-isometric n structure in this paper changes with Dw, its three-dimensional mathematical model and the mathematical models of heat transfer and uid dynamics are challenging to construct accurately.…”
Section: Numerical Model For Fluidthermal-electric Multiphysicsmentioning
confidence: 99%