... width is also discussed. Langmuir theory space charge electron reflection thermionic emission energy conversion genetic algorithm vacuum gap diode data-driven modeling Proceedings of the ASME 2024 18th International Conference on Energy Sustainability ES2024 July 15-17, 2024, Anaheim...

... (Cp) of the VAWT, adjustments will be made to the position and orientation of both the upper and lower walls of diffuser. Two optimization methods were employed: one involves direct optimization, where a Genetic Algorithm (GA) is integrated with CFD. The second method utilizes Machine Learning (ML...

... Abstract Several recent studies have generated experimental performance data for narrow-gap thermionic energy conversion devices. This investigation explores the use of genetic algorithm methods to fit existing data from literature with physics-inspired model equations. The resulting model...

... 13 03 2012 In this paper, the genetic algorithm is applied to calculate the optimum slope and surface azimuth angles for receiving maximum solar radiation in an area of Iran. Different components of solar radiation are employed in order to calculate the solar optimum angles. At first...

... required for making the heat transfer surface is reduced. Moreover, the operational energy costs involving pumping in order to overcome frictional pressure loss are minimized in this method. Genetic algorithm is used to optimize the objective function which is a mathematical model for the cost of the shell...

...; such as, coal, oil and natural gas consumption and make future projections based on Genetic Algorithm (GA) notion, and examines the effect of the design parameters on the fossil fuels utilization values. The models developed in the nonlinear form are applied to the coal, oil and natural gas demand of Turkey...