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Updated: Jul 25, 2025

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通过使用NSGA-II优化器和人工神经网络在化PCM上的多个滴滴冲击的多目标优化

Shahin Faghiri1, Parham Poureslami1, Hadi Partovi Aria2

  • 1Department of Mechanical Engineering, Sharif University of Technology, Tehran, Iran.

Scientific reports
|June 29, 2023
PubMed
概括

通过多滴直接接触热传递,通过最大化凝固面积和最小化最低温度来优化热能储存 (TES). 这项研究提高了PCM相变速率,以提高存储效率.

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Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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Multi-input and Multi-variable systems

Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
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