Research on performance of thermal management system integrated with multiple heat exchange methods

Zhang, Luo; Yuan, Qingchun; Hu, Song; Xu, Xiaoming

doi:10.1007/s11581-021-04334-0

Cited by 6 publications

(1 citation statement)

References 29 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…By adjusting the weight, the required output value under fixed input can be obtained. The process of adjusting weights is called “learning” or “training” [ 19 ].…”

Section: Monitoring Methods Based On the Light Scattering Methods And...mentioning

confidence: 99%

A BP Neural Network Algorithm for Multimedia Data Monitoring of Air Particulate Matter

Zhang

2022

Computational Intelligence and Neuroscience

View full text Add to dashboard Cite

In order to study a BP neural network algorithm for air particulate matter data monitoring, firstly, the monitoring data collected by particle sensor using the light scattering method are proposed. Then, based on the improved BP neural network method, the mapping relationship between the actual measured value of the sensor, weather and other influencing factors, and the standard value of the monitoring station is established, and the calibration model of air particulate matter is realized. Finally, through theoretical analysis and experimental comparison, the results show that the model based on BP neural network algorithm has good accuracy and generalization ability in the evaluation of air particulate index, which makes it possible to scientifically and accurately refine the evaluation and management of urban air particulate index. The experimental results show that the air particle calibration model based on the light scattering method and improved BP neural network algorithm is practical and effective.

show abstract

“…By adjusting the weight, the required output value under fixed input can be obtained. The process of adjusting weights is called “learning” or “training” [ 19 ].…”

Section: Monitoring Methods Based On the Light Scattering Methods And...mentioning

confidence: 99%

A BP Neural Network Algorithm for Multimedia Data Monitoring of Air Particulate Matter

Zhang

2022

Computational Intelligence and Neuroscience

View full text Add to dashboard Cite

show abstract

Investigating the impact of fluid flow channels and cooling fluids on thermal management of lithium-ion battery: a simulation study

Chavan,

Venkateswarlu,

Liu

et al. 2024

J Therm Anal Calorim

View full text Add to dashboard Cite

A review of battery thermal management systems about heat pipe and phase change materials

Zhang

Pan

2023

Journal of Energy Storage

View full text Add to dashboard Cite

Research on performance of thermal management system integrated with multiple heat exchange methods

Cited by 6 publications

References 29 publications

A BP Neural Network Algorithm for Multimedia Data Monitoring of Air Particulate Matter

A BP Neural Network Algorithm for Multimedia Data Monitoring of Air Particulate Matter

Investigating the impact of fluid flow channels and cooling fluids on thermal management of lithium-ion battery: a simulation study

A review of battery thermal management systems about heat pipe and phase change materials

Contact Info

Product

Resources

About