Application of Mathematical Model in LED Light Source Performance Prediction
SHI Wenjun
ZHANG Jie
Abstract：LED light source is widely used in lighting,display,communication and other fields due to its advantages of high efficiency and energy saving,long life,etc.Its performance is easily affected by material properties,driving conditions,environment and other factors,and the traditional trial-and-error experimental method is costly and has a long cycle time,which is difficult to meet the needs of rapid design.With the development of mathematical modeling technology,it has become an important way to optimize the design of light sources by predicting core performance parameters such as LED spectrum and light intensity through theoretical models.Therefore,this paper will explore the application and optimization of mathematical models in LED light sources performance prediction,aiming to provide a reference for the intelligent design of LED light sources.
Keywords：LED light sourcemathematical modelperformance predictiongenetic algorithmBP neural network
Publication Date：2025-10-25
Online Publishing Date：2025-11-10(First online date of this platform, not the publication date of the document)
Pages：3( 80-82 )