首页|Xijing University Reports Findings in Machine Learning (Economic benefit analysi s of lithium battery recycling based on machine learning algorithm)
Xijing University Reports Findings in Machine Learning (Economic benefit analysi s of lithium battery recycling based on machine learning algorithm)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News-New research on Machine Learning is the subject o f a report. According to news reporting originating from Xi'an, People's Republi c of China, by NewsRx editors, the research stated, "Lithium batteries, as an im portant energy storage device, are widely used in the fields of renewable vehicl es and renewable energy. The related lithium battery recycling industry has also ushered in a golden period of development." Our news editors obtained a quote from the research from Xijing University, "How ever, the high cost of lithium battery recycling makes it difficult to accuratel y evaluate its recycling value, which seriously restricts the development of the industry. To address the above issues, machine learning will be applied in the field of economic benefit analysis for lithium battery recycling, and backpropag ation neural networks will be combined with stepwise regression. On the basis of considering social and commercial values, a lithium battery recycling and utili zation economic benefit analysis model based on stepwise regression backpropagat ion neural network was designed. The experimental results show that the mean squ are error of the model converges between 10-6 and 10-7, and the convergence spee d is improved by 33%. In addition, in practical experiments, the mo del predicted the actual economic benefits of recycling a batch of lithium batte ries. The results show that the predictions are basically in line with the true values. Therefore, the economic benefit analysis and prediction model for lithiu m battery recycling proposed in the study has the advantages of high accuracy an d fast operation speed, providing new ideas and tools for promoting innovation i n the field of economic benefit analysis."
Xi'anPeople's Republic of ChinaAsiaAlgorithmsCyborgsEmerging TechnologiesMachine Learning
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