Research on Fixed Asset Management from the Perspective of Industry-Finance Integration—Based on CNN Method

The failure to achieve in-depth integration of fixed asset business financial data has created a major obstacle to the process of fixed asset management business financial integration. In order to improve the ability of collecting, extracting, processing, and applying the data of fixed assets, this article uses the CNN method, which has advantages in target deep feature extraction, to solve the problem of further optimization and improvement of enterprise fixed asset management and use efficiency. And designed a CNN-based fixed asset business data fusion model and operation process framework, combined with the fixed asset procurement business of the A grid company, detailed the process of CNN method in the practical application of fixed asset business fusion, and finally to ensure the implementation effect. Specific suggestions are made in terms of breaking down the communication barriers between the fixed asset management business and finance, using modern information technology to help the development of the integration of fixed assets industry and finance, and building a corporate culture integrated with fixed assets industry and finance.