Abstract
In order to improve the effect of enterprise lean management, this study proposes a lean data mining algorithm based on the characteristics of lean data in enterprise management. This study connects data mining and lean production to study the data of enterprise management operation, proposes an intelligent data processing model suitable for modern enterprise management, and constructs the model function module in combination with the enterprise operation management process. Moreover, this study constructs an evaluation system for the effect of enterprise lean management based on data mining. The system provides a human-computer interaction interface, and operators can use various functions and services provided by the system through a visual interface. Through experimental research, it can be known that the enterprise lean effect evaluation system based on data mining proposed in this study can play an important role in enterprise lean management.
Highlights
With the formation of China’s position as the world’s manufacturing center, the problem of how to improve the utilization of manufacturing resources and improve production efficiency has become increasingly prominent, and lean production has received increasing attention as a management method to eliminate waste and improve efficiency
In-depth promotion of the practice of lean production objectively requires some support from the related theoretical research of lean production [1]
It is based on this demand that lean thinking is applied to the design stage, and the problems that may arise in the future operation of the enterprise will be eliminated from the design stage. is mode of operation can avoid the fundamental elimination of waste in the enterprise and avoid the “remedy” practice of improving after problems arise in the operation of the enterprise [3]
Summary
With the formation of China’s position as the world’s manufacturing center, the problem of how to improve the utilization of manufacturing resources and improve production efficiency has become increasingly prominent, and lean production has received increasing attention as a management method to eliminate waste and improve efficiency. Based on the TOC theory and accounting system, an analysis model that combines the basic operating characteristics of lean production methods with the practical application of the enterprise management information system is proposed to achieve the goal of the lowest cost of the enterprise. Literature [10] puts forward the theoretical framework of lean cost management, aiming at low-cost, highefficiency, and high-quality production, with just-in-time production and the self-consciousness of personnel as the pillars, to eliminate all waste from point to surface and be uninterrupted based on the improvement activities. E MA model is as follows: it is assumed that wt is a white noise sequence with a mean value of 0 and a variance of σ2. AR model is as follows: the hypothesis is a white noise sequence with a wt mean value of 0 and a variance of σ2.
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