Automobile Industries using Data Mining and Predictive Analytics: An Industry 4.0 Approach
December 30, 2021
In this era, the first step to make an industry smarter is use Predictive analytics and maintenance (PdAM). The current trend called Industry 4.0 is widely used in manufacturing factories to becoming smarter. Accordingly to prediction industries take decision to increase productivity, operation efficiency and better safety. PdAM collect data like temperature, and sound using special sensors (e.g. ultrasonic or vibration sensors) to identify the patterns and state of the current Machine. For smart manufacturing for Automobile Industries framework is proposed where different algorithms like Classification, regression and association algorithms. In term of maintenance try to make industry an intelligent by collecting a lots of data through sensors and use it to make decision about repairs and upkeep. Predictive maintenance systems are used machine learning to determine when and what maintenance work is to be done.
