6 Ways to Convince Your Boss to a Predictive Maintenance

Meet James, he works as a maintenance chief engineer at a factory working 3 shifts. With his team, he is responsible for production lines and auxiliary facilities. It is ready to maintain everything from water pumps to PLCs with his team. It…
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Predictive Maintenance with Electrical Signature Analysis

Fig 1. Faults Detected by Different Methods As a result of targeting more reliable and more sustainable factories by reducing the need for human resource, the increasing needs of the industry, and the costs caused by these needs; machine…
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Understanding The Machine Data

Machine data is the set of physical quantities and attributes that the machine has or creates. This data is provided by various sensors, software, and machine manufacturers. Recently, machine data has started to attract more attention as the…

Preventive vs Predictive Maintenance

As a part of the digitalization process of manufacturing, the industrial internet of things (IIoT) is the use of smart sensors and AI/ML algorithms to enhance production and industrial processes. Every machine speaks with several measures such…
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First Step in AI Based Predictive Maintenance

With the increasing demand of IIoT in the age of digitalization, data-driven maintenance optimization of industrial equipment is one of the most trending topics among maintenance professionals. At the beginning, data gathered by various sensors…

Importance of Integration of Condition Monitoring into Existing Systems

We talked about condition monitoring and its importance in our previous blog post. The basic principle in condition monitoring is to detect failures in machinery and equipment to predict using equipment-specific condition parameters, such as…

Condition Monitoring in CNC Machines and Case Study

For many years, machine tools have been the backbone of many manufacturing industries. Machine tools also play an important role in the global economy nowadays. These machines, which transform complex designs into products by processing materials…

Hidden Costs in Maintenance Organizations

Most of manufacturing companies conduct several projects and studies on reducing unit costs and gain sustainable advantage in competition in order to exceed its existing situation to an upper level. But it is not enough to just make a machine…

What is Condition Monitoring?

Condition Monitoring is the process to detect a fault in a machine or equipment by observing parameters such as vibration, temperature and current. Condition Monitoring systems give the opportunity to spot faults that can lead to catastrophic…