What is FTA?

To ensure the safety and reliability of a system, reliability agents such as engineers and maintenance personnel need to understand a fault and its impact on the system thoroughly. This understanding requires detailed analysis of faults and…
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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…

What is Reliability and FMEA?

Reliability Ability to prevent failures on a system and a product is the indicator of reliability of the process. Reliability is a key element of a production process that ensures both the production line and the resulting product is existing…
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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…

IoT Integration in Digital Transformation

The popularity of the “Internet of Things” is increasing day by day since it is one of the most effective instruments of digital transformation in the industry. Undoubtedly, it is obvious that we need to use these solutions, but adding…

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…

Unbalance Case Study

DUST COLLECTOR FAN AUTOMOTIVE INDUSTRY A condition monitoring system has been integrated on the dust collection fan motor, which is life-critical equipment in a facility that works with dangerous chemicals. The fan…