Predictive Maintenance and Pulp & Paper Industry

Predictive maintenance improves efficiency and prevents downtime in the pulp and paper industry by detecting equipment issues…

Sensemore Maintenance Bot

AI-powered bots can predict equipment failures and prevent downtime in industrial maintenance. Sensemore offers a comprehensive solution with sensors, data analysis, and…

Iron & Steel Industry and Predictive Maintenance Applications

Iron and Steel industry is a major contributor to economy, energy consumption and carbon emissions. Predictive maintenance strategy using…

The Role and Importance of Electrical Signature Analysis in Predictive Maintenance

Predictive maintenance is a strategy to maximize efficiency and prevent unexpected downtime, it tracks machine data and analyzes it to predict future malfunctions.…

Fault Diagnostic Technique Using AI-Assisted Machine Mode Similarity Analysis

AI can diagnose machine faults with vibration data but machine mode similarity analysis is an alternative, it uses known data…

Pharmaceutical Industry and Predictive Maintenance Applications

Predictive maintenance using vibration, electrical analysis and IoT devices can prevent downtime, improve efficiency, quality and…

Contributing to a Sustainable Future by Improving the Maintenance Strategies

Sustainability in industry can be achieved by reducing industrial carbon emissions by using renewable energy sources, promoting…

History and Future of Maintenance Culture

Maintenance culture has evolved from Corrective to Preventive, Proactive and Predictive using AI technology to predict…

What is Fault Tree Analysis?

Fault Tree Analysis is a method for identifying and understanding the root causes of failures in a system. It starts by…

Predictive Maintenance with Electrical Signature Analysis

Predictive maintenance through machine health monitoring aims to prevent costly…

What is Reliability and FMEA?

Reliability is the ability to prevent failures in a system or product, implemented through proactive and reactive methods. FMEA (Failure…

Understanding the Machine Data

Machine data is generated by physical attributes and actions of machines, collected by sensors and analyzed for insights on…

Preventive vs Predictive Maintenance

IIoT allows for the use of smart sensors and AI/ML in manufacturing to improve production and industrial processes through…

First Step in AI Based Predictive Maintenance

Predictive maintenance using AI can prevent equipment failures by predicting when maintenance is needed. Rule-based systems use hard-coded thresholds, while ML-based systems use advanced analytics to…

Importance of Integration of Condition Monitoring into Existing Systems

Integration of condition monitoring systems into existing systems, such as SCADA, DCS, PLC, and RTU, is crucial to the success…

IoT Integration in Digital Transformation

The integration of IoT and SaaS products into existing systems is a challenging task, as companies need to merge their old and new technologies together. The technical skills of the business, the…

Digital Transformation in 5 Minutes

Sensemore offers end-to-end cloud service for machine health monitoring and predictive maintenance, but also able to respond to…

Envelope Analysis

Bearings are critical elements in rotating machines, they support radial and axial loads, and reduce friction. Real operational lifetimes of bearings are shorter than expected, due to factors such as…

What is Cepstral Analysis?

Cepstral Analysis, a tool used to detect periodicity in frequency spectrum, can be useful in gearbox fault detection in vibration analysis. It identifies…

Condition Monitoring in CNC Machines and Case Study

Machine tools, critical for manufacturing industries, need maintenance for performance and profitability. Spindle unit…

Hidden Costs in Maintenance Organizations

In manufacturing companies, reducing maintenance costs can greatly decrease total costs, but a reactive approach of fixing…

What is Condition Monitoring?

Condition Monitoring detects faults in machines/equipment through observing parameters such as vibration, temperature, and…

Vibration Glossary

Different technical terms are used when talhing about vibration-based condition monitoring. Learning of them are helpful in order…

How is Fault Detection Performed?

Vibration measurements and analysis, using multiple parameters, can identify developing problems in machinery before causing…

Parameter Selections in Vibration Measurement

Vibration measurements are used to determine the response of machines to forces and identify…

What is Vibration Analysis?

Vibration analysis is used in predictive/preventive maintenance to detect defects in machines and predict failure, reducing costs…