Predictive Maintenance

Betting on Predictive Maintenance


We define the predictive maintenance strategy appropriate to the business and calculate the ROI of the project.


We analyze the current situation, checking if all the data is available to approach the project and if there is already a pattern of behavior.


We determine predictive maintenance goals, such as upcoming component failures or useful life.


We execute and validate, through the creation of predictive models adapted to the business objectives.


Predictive maintenance is a type of maintenance that relates the wear or condition of a machine, with a physical variable, which is booming because the analysis programs for the control and management of industrial maintenance are limited, since the vast majority only performs the recording and historization of data through the available sensors.

Machine Learning and Deep Learning techniques used in the field of Big Data must be used for the subsequent processing of these values. This type of functionality is not usually incorporated in the maintenance management systems (CMMS) existing in the market, including only corrective and preventive maintenance.


At Singlar, we employ the latest Machine Learning technologies to improve Industrial Predictive Maintenance. Unlike most CMMS solutions on the market, our solution incorporates a series of predictive models using the latest Machine Learning technologies.

Looking for a smart solution to solve your
solve your maintenance problems?

The team of engineers of the Industry 4.0 Department of SINGLAR, is at your disposal as facilitators of systems, solutions and services in the industrial field. We have a team of electronic, computer and telecommunications engineers with extensive experience in the sector.

Our knowledge of the integral process of implementation of industrial solutions in different production environments (from the establishment of specifications and requirements, through the design, development and integration of software and hardware, to in-plant validation), allows us to offer you the best solutions and services in the industrial field.

hardware, to in-plant validation) are a guarantee to achieve the ultimate goal in any industrial intervention: to improve performance in an objective and measurable way.

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