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Prognostics and Health Management (PHM)

We help to develop a novel decision support system for smart predictive maintenance based on PHM Technology for Engineering systems. In the long run, we help your company to be able to offer applications together with services to your customers who manage the other operation & maintenance of assets and reduce their operating costs.

Prognostics and health management (PHM) is an engineering discipline that aims to maintain system behaviour and function and ensure mission success, safety, and effectiveness. In order to decrease the operational cost of running industrial assets and unplanned services caused by failure and malfunction of the industry can be especially costly.  Therefore, PHM technology should be part of routine maintenance for company assets that absolutely cannot go down. In this way, operation and maintenance managers get a pre-information into the future end of life of the assets as its running today. This allows them to plan in advance for repairs or replacement of systems and avoid unexpected downtime, minimize maintenance cost, and uptime of the assets optimized by remotely Inspection & remote diagnosis of the systems.

We can provide the answers and information you need within the following:

PHM Technology for Engineering Systems

  • Condition Monitoring
  • Diagnostics Methods
  • Condition Based Maintenance
  • Prognostics Methods
  • Predictive Maintenance
  • Remaining Useful Life Estimation
  • Data-driven approach
  • Physics-Based Modelling approach
  • A hybrid approach for prognostics
  • Uncertainty analysis
  • Degradation Modelling for PHM
  • Define KPIs.
  • Physics Informed Machine Learning-based PHM
  • Decision support modeling with uncertainty, and how to control reliability while meeting process performance target.

Life Cycle and Risk Management Methodologies


Madhav Mishra

Senior Scientist

+46 10 228 42 69

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