Cognite Maintain

Detecting anomalies earlier and deciding what actions to take is something every practitioner knows is imperative to an efficient maintenance process.

In modern industry, this process is handled by a combination of classic condition monitoring with expert decisions, machine learning-based anomaly detection on sensor data from assets and whole asset classes, and purpose-built complex models combining physical models with data science and real-time data. The complexity span is from simple threshold-based surveillance to complex failure mode detection algorithms.

Regardless of the complexity of any individual model, the real complexity is aggregating this up to a System of Systems-level and integrate the information output systematically into maintenance activities.

With Cognite Maintain, you can manage a fleet of models, assess their quality, and decide which anomalies should result in what actions, which can then be efficiently integrated with your maintenance process with the scheduling capabilities described below.

Cognite Maintain provides all the information and necessary process support and collaboration functionality to efficiently plan work orders. With contextualized data and modern software, you can see the availability of materials, automatically create isolation plans, and take other actions boost your work order planning efficiency.

Combining planned work and unplanned work into optimal work packages or campaigns, considering all dependencies, logistics, risks, and production deferment consequences, and fitting them to a changing target — whether it is minimum OPEX or maximum backlog reduction — that takes into account all resource and discipline constraints is complex, to say the least.

To do it successfully, it helps to have world-class software that not only provides you with all necessary information but also uses cutting-edge machine learning to provide suggestions, all displayed in an intuitive view, whether the task at hand prefers 3D, 2D, or informative tables. These features give you full control to combine and send both planned and unplanned maintenance work efficiently to execution.

Cognite Maintain writes back to your CMMS. We don’t want to replace your maintenance system. We simply provide a modern and intuitive experience when scheduling your maintenance work. Features include:

• Select the scope of work you want to optimize

• Explore your scope based on relevant data from a wide range of sources

• Optimize the scheduling of activities and optimally load your available resources

• Instantly access relevant reports addressing readiness and status of scope