Failure detection device for detecting an issue with a part of a machine

A method, comprising:

• receiving, by a device, operations data related to operations of one or more of a set of parts of a machine,
• wherein the machine is one of a vehicle, a backhoe loader, a cold planer, a wheel loader, a compactor, a feller buncher, a forest machine, a forwarder, a harvester, an excavator, an industrial loader, a knuckleboom loader, a material handler, a motor grader, a pipelayer, a road reclaimer, a skid steer loader, a skidder, a telehandler, a tractor, a dozer, or a tractor scraper,
• wherein the operations data is received from a set of sensors associated with the set of parts, and
• wherein the operations data includes measurement data from a sensor of the set of sensors;
• processing, by the device and after receiving the operations data, the operations data using a condition-based processing technique,
• wherein the condition-based processing technique is associated with mapping initial values of data elements of the operations data to mapped values based on satisfaction of a set of conditions by the initial values;
• detecting, by the device and after processing the operations data, a presence of a possible issue with the operations of the one or more of the set of parts based on a condition, associated with the mapped values, being satisfied a threshold quantity of times during a time period;
• triggering, by the device and based on detecting the presence of the possible issue, an alarm that indicates the presence of the possible issue with the operations of the one or more of the set of parts;
• and
• performing, by the device and based on triggering the alarm that indicates the presence of the possible issue, a set of actions related to addressing the possible issue with regards to one of the vehicle, the backhoe loader, the cold planer, the wheel loader, the compactor, the feller buncher, the forest machine, the forwarder, the harvester, the excavator, the industrial loader, the knuckleboom loader, the material handler, the motor grader, the pipelayer, the road reclaimer, the skid steer loader, the skidder, the telehandler, the tractor, the dozer, or the tractor scraper.