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Pratt & Whitney Canada’s Oil Analysis Technology To Deliver Proactive And Preventative Maintenance
Pratt & Whitney Canada, a business unit of Pratt & Whitney, recently announced that it is combining artificial intelligence (AI) and machine learning with its innovative oil analysis technology to further increase the solution’s precision, predictive and preventive maintenance capabilities for helicopter engines.
The use of AI and machine learning is another example of how the company continues to innovate its aftermarket solutions to help customers move to 100% planned maintenance environments – avoiding unplanned events and reducing costs.
“Through AI we are further enhancing our capabilities to see patterns and preventive maintenance insights in the massive data set our oil analysis technology provides,” said Irene Makris, vice president, Customer Service, Pratt & Whitney Canada. “With this deeper understanding of what’s going on inside the oil-wetted components of the engine, we are able create a ‘know early, respond early’ environment for the customer that helps manage risk, and prevents disruptions in service.”
This kind of preventative maintenance allows customers to avoid unscheduled engine removals and other maintenance events by providing visibility on potential issues as much as a thousand hours in advance. The oil analysis technology is available on a majority of Pratt & Whitney Canada engine models including the PW210 and has analyzed over fifty-five thousand oil samples from customer engines.
Based on the guidance provided by the oil analysis technology, dozens of events across the fleet have transformed into scheduled interventions, dispatch availability has increased, and the solution has saved PW210 customers over US$1 million in averted secondary damage.“Our oil analysis technology was launched in 2017 and enables proactive and predictive maintenance by identifying potential issues before they occur without intrusive inspection,” said Nicolas Chabée, vice president, Marketing, Helicopters, Pratt & Whitney Canada, “AI makes the task of comparing oil samples with past data simpler, more efficient and easily scalable.
”Oil analysis technology is part of Pratt & Whitney Canada’s suite of digital engine services and is another proof point to the company’s one-stop shop approach to simpler, more cost-effective maintenance management, designed to maximize aircraft availability, upkeep and planning, and reduce operating costs.
More information about Pratt & Whitney Canada’s oil analysis solution for helicopter engines including which engine models are supported is available here.
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Key To Success For Efficient And Cost-effective Product Manufacturing
Marposs is helping the manufacturing industry transition to smarter factories with a new machine protection, and tool and process monitoring system.
In the factory of the future, a permanent exchange of information takes place. A considerable part of the information about machining processes is gathered by various sensors, which provide intelligent monitoring systems with the necessary data for the analysis and evaluation of production processes.
Marposs, one of the leading providers of inspection, measurement and process control solutions worldwide, is helping the manufacturing industry transition to smarter factories with the release of the Artis machine protection, machine monitoring, and tool and process monitoring system. Featuring the new data management system C-THRU4.0, Artis also has new sensors, intelligent stand-alone and integrated system modules, informative visualizations and adaptable software solutions are all available.
Artis monitoring systems support the technological requirements for manufacturing processes in different industry sectors such as electromobility, aerospace, and orthopaedics, among others. In addition to possible optimizations of current and new production technologies, Artis is a success factor for efficient and cost-effective product manufacturing. In addition to typical metal-cutting processes, assembly, deep rolling or friction stir welding processes can be reliably monitored and controlled—parallel to the process in real-time.
Machine protection
Collisions and crashes can never be completely avoided. The risk of accidental damage to production equipment is particularly high during manual interventions. Powered with force sensors based on strain technology, Artis can be used in almost all robots, machines and equipment to quickly (<1 ms) detect and minimize the effects of such dynamic or quasi-static events. The sensors absorb elastic deformation, like torsion, feed force or surface strain, as well as achieve an excellent linearity and repeatability over extended periods of time. In fact, insurance companies have recognized these system benefits and offer their customers up to 25 percent off machine insurance if an Artis machine protection system from Marposs is installed.
Machine monitoring
Artis provides all the information required for predictive maintenance in a comprehensive and well-structured manner. They record the current status of production equipment via eddy current, vibration, temperature and gravity signals. The data collected help to identify anomalies in the machine, tool and workpiece at an early stage, allowing specific preventive interventions. Continuous acceleration measurements of up to three axes simultaneously is also possible.
Following or parallel to the machining process, the Artis diagnostic tool VisuScope, which can be employed for real time or off-line data evaluation, carries out the signal evaluation. Various signal filters and various diagnosis and display modes are available for analysis.
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