GE Aerospace
Canvas Category OEM : Aerospace
GE Aerospace is a world-leading provider of jet engines, components and integrated systems for commercial and military aircraft. GE Aerospace has a global service network to support these offerings.
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GE Aerospace, Waygate Technologies to Deliver new AI-assisted Commercial Jet Engine Borescope Inspection Solution to Enhance Defect Recognition
GE Aerospace and Waygate Technologies, a Baker Hughes business, announced they have jointly developed a new, AI-assisted commercial engine borescope solution that will be available to Waygate Technologies customers and introduced to GE Aerospace’s MRO network later this year. The development represents the successful completion of their first development program under a Joint Technology Development Agreement between the two companies announced in May of 2023.
Through this joint development effort, GE Aerospace provided Waygate Technologies with a comprehensive dataset of engine inspection videos, which resulted in thousands of new representative images used for training Waygate Technologies’ Gas Power-assist ADR model. GE’s Services Technology Acceleration Center (STAC) and GE Aerospace Research brought subject matter expertise to ensure accurate and complete data labeling was performed. Waygate Technologies then leveraged this data and applied cutting-edge AI techniques, including a compute-optimized, state-of-the-art object detection algorithm and a novel temporal smoothing algorithm.
Key technical advancements, as compared to the program starting point (Gas Power-assist ADR model v4.1), include:
- Increased True Positive Rate: Model recall rates realized a 33.6% increase, indicating a dramatic improvement in identifying HPC defects.
- Decreased False Positive Rate: Model precision rates realized a 13.5% increase, indicating a reduction in previous falsely identified defects. This improvement was achieved both by an increased training dataset and the temporal smoothing algorithm used for detection confirmation.
The new AI-assisted features will be integrated and available for deployment through a software update to customers for Waygate Technologies’ Mentor Visual iQ+ borescope later this year. In addition, GE Aerospace will be introducing the model to its MRO network for use in High Pressure Compressor inspections for its GEnx and CFM LEAP engines.
Fast and Accurate Relative Motion Tracking for Dual Industrial Robots
Industrial robotic applications such as spraying, welding, and additive manufacturing frequently require fast, accurate, and uniform motion along a 3D spatial curve. To increase process throughput, some manufacturers propose a dual-robot setup to overcome the speed limitation of a single robot. Industrial robot motion is programmed through waypoints connected by motion primitives (Cartesian linear and circular paths and linear joint paths at constant Cartesian speed). The actual robot motion is affected by the blending between these motion primitives and the pose of the robot (an outstretched/near-singularity pose tends to have larger path tracking errors). Choosing the waypoints and the speed along each motion segment to achieve the performance requirement is challenging. At present, there is no automated solution, and laborious manual tuning by robot experts is needed to approach the desired performance. In this paper, we present a systematic three-step approach to designing and programming a dual robot system to optimize system performance. The first step is to select the relative placement between the two robots based on the specified relative motion path. The second step is to select the relative waypoints and the motion primitives. The final step is to update the waypoints iteratively based on the actual measured relative motion. Waypoint iteration is first executed in simulation and then completed using the actual robots. For performance assessment, we use the mean path speed subject to the relative position and orientation constraints and the path speed uniformity constraint. We have demonstrated the effectiveness of this method on two systems, a physical testbed of two ABB robots and a simulation testbed of two FANUC robots, for two challenging test curves.
Dolby Laboratories Announces Agreement to Acquire GE Licensing from GE Aerospace
Dolby Laboratories, Inc. (NYSE: DLB), a leader in immersive entertainment experiences, announced that it has entered into a definitive agreement to acquire GE Licensing, which owns, maintains, and licenses an extensive portfolio of IP primarily targeting the consumer digital media and electronics sectors.
As one of the most respected companies in the field of patent licensing and management, GE Licensing is a leading innovator with world-class patents and licensing expertise, especially with respect to pioneering video codec technology. The transaction will include a portfolio of over 5,000 patents, including foundational patents in standard essential video compression. GE Aerospace will retain its portfolio of IP related to its core aerospace and defense technologies, as well as the trademark portfolio for the GE brand.
Weeding Out Fake Parts: the Dark Horse of Killer 3D Printing Apps
One possible killer app that has nonetheless fallen relatively under-the-radar is comprehensive traceability of parts. Last week, for example, a Bloomberg article provided an update on a story from late August, about the discovery of years worth of phony certification documents for subpar spare parts. The spares were distributed by a small, obscure supplier of aerospace components based in London, AOG Technics Ltd. The discovery has inflicted chaos on the world’s largest aerospace companies, including Airbus, Boeing, and Safran, as they scramble for ways to undo the damage.
Whatever short-term solutions the aerospace giants may stumble upon, the only long-term solution may be comprehensive digitalization of supply chains. In addition to the fact that additive manufacturing (AM) technologies are uniquely suited to achieve that objective, the feasibility of an approach based on digitalization is suggested by the corporate players involved. Over the last decade or so, the aerospace sector’s largest companies (the ‘primes’) have achieved — and indeed, to a great extent have helped innovate into existence — some of the highest AM competencies in the world.
🪱🤖 GE Develops Worm-Inspired Robot For On-Wing Engine Inspections
Resembling an inchworm, the Sensiworm (Soft ElectroNics Skin-Innervated Robotic Worm) uses untethered soft robotics technology to move easily through the nooks, crannies and curves of jet engine parts to detect defects and corrosion. The robot is also able to measure the thickness of an engine’s thermal barrier coatings.
Developed in partnership with SEMI Flex Tech, Binghamton University and UES, Inc., Sensiworm is controlled by an operator using a device that GE says is similar to a gaming controller and can be programmed to follow specific paths. “It has a sticky, suction-like bottom that enables it to climb and adhere to steep surfaces. Also, because the robot is very soft and compliant, it won’t harm any surfaces or cause any damage during an inspection,” says a spokesperson for GE.
According to GE, Sensiworm could reduce unnecessary engine removals and downtime, enabling faster turnarounds. Although Sensiworm is currently focused on engine inspections, Trivedi says the OEM is developing new capabilities that would enable the robot to execute repairs once it finds a defect.
✈️ GE nears deal with India’s Hindustan Aeronautics to co-manufacture fighter jet engines
General Electric is in final discussions to cement a partnership with India’s Hindustan Aeronautics Ltd. to co-manufacture jet engines in the country, CNBC has learned. The engines would be used utilized in fighter jets for India, the people said.
The deal, expected to be signed either before or during a visit by Indian Prime Minister Narendra Modi to Washington, D.C., later this month, would give the Indian aerospace company access to GE’s highly coveted F414 engine, according to two people familiar with the deal who requested anonymity to discuss not-yet-public details.
🧠 GE, Waygate Partner On AI-Powered Engine Inspections
GE Aerospace and non-destructive testing specialist Waygate Technologies are partnering to advance engine inspection methods. The companies have signed a joint technology development agreement to develop software and hardware inspection solutions for commercial aircraft engines.
The agreement is aimed at improving the efficiency, accuracy and quality of video borescope inspections, while also minimizing costs for MRO providers. The companies will also explore the use of machine learning and artificial intelligence (AI) within borescope inspections, which could improve reliability, cycle time and consistency of inspections.
GE Aerospace's cloud journey with AWS
A.I. Fuels Aerospace Manufacturing Automation
In a quest to find automated process solutions for its production of aircraft transparencies (windows and canopies), U.K.-based GKN Aerospace Services Ltd. worked for 10 years with experienced automation integrators using off-the-shelf robots and controls. Despite its efforts, the number of failed systems configured “well outnumbers” the successful deployments, according to Martin Philo, principal research engineer. GrayMatter’s experts agreed with the aerospace supplier’s conclusion that providing a robot as a complete solution along with software for off-the-shelf robotics were the sources of failure in previous projects. Its Scan&Sand technology uses optical scanning and custom, physics-informed A.I.-driven software to support industrial robotic arms mounted on a gantry and equipped with an abrasive tool. Based on initial estimates, Scan&Sand will increase productivity by completing a part in less than four hours, giving GKN Aerospace’s production a boost by a factor of three or four. In addition, automation has the potential to significantly reduce its scrap, repair, and rework costs associated with sanding, which can reach $5 million yearly.
While Otto Motors builds its AMRs to offer customers the best total cost of ownership, longest life, and highest uptime, its real power lies in its software. The technology behind Rendall’s description is appealing: The fleet management software is one of the biggest reasons why customers choose Otto over its competitors, he said. “It’s the fleet management software that interfaces your AMR fleet into your manufacturing execution system, your SCADA system, your PLC network,” he said. “It is what gives you seamless, end-to-end integration and handoff of materials from a piece of processing equipment to a material transport solution like ours.”
GE Plans to Form Three Public Companies Focused on Growth Sectors of Aviation, Healthcare, and Energy
GE Aviation, GE Healthcare, and the combined GE Renewable Energy, GE Power, and GE Digital businesses to become three industry-leading, global, investment-grade public companies