A laboratory setting with a robotic arm interacting with test tubes that have various colored caps, arranged on a tray. The background has a blurred effect, creating a focus on the equipment.
A laboratory setting with a robotic arm interacting with test tubes that have various colored caps, arranged on a tray. The background has a blurred effect, creating a focus on the equipment.

An Intelligent Reliability Analysis Platform: A GPT-4-based assistant system will be developed to support automated classification, reasoning, and report generation for fault data, significantly increasing automation in reliability testing.Faster and Better Engineering Decision-Making: The model can quickly identify critical issues within large datasets, generate standardized reports, and reduce the time needed for manual analysis, thereby accelerating design iteration cycles.Demonstrated Industrial Use of LLMs: The study will validate the capacity of large language models to process complex engineering datasets and fuse natural language understanding with technical reasoning, promoting their trustworthy application in testing workflows.

Data Insights

Gathering and analyzing real-world reliability testing and environmental data.

Three scientists in lab coats are engaged in examining a tablet device. Two of them are wearing safety glasses and all are wearing blue gloves. They appear to be focused and in discussion, possibly analyzing data or conducting research.
Three scientists in lab coats are engaged in examining a tablet device. Two of them are wearing safety glasses and all are wearing blue gloves. They appear to be focused and in discussion, possibly analyzing data or conducting research.
A laboratory setting featuring advanced equipment, including a white Rephile machine with digital controls and various attachments. In the background, there are large lab cabinets and ventilation hoods, with a bright, well-lit environment.
A laboratory setting featuring advanced equipment, including a white Rephile machine with digital controls and various attachments. In the background, there are large lab cabinets and ventilation hoods, with a bright, well-lit environment.
A Keithley data acquisition and multimeter system placed on a table. The device features a large screen with surrounding control buttons and various input ports. The background is softly blurred, suggesting an office or laboratory environment, with circular lights visible.
A Keithley data acquisition and multimeter system placed on a table. The device features a large screen with surrounding control buttons and various input ports. The background is softly blurred, suggesting an office or laboratory environment, with circular lights visible.
A person is using a Dell laptop, sitting on a textured carpeted floor. The individual is wearing ripped jeans and a dark jacket. The laptop screen displays an online form or questionnaire with options to select regarding gender and other information.
A person is using a Dell laptop, sitting on a textured carpeted floor. The individual is wearing ripped jeans and a dark jacket. The laptop screen displays an online form or questionnaire with options to select regarding gender and other information.
Testing

Reliable data collection for engineering assessments.

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