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Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Methodologies for failure assessment frequently rely on historical failure modes, causes, and recommendations for prevention. Meanwhile, there are growing databases of narrative-based lessons that are under-utilized due ...
Learning From Accident Reports Using Language Models: Human Errors and Error Mechanisms in Aviation and Railway Accidents
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. New paradigms for human–machine interaction are essential to enabling emerging concepts for aviation operations—from remote pilots to multivehicle operations. With the novelty of these arrangements and the resulting ...
An Analysis of Modularity as a Design Rule Using Network Theory
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Increasing the modularity of system architectures is generally accepted as a good design principle in engineering. In this paper, we explore whether modularity comes at the expense of robustness. To that end, we model three ...
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