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Eliciting Attribute-Level User Needs From Online Reviews With Deep Language Models and Information Extraction
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Eliciting user needs for individual components and features of a product or a service on a large scale is a key requirement for innovative design. Synthesizing data as an initial discovery phase of a design process is ...
Attribute-Sentiment-Guided Summarization of User Opinions From Online Reviews
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Eliciting informative user opinions from online reviews is a key success factor for innovative product design and development. The unstructured, noisy, and verbose nature of user reviews, however, often complicate large-scale ...
Design Knowledge as Attention Emphasizer in Large Language Model-Based Sentiment Analysis
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Aspect-based sentiment analysis (ABSA) enables a systematic identification of user opinions on particular aspects, thus improving the idea creation process in the initial stages of a product/service design. Large language ...
Uniformity Analysis in Different Flow Field Configurations of Proton Exchange Membrane Fuel Cell
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Knowledge of the distributions of various properties within a proton exchange membrane (PEM) fuel cell is a prerequisite for the improvement of cell performance, stability, and durability. In this paper, statistical tools ...
Numerical Analysis of Flow Fields and Temperature Fields in a Regenerative Heating Furnace for Steel Pipes
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In the production process of large-diameter seamless steel pipes, the blank heating quality before roll piercing has an important effect on whether subsequently conforming piping is produced. Obtaining accurate pipe blank ...
Comparative Study of Typical Electromagnetic Heating Methods in Welded Pipe: Induction Heating Versus Contact Heating
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Typical electromagnetic heating techniques include induction heating (IH) and contact heating (CH). The study of these techniques in welding has always been a controversial topic owing to the lack of straightforward ...
Study on Electromagnetic Heating Process of Wind Power Gear: Temperature Morphology and Evolution
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: As a key component of wind turbine, the surface strengthening treatment of wind turbine gear is crucial to enhance its performance and service life. In the process of tooth-by-tooth induction heating, clear temperature ...
Simulation and Analysis of Residual Stress and Microstructure Transformation for Post Weld Heat Treatment of a Welded Pipe
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: With the characteristics of the sandglassshaped temperature field generated during welding of highfrequency induction longitudinally welded pipe taken into consideration, this paper focuses on the rules of influence of a ...
Numerical Analysis of Microstructure and Residual Stress in the Weld Zone of Multiwire Submerged Arc Welding
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: As oil and gas pipelines develop toward large throughput and high pressure, more and more attention has been paid to welding quality of oil pipelines. Submerged arc welding is widely applied in manufacturing of large-diameter ...
Numerical Analysis of Temperature Fields and Thermal Stress Fields in Heating Process of Large-Diameter Seamless Steel Pipe Blanks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In the piercing process of large-diameter seamless steel pipe blanks after heating, severe lateral cracks easily occur on the surface of pierced pipe blanks owing to the effects of the large temperature difference and ...