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"Design of Compliant Nonlinear Torsional Springs Through Parametric Fin" by Yotsathorn Napawan

This paper presents the design and optimisation of compliant nonlinear torsional springs by parametric finite element analysis. The springs are created based on a single B-spline curve, which exhibits a compact, lightweight, and simpler design than existing works. The spring is created by a combination of computational finite element analysis methods and optimisation algorithms that analyse and optimise spring designs. The models and methodology of spring creation are presented with results. The constant-torque spring was able to outperform the generic constant spring design in some aspects as well as cosine-torque spring which perform an outstanding output in term of output accuracy. This thesis explores a new type of nonlinear torsional spring with advantages above generic nonlinear torsional spring as well as difficulties, limitations and recommendations of the spring design method used. ....

Compliant Mechanism , Torsional Spring , Design Optimization ,

"Optimum Design of Compliant Nonlinear Torsional Springs Through Parame" by Yotsathorn Napawan, Chin Hsing Kuo et al.

Torsional springs are often created by a single fundamental spring design despite the application differences. The limitation of the spring output is constrained by the low number of fundamental designs of the torsional spring in some aspects, such as manufacturing complexity and limited application. This also leads to limited in the design development of torsional spring. A new torsional spring design is introduced in this paper. B-spline-based torsional springs can provide lower manufacturing complexity compared to generic torsional spring designs. This paper introduces a methodology to create single B-spline torsional springs which can provide the desired spring output. The springs were created by a combination of mathematical and physical simulation tools. A B-spline curve is used to determine a spring shape, while the Genetic algorithm and Finite element analysis are used for design optimization and verification. The present method is used to create two spring types, including con ....

Compliant Mechanism , Design Optimization , Arametric Finite Element Analysis , Torsional Spring ,

Chip design with machine learning: A survey from an algorithm perspective

Chip design with machine learning: A survey from an algorithm perspective
techxplore.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from techxplore.com Daily Mail and Mail on Sunday newspapers.

Science China Information Sciences , Science China , Neural Networks Nns , Science China Press , Design Result Estimation , Design Optimization , Design Construction , Static Timing Analysis , Space Exploration , Gaussian Process , Multivariate Adaptive Regression Splines , Decision Tree , Random Forest , Neural Networks , Ensemble Learning , Bayesian Optimization ,

Altair Technology Conference Korea 2023 Successfully Concluded

Altair Technology Conference Korea 2023 Successfully Concluded ....

South Korea , Soult Ukpyolsi , Ming Zhou , Iseul Jeong , Monica Gould , Wonhyuk Lee , Yongyeon Kim , Asia Pacific , Jennifer Ristic , Blueshirt Group , Samsung Electronics , Lg Electronics , Conrad Hotel In Yeouido , Hyosung Heavy Industries , International Society For Structural , Altair Technology Conference Korea , Tire Technology Development , Hankook Tire Technology , Hanwha Aerospace , Hd Hyundai Heavy Industries , Conrad Hotel , Hyundai Motor , Heavy Industries , Hyosung Heavy , Digital Transformation , International Society ,

Altair Technology Conference Korea 2023 Successfully Concluded

Altair Technology Conference Korea 2023 Successfully Concluded
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South Korea , Soult Ukpyolsi , Iseul Jeong , Jennifer Ristic , Yongyeon Kim , Wonhyuk Lee , Asia Pacific , Ming Zhou , Monica Gould , Tire Technology Development , Hankook Tire Technology , Blueshirt Group , Hanwha Aerospace , International Society For Structural , Samsung Electronics , Conrad Hotel In Yeouido , Hyosung Heavy Industries , Altair Technology Conference Korea , Hd Hyundai Heavy Industries , Lg Electronics , Technology Conference Korea , Conrad Hotel , Hyundai Motor , Heavy Industries , Hyosung Heavy , Digital Transformation ,