テーマセッション

テーマ4-Ⅰ「塑性加工における人工知能（AI）の活用」

Sat. Nov 19, 2022 2:50 PM - 4:30 PM 第4会場

座長:松本良

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2:50 PM - 3:10 PM

[426] Activities utilizing IoT in the crankshaft forging line

*中村公香¹, 松苗宏樹², 藤川真一郎³, 田中圭⁴, 渡邊敦夫⁵, 森康貴⁶ (1.日産自動車, 2.日産自動車, 3.日産自動車, 4.日産自動車, 5.日産自動車, 6.日産自動車)

3:10 PM - 3:30 PM

[427] Modeling of Neural Network for Improving Forming Accuracy of Axisymmetric Shapes in Incremental Forming

大津雅亮¹, *鈴川紘生² (1.福井大, 2.福井大・院)

3:30 PM - 3:50 PM

[428] Generation of Tool Path Using Neural Networks with Material Properties in Incremental Forming

大津雅亮¹, *栗田悠樹² (1.福井大, 2.福井大・院)

3:50 PM - 4:10 PM

[429] Generation of Tool Paths for Regular Polygonal Pyramid Shapes in Incremental Forming Using Neural Networks

大津雅亮¹, *小澤舜² (1.福井大, 2.福井大・院)

4:10 PM - 4:30 PM

[430] Generation of tool path for axisymmetric shapes by neural network using three-dimensional shape data in incremental forming

*大津雅亮¹, 吉田慎太郎² (1.福井大, 2.福井大・院)

テーマセッション

テーマ4-Ⅱ「塑性加工における人工知能（AI）の活用」

Sat. Nov 19, 2022 4:40 PM - 6:00 PM 第4会場

座長:大津雅亮

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4:40 PM - 5:00 PM

[431] Identification of Parameters of Anisotropic Yield Function Using Neural Network

*千田涼生¹, 蔦森秀夫², 西脇武志³, 谷口智⁴ (1.大同大・院, 2.大同大, 3.大同大, 4.名古屋市工研)

5:00 PM - 5:20 PM

[432] Identification of Flow Stresses in Notched Round Bar Tension Specimens with Strain Rate Dependence Using Machine Learning.

*大谷友希¹, 蔦森秀夫², 西脇武志³, 谷口智⁴ (1.大同大・院, 2.大同大, 3.大同大, 4.名古屋市工研)

5:20 PM - 5:40 PM

[433] Identification of Flow Stress Curve of Sheet Metal with Auto-pilot Numerical Simulation of Hardness Test

*沓掛あすか¹, 吉田佳典², 小栗理史³ (1.島根大, 2.岐阜大, 3.岐阜大・院)

5:40 PM - 6:00 PM

[434] Automatic Identification of Critical Damage Value of Sheet Metal with Inverse Analysis of Shearing Process with Optimization Method Based on Machine Learning

*吉田佳典¹, 沓掛あすか², 小栗理史³ (1.岐阜大, 2.島根大, 3.岐阜大・院)

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テーマセッション » テーマセッション４「塑性加工における人工知能（AI）の活用」