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Crash test for lightweight 4-seater solar cars

Researchers at the University of Bologna carried out crash simulations to qualify a novel solar powered 350 kg passenger vehicle for the next edition of the 3,000 km Bridgestone World Solar Challenge (BWSC) across the Australian continent. ....

South Africa , United States , Giangiacomo Minaktold , Onda Solare , University Of Bologna , Italian National Center , Bridgestone World Solar Challenge , Italian Onda Solare , Challenger Class , Cruiser Class , Solar Challenge , Lumen European Solar Challenge , Sustainable Mobility , Finite Element Method , Carbon Fiber Reinforced Plastic , Sasol Solar Challenge , Lumen European Solar ,

"Online distortion simulation using generative machine learning models:" by Haochen Mu, Fengyang He et al.

In the era of Industry 4.0 and smart manufacturing, Wire Arc Additive Manufacturing (WAAM) stands at the forefront, driving a paradigm shift towards automated, digitalized production. However, online simulation remains a technical barrier toward building a Digital Twin (DT) for metallic AM due to the prolonged computing time of numerical simulations and limitations in accuracy of current data-driven models. This study addresses these issues by introducing an adaptive online simulation model for predicting distortion fields, utilizing a diffusion model architecture for distortion process modelling with a Vector Quantized Variational AutoEncoder coupled with Generative Adversarial Network (VQVAE-GAN) backbone for spatial feature extraction, complemented by a Recurrent Neural Network (RNN) for time-scale result fusion. Pretrained offline with Finite Element Method (FEM) simulated distortion fields, the model successfully predicts distortion fields online using laser-scanned point clouds d ....

Generative Adversarial Network , Artificial Neural Networks , Recurrent Neural Network , Wire Arc Additive Manufacturing , Digital Twin , Vector Quantized Variational Autoencoder , Finite Element Method , Root Mean Square Error , Em Simulation , Etallic Am , Hysics Informed Ml ,

Revolutionizing Construction: Fischer's Innovative Digital Solutions

Revolutionizing Construction: Fischer's Innovative Digital Solutions
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Baden Wüberg , Black Forest , Mayank Kalra , Digital Solutions , Electronic Solutions , Group Of Companies , Managing Director , Construction Monitoring , Information Modelling , Field Support , Fixperience Online Suite , Finite Element Method , Application Engineers , Construction Engineering Gmbh ,