Quality and time to market are the two main drivers for this business. These complex machines are critical for producing integrated circuits or chips. Scalability of computations with GPUs, multi-GPUs, or on the cloudĪSML is the world's leading manufacturer of lithography systems for the semiconductor industry.Interoperability with other deep learning frameworks through importers and ONNX™ converter for collaboration in the AI ecosystem.Use of transfer learning and wavelet analysis for radar target and ECG classification.Use of signal preprocessing techniques and apps to improve the accuracy of predictive models.The talk also shows how MATLAB covers other key elements of the AI workflow: You will see demonstrations of advanced signal and audio processing techniques such as automated feature extraction using wavelet scattering and expanded support for ground truth labelling. In this talk, you will learn how MATLAB ® empowers engineers and scientists to apply deep learning beyond the well-established vision applications. Ronald Grootelaar of 3T discusses a high-speed sensorless brushless DC motor drive running a field-oriented control algorithm at 50 kHz and a solenoid actuator control loop suppressing machine frame vibrations.ĭeveloping predictive models for signal, time-series, and text data using artificial intelligence (AI) techniques is growing in popularity across a variety of applications and industries, including speech classification, radar target classification, physiological signal recognition, and sentiment analysis. This talk focuses on PEPPER applications developed and deployed using MathWorks SoC design flows including C and HDL code generation. The complete control loop is closed in a multidisciplinary simulation environment to rapidly develop control algorithms without the need for physical hardware and prove feasibility early in the design phase. Applications for both platforms are modelled in MATLAB ® and Simulink ®, including power electronics and plant dynamics. PEPPER provides increased power density and bandwidth. VIPER is a cost-efficient solution for most power control applications. These platforms are used to kick-start customer projects and reduce development cost and time to market. Together with the MINT system-on-chip (SoC) platform they can be used for a wide range of applications. 3T has developed scalable amplifier platforms called VIPER and PEPPER. Products and systems increasingly use advanced motor drives to control cars, pumps, medical equipment, robots, and industrial automation. This presentation will showcase how this approach leads to better products and services throughout the whole product lifecycle. The importance of a model-based engineering approach is key. This is achieved by establishing an enterprise-wide data acquisition and analytics platform. Another objective is to allow the services division to set up different customer-specific maintenance strategies based on real-time data collection from more than 100,000 machines in the field.Ĭonnecting colleagues, customers, and the supply chain using a single source of truth results in shorter manufacturing throughput times and improved workplace safety. One of their objectives is to enable thousands of sales engineers to do reliable performance simulations during customer engagements while interacting with customers. To reduce cost of ownership, they integrate simulation and data analytics from engineering to production, sales, and services. Atlas Copco is constantly looking for ways to improve their products and services throughout the whole product lifecycle of their machines in all aspects.
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