Slide 1: Predictive maintenance at LACROIX Electronics
Predictive maintenance at LACROIX Electronics 1
Slide 2: Predictive maintenance of reflow oven installed in Lacroix facilities
Predictive maintenance of reflow oven installed in Lacroix facilities Oven fan monitoring using Machine Learning on STM32L4 Anomaly detection running on STM32 NanoEdge AI library powered by ST Partner: Cartesiam 2
Slide 3: Learning & Inference at the Edge
LEARNING & INFERENCE AT THE EDGE Create best Machine Learning Embed your library inside your Learn and infer at different edges library for each STM32 project main microcontroller program with the same library 1 Semi-supervised Learning No deep Data Science Customized for optimal performance experti
Slide 4: Classify anomalies using Neural Networks on STM32
Classify anomalies using Neural Networks on STM32 Train Neural Network using Convert NN into Run on optimized runtime any major AI frameworks optimized code run-time And more Learn more on Neural Networks and STM32 4
Slide 5: AI Solutions on STM32
AI Solutions on STM32 A full development ecosystem to create your AI application AI extension for STM32CubeMX Person presence to map pre-trained Neural detection Networks FP-AI-VISION1 Food classification STM32 Community with People activity dedicated Neural Networks topic recognition and AI expert
Slide 6: FP-AI-NANOEDG1 code example on STWIN
FP-AI-NANOEDG1 code example on STWIN Get straight to proof-of-concept with full anomaly detection system without deep Data Science knowledge Collect dataset from Generate free Integrate and Install on Incremental learning Monitor anomalies industrial-grade ML library deploy premise on-target on-targ
Slide 7: STM32 solutions for AI: Leverage the power of Edge AI
STM32 solutions for AI Leverage the power of Edge AI Powerful ecosystem Visit st.com/stm32cubeai ST AI Expert team AI co-development partnerships ST AI Expert team Contact us at edge.ai@st.com Meet our expert partners Visit Cartesiam partner web page 7
Slide 8: To learn more about the solution
To learn more about the solution Chat online with Edge AI experts during ST Live Days (Nov. 19th) • Miguel Castro • Raphael Apfeldorfer • Stephane Henry 8
Slide 9: Thank you
Thank you © STMicroelectronics - All rights reserved. ST logo is a trademark or a registered trademark of STMicroelectronics International NV or its affiliates in the EU and/or other countries. For additional information about ST trademarks, please refer to www.st.com/trademarks. All other product o