AI knowledge base
The true potential of data science, machine learning, and AI comes to life when technology meets human expertise and business know-how. Find out more on how we drive customer-centric AI innovation through blogs, e-books, podcasts, dedicated courses, and other resources prepared by AI practitioners and experts.
Digitalization and industrial AI: Powering the energy transition
by Peter Herweck
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How different AI solutions support sustainability
by Philippe Rambach
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Nobody should blindly trust AI. Here’s what we can do instead
by Philippe Rambach
Read moreUnlocking the ROI of AI: Strategies for successful AI implementation
by Philippe Rambach
Read more (in English only)Store, sell, or consume? AI-powered energy decisions for prosumers
by Philippe Rambach
Read more (in English only)How important is domain knowledge for AI and data science projects?
by Philippe Rambach
Read more (in English only)Business transformation towards sustainability: Embracing AI at scale
by Philippe Rambach
Read more (in English only)How artificial intelligence helps companies become more sustainable
by Peter Weckesser
Read more (in English only)Transforming your operations with artificial intelligence
by Helenio Gilabert
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Take advantage of our APIs, datasets, SDKs, and analytics offered by Schneider Electric and our partners.
Responsible and ethical AI
Ethics and compliance
The number one rule we apply when developing AI and data science is ethics and compliance in line with our Trust Charter. We leverage digital technologies for a sustainable future based on human-centered design with a "do no harm" oversight.
Learn more about ethics & complianceCybersecurity
As a technology provider and global manufacturer of solutions in energy management and automation, we take cybersecurity risks seriously and apply the highest standards of cybersecurity and data protection.
Learn more about cybersecurityOpen co-innovation
Co-innovation and partnerships are key to harness the power of AI and accelerate the AI journey. We provide an open ecosystem for technology partners in IoT energy management and automation solutions — Schneider Electric Exchange.
Learn more about Exchange
Discover other helpful training
Data and AI Governance | Privacy-Preserving Sharing of Industrial Maintenance Reports in Industry 4.0. | Fourth IEEE International Conference on Artificial Intelligence and Knowledge Engineering, Laguna Hills, United States, December 2021. |
Dependability Modelling | Combining First Principles and Machine Learning for Optimal Maintenance of Electrical Assets | CIGI QUALITA International Conference on Industrial Engineering and Quality, Grenoble, France, May 2021. |
Dependability Modelling | Accurate Thermal Monitoring by Sensor Embedded in Switchgear Bushing | 26th CIRED International Conference and Exhibition on Electricity Distribution, Geneva, Switzerland, September 2021 |
Dependability Modelling | Innovative Continuous Partial Discharge Monitoring for MV Substation | 26th CIRED International Conference and Exhibition on Electricity Distribution, Geneva, Switzerland, September 2021 |
Dependability Modelling | Compliance: Conquer the Rules for a Better Product. | IEEE International Conference on Technology, Engineering, Management for Societal Impact using Marketing, Entrepreneurship and Talent, Bangalore, India, December 2020. |
Machine Learning | Passage Retrieval on Structured Documents using Graph Attention Networks. | European Conference on Information Retrieval, Stavanger, Norway, April 2022. |
Machine Learning | A Pre-Screening Approach for Faster Bayesian Network Structure Learning | European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2022), Grenoble, France, September 2022. |
Machine Learning | Developing Light Weight Models that Run on Edge Devices for Detecting Anomalies and Events in Oil and Gas Extraction using Unsupervised Learning and Similarity Methods. | International Conference on Artificial Intelligence Trends and Pattern Recognition, Hyderabad, India, March 2022. |
Machine Learning | Passage Retrieval in Context: Experiments on Patents. | 17th French Information Retrieval Conference, Grenoble, France, 2021. |
Machine Learning | Neural Networks based Speed-Torque Estimators for Induction Motors and Performance Metrics. | IECON 46th Annual Conference of the IEEE Industrial Electronics Society, Singapore, October 2020. |
Optimization and Simulation | Data-Driven Modelling for HVAC Energy Flexibility Optimization. | IEEE Power and Energy Society Conference on Innovative Smart Grid Technologies, Novi Sad, Serbia, October 2022. |
Optimization and Simulation | IT Equipment Cooling Assessment and Metrics | IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, San Diego, United States, June 2022. |
Optimization and Simulation | Microgrid Digital Twin for Advanced Operation Services | 26th CIRED International Conference and Exhibition on Electricity Distribution, Geneva, Switzerland, September 2021. |
