Deep learning for smart manufacturing: Methods and applications

• Development of industrial Artificial-Intelligence systems in production environments: A Delphi study on benefits, issues, risks, and mitigation strategies

  2026 Journal of Systems and Software article Decision Sciences Impact of AI and Big Data on Business and Society Open access

  0

  citations
• AI Management Model for Production

  2023 conference-paper Decision Sciences Impact of AI and Big Data on Business and Society Open access

  1

  citations
• Deep reinforcement learning for the optimized operation of large amounts of distributed renewable energy assets

  2022 Energy and AI article Engineering Smart Grid Energy Management Open access

  18

  citations
• Benchmarking of hyperparameter optimization techniques for machine learning applications in production

  2022 Advances in Industrial and Manufacturing Engineering article Computer Science Machine Learning and Data Classification Open access

  10

  citations
• Applied Machine Learning for Production Planning and Control: Overview and Potentials

  2022 IFAC-PapersOnLine article Engineering Scheduling and Optimization Algorithms Open access

  7

  citations
• A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards

  2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

  71

  citations
• Deep Learning and Conventional Machine Learning for Image-Based in-Situ Fault Detection During Laser Welding: A Comparative Study

  2021 Preprints.org preprint Engineering Industrial Vision Systems and Defect Detection Open access

  4

  citations
• Evolution and future of manufacturing systems

  2021 CIRP Annals article Engineering Digital Transformation in Industry Open access

  289

  citations
• Identifying and Analyzing Data Model Requirements and Technology Potentials of Machine Learning Systems in the Manufacturing Industry of the Future

  2020 International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) conference-paper Engineering Digital Transformation in Industry

  7

  citations
• Identification and Characterization of Challenges in the Future of Manufacturing for the Application of Machine Learning

  2020 International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) conference-paper Engineering Digital Transformation in Industry

  8

  citations
• Construction of small sets of reference images for feature descriptors fitting and their use in the multiclassification of parts in industry

  2020 The International Journal of Advanced Manufacturing Technology article Engineering Industrial Vision Systems and Defect Detection

  2

  citations

11 results