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From Artificial Intelligence to Explainable Artificial Intelligence in Industry 4.0: A Survey on What, How, and Where

📅 Published: January 27, 2022 👤 Imran Ahmed, Gwanggil Jeon, Francesco Piccialli 📖 IEEE Transactions on Industrial Informatics 📊 775 citations
AI-Generated Summary

Nowadays, Industry 4.0 can be considered a reality, a paradigm integrating modern technologies and innovations. Then, we present an in-depth investigation of the main methods used in the literature: we also provide the details of what, how, why, and where these methods have been applied for Industry 4.0.

⚡ This is an original paraphrased summary — not copied from the abstract. Full paper available at the source link below.

Key Findings
  • 1 Artificial intelligence (AI) can be considered the leading component of the industrial transformation enabling intelligent machines to execute tasks autonomously such as self-monitoring, interpretation, diagnosis, and analysis.
  • 2 AI-based methodologies (especially machine learning and deep learning support manufacturers and industries in predicting their maintenance needs and reducing downtime.
  • 3 Explainable artificial intelligence (XAI) studies and designs approaches, algorithms and tools producing human-understandable explanations of AI-based systems information and decisions.
Why It Matters

This research advances how AI systems learn, reason, and solve problems — with direct implications for automation and scientific discovery.

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Article Details
Source OpenAlex
Category 🤖 Artificial Intelligence
Published Jan 27, 2022
Journal IEEE Transactions on Industrial Informatics
DOI 10.1109/tii.2022.3146552
Citations 775
Authors Imran Ahmed, Gwanggil Jeon, Francesco Piccialli