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This research examines the role of artificial intelligence and control systems in modern manufacturing technologies while identifying existing knowledge gaps.

July 23, 2026Future InternetOpen Access

Artificial Intelligence and Control Systems for Industry 4.0 and 5.0: Recent Advances, Knowledge Gaps, and Future Research Directions

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This research examines the role of artificial intelligence and control systems in modern manufacturing technologies while identifying existing knowledge gaps.
Review of recent literature on artificial intelligence and control systems in Industry 4.0 and 5.0
Analysis of case studies involving industrial IoT and digital twins
Identification of future research directions based on current trends and gaps.
Increased implementation of cyber-physical production systems reported
Significant advancements in artificial intelligence applications noted
Emerging knowledge gaps identified, requiring focused future research efforts.

Implication

Recent advances in AI and control systems reshape manufacturing, highlighting knowledge gaps and future needs.

Abstract

Artificial intelligence, control systems, industrial IoT, digital twins, and cyber–physical production systems are reshaping the technological foundations of advanced manufacturing [...]

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Cite This Study

Pereira et al. (2026) studied this question.

synapsesocial.com/papers/6a61afe0faa9903c5116a9b4 https://doi.org/10.3390/fi18070380

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Implication

Recent advances in AI and control systems reshape manufacturing, highlighting knowledge gaps and future needs.

Abstract

Artificial intelligence, control systems, industrial IoT, digital twins, and cyber–physical production systems are reshaping the technological foundations of advanced manufacturing [...]

Artificial Intelligence and Control Systems for Industry 4.0 and 5.0: Recent Advances, Knowledge Gaps, and Future Research Directions

Key Points

Implication

Abstract

Discussion

Cite This Study

Artificial Intelligence and Control Systems for Industry 4.0 and 5.0: Recent Advances, Knowledge Gaps, and Future Research Directions

Key Points

Implication

Abstract

Discussion

Cite This Study

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