AI AND GEN AI COLLABORATION IN MANUFACTURING: SMART FACTORIES
DOI:
https://doi.org/10.34218/IJCET_16_01_144Keywords:
Smart Manufacturing, Artificial Intelligence, Generative AI, Industrial Automation, Digital TransformationAbstract
The integration of Artificial Intelligence (AI) and Generative AI (Gen AI) in smart manufacturing environments has revolutionized traditional production paradigms, transforming conventional facilities into highly efficient, data-driven operations. These advanced technologies enable comprehensive monitoring, predictive maintenance, quality control, and process optimization through sophisticated sensor networks and real-time analytics. The implementation of AI-driven systems has significantly enhanced operational efficiency, reduced maintenance costs, and improved product customization capabilities. Gen AI frameworks have introduced transformative capabilities in design optimization and production efficiency, enabling rapid prototyping and simulation of manufacturing scenarios. The combination of AI and Gen AI has established new benchmarks in resource utilization, energy efficiency, and quality control while maintaining robust security protocols. Through advanced communication protocols and scalable architectures, these systems demonstrate remarkable adaptability to evolving manufacturing demands. The integration also encompasses comprehensive maintenance protocols and documentation management, ensuring sustained operational excellence and systematic knowledge preservation for future technological advancements.
References
O. F. Bustinza, et al., "AI-enabled smart manufacturing boosts ecosystem value capture: The importance of servitization pathways within digital-intensive industries," 2024. Available: https://www.sciencedirect.com/science/article/pii/S0925527324002688
J. Ejdys, et al., "Generative AI in the Manufacturing Process: Theoretical Considerations," 2023, Available: https://www.researchgate.net/publication/376754456_Generative_AI_in_the_manufacturing_process_theoretical_considerations
Ripik Technology, "The Role of AI for Predictive Maintenance in Manufacturing Industry," 2024. Available: https://www.ripik.ai/ai-for-predictive-maintenance-in-manufacturing-industry/
A. Takyar, "Generative AI in manufacturing: Integration approaches, use cases and future outlook," Available: https://www.leewayhertz.com/generative-ai-for-manufacturing/
K. Xu, et al.,, "Advanced Data Collection and Analysis in Data-Driven Manufacturing Process," 2020. Available: https://cjme.springeropen.com/articles/10.1186/s10033-020-00459-x
A. Mishra, "Revolutionizing manufacturing: Integrating data engineering and GenAI," Available: https://fractal.ai/revolutionizing-manufacturing-integrating-data-engineering-and-genai/
Md. Noor-A-Rahim, et al., "Wireless Communications for Smart Manufacturing and Industrial IoT: Existing Technologies, 5G and Beyond," 2023. Available: https://www.mdpi.com/1424-8220/23/1/73
R. Lynn, et al., "Intelligent and Accessible Data Flow Architectures for Manufacturing System Optimization," 2015. Available: https://www.researchgate.net/publication/300569190_Intelligent_and_Accessible_Data_Flow_Architectures_for_Manufacturing_System_Optimization
A. Horobet, "Artificial Intelligence and Smart Manufacturing: An Analysis of Strategic and Performance Narratives," 2024. Available: https://www.researchgate.net/publication/380168496_Artificial_Intelligence_and_Smart_Manufacturing_An_Analysis_of_Strategic_and_Performance_Narratives
C. Cezarina, "A Review on Optimization of Manufacturing Process Performance," 2017. Available: https://www.researchgate.net/publication/317976266_A_Review_on_Optimization_of_Manufacturing_Process_Performance
F. Adamsky, M. Aubigny, F. Battisti, M. Carli, F. Cimorelli, T. Cruz, A. Di Giorgio, et al., "Integrated protection of industrial control systems from cyber-attacks: The ATENA approach," 2018. Available: https://www.sciencedirect.com/science/article/abs/pii/S1874548217301798
N. Tuptuk and S. Hailes, "Security of smart manufacturing systems," 2018. Available: https://www.researchgate.net/publication/325272808_Security_of_smart_manufacturing_systems
H. B. Jun, "A Review on the Advanced Maintenance Approach for Achieving the Zero-Defect Manufacturing System," 2022. Available: https://www.frontiersin.org/journals/manufacturing-technology/articles/10.3389/fmtec.2022.920900/full
S. Madakam, R. Ramaswamy, and S. Tripathi, "The Evolution of Manufacturing: A Comprehensive Analysis of Industry 4.0 and Its Frameworks," 2023. Available: https://www.emerald.com/insight/content/doi/10.1108/978-1-83753-060-120231019/full/html
G. Putnik, et al., "Scalability in manufacturing systems design and operation: State-of-the-art and future developments roadmap," 2013. Available: https://www.sciencedirect.com/science/article/abs/pii/S0007850613001923
Accenture, "Next Generation Manufacturing Systems Architecture Flexibility. Scalability. Intelligence," Available: https://www.accenture.com/content/dam/accenture/final/a-com-migration/pdf/pdf-171/accenture-mom-architecture.pdf
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Amandeep Singh Saini (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.