Vol. 4 No. 2 (2024): African Journal of Artificial Intelligence and Sustainable Development
Articles

The Impact of Natural Language Processing on Streamlined Operations in American Aerospace Manufacturing: Enhancing Productivity

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  • Dr. Aïsha Diallo
Dr. Aïsha Diallo
Associate Professor of Computer Science, Cheikh Anta Diop University, Senegal

Published 12-08-2024

Keywords

  • Natural Language Processing,
  • Aerospace Manufacturing
Creative Commons License

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

How to Cite

[1]
Dr. Aïsha Diallo, “The Impact of Natural Language Processing on Streamlined Operations in American Aerospace Manufacturing: Enhancing Productivity”, African J. of Artificial Int. and Sust. Dev., vol. 4, no. 2, pp. 232–252, Aug. 2024, Accessed: Dec. 22, 2024. [Online]. Available: https://africansciencegroup.com/index.php/AJAISD/article/view/162

Abstract

The impact of the COVID-19 pandemic, extreme weather events, international conflicts, and global trade tensions have combined to present America's aerospace manufacturing supply chains with unprecedented challenges. Aerospace customers are demanding greater efforts to safeguard, align, and seek new sources for material, parts, subassemblies, and assemblies as supply chains worldwide have eroded due to various geopolitical, weather, and pandemic causes. A serious shortage of workforce talent on the shop floor level has occurred, a critical issue due to the unique skill requirements in the aerospace manufacturing industry. Shop floor talent is crucial to the successful operational performance of manufacturing businesses. Natural Language Processing (NLP) is a form of AI that affords many opportunities to improve workforce performance and retention. Productivity implications for U.S. aerospace manufacturing are profound.

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References

  1. Sengottaiyan, Krishnamoorthy, and Manojdeep Singh Jasrotia. "Relocation of Manufacturing Lines-A Structured Approach for Success." International Journal of Science and Research (IJSR) 13.6 (2024): 1176-1181.
  2. Gayam, Swaroop Reddy. "Artificial Intelligence for Natural Language Processing: Techniques for Sentiment Analysis, Language Translation, and Conversational Agents." Journal of Artificial Intelligence Research and Applications 1.1 (2021): 175-216.
  3. Nimmagadda, Venkata Siva Prakash. "Artificial Intelligence for Compliance and Regulatory Reporting in Banking: Advanced Techniques, Models, and Real-World Applications." Journal of Bioinformatics and Artificial Intelligence 1.1 (2021): 151-189.
  4. Putha, Sudharshan. "AI-Driven Natural Language Processing for Voice-Activated Vehicle Control and Infotainment Systems." Journal of Artificial Intelligence Research and Applications 2.1 (2022): 255-295.
  5. Sahu, Mohit Kumar. "Machine Learning Algorithms for Personalized Financial Services and Customer Engagement: Techniques, Models, and Real-World Case Studies." Distributed Learning and Broad Applications in Scientific Research 6 (2020): 272-313.
  6. Kasaraneni, Bhavani Prasad. "Advanced Machine Learning Models for Risk-Based Pricing in Health Insurance: Techniques and Applications." Australian Journal of Machine Learning Research & Applications 1.1 (2021): 170-207.
  7. Kondapaka, Krishna Kanth. "Advanced Artificial Intelligence Models for Predictive Analytics in Insurance: Techniques, Applications, and Real-World Case Studies." Australian Journal of Machine Learning Research & Applications 1.1 (2021): 244-290.
  8. Kasaraneni, Ramana Kumar. "AI-Enhanced Pharmacoeconomics: Evaluating Cost-Effectiveness and Budget Impact of New Pharmaceuticals." Australian Journal of Machine Learning Research & Applications 1.1 (2021): 291-327.
  9. Pattyam, Sandeep Pushyamitra. "AI-Driven Data Science for Environmental Monitoring: Techniques for Data Collection, Analysis, and Predictive Modeling." Australian Journal of Machine Learning Research & Applications 1.1 (2021): 132-169.
  10. Kuna, Siva Sarana. "Reinforcement Learning for Optimizing Insurance Portfolio Management." African Journal of Artificial Intelligence and Sustainable Development 2.2 (2022): 289-334.
  11. Gayam, Swaroop Reddy, Ramswaroop Reddy Yellu, and Praveen Thuniki. "Artificial Intelligence for Real-Time Predictive Analytics: Advanced Algorithms and Applications in Dynamic Data Environments." Distributed Learning and Broad Applications in Scientific Research 7 (2021): 18-37.
  12. Nimmagadda, Venkata Siva Prakash. "Artificial Intelligence for Customer Behavior Analysis in Insurance: Advanced Models, Techniques, and Real-World Applications." Journal of AI in Healthcare and Medicine 2.1 (2022): 227-263.
  13. Putha, Sudharshan. "AI-Driven Personalization in E-Commerce: Enhancing Customer Experience and Sales through Advanced Data Analytics." Journal of Bioinformatics and Artificial Intelligence 1.1 (2021): 225-271.
  14. Sahu, Mohit Kumar. "Machine Learning for Personalized Insurance Products: Advanced Techniques, Models, and Real-World Applications." African Journal of Artificial Intelligence and Sustainable Development 1.1 (2021): 60-99.
  15. Kasaraneni, Bhavani Prasad. "AI-Driven Approaches for Fraud Prevention in Health Insurance: Techniques, Models, and Case Studies." African Journal of Artificial Intelligence and Sustainable Development 1.1 (2021): 136-180.
  16. Kondapaka, Krishna Kanth. "Advanced Artificial Intelligence Techniques for Demand Forecasting in Retail Supply Chains: Models, Applications, and Real-World Case Studies." African Journal of Artificial Intelligence and Sustainable Development 1.1 (2021): 180-218.
  17. Kasaraneni, Ramana Kumar. "AI-Enhanced Portfolio Optimization: Balancing Risk and Return with Machine Learning Models." African Journal of Artificial Intelligence and Sustainable Development 1.1 (2021): 219-265.
  18. Pattyam, Sandeep Pushyamitra. "AI-Driven Financial Market Analysis: Advanced Techniques for Stock Price Prediction, Risk Management, and Automated Trading." African Journal of Artificial Intelligence and Sustainable Development 1.1 (2021): 100-135.
  19. Kuna, Siva Sarana. "The Impact of AI on Actuarial Science in the Insurance Industry." Journal of Artificial Intelligence Research and Applications 2.2 (2022): 451-493.
  20. Nimmagadda, Venkata Siva Prakash. "Artificial Intelligence for Dynamic Pricing in Insurance: Advanced Techniques, Models, and Real-World Application." Hong Kong Journal of AI and Medicine 4.1 (2024): 258-297.
  21. Selvaraj, Akila, Praveen Sivathapandi, and Deepak Venkatachalam. "Artificial Intelligence-Enhanced Telematics Systems for Real-Time Driver Behaviour Analysis and Accident Prevention in Modern Vehicles." Journal of Artificial Intelligence Research 3.1 (2023): 198-239.
  22. Paul, Debasish, Gowrisankar Krishnamoorthy, and Sharmila Ramasundaram Sudharsanam. "Platform Engineering for Continuous Integration in Enterprise Cloud Environments: A Case Study Approach." Journal of Science & Technology 2.3 (2021): 179-214.
  23. Namperumal, Gunaseelan, Akila Selvaraj, and Priya Ranjan Parida. "Optimizing Talent Management in Cloud-Based HCM Systems: Leveraging Machine Learning for Personalized Employee Development Programs." Journal of Science & Technology 3.6 (2022): 1-42.
  24. Soundarapandiyan, Rajalakshmi, Priya Ranjan Parida, and Yeswanth Surampudi. "Comprehensive Cybersecurity Framework for Connected Vehicles: Securing Vehicle-to-Everything (V2X) Communication Against Emerging Threats in the Automotive Industry." Cybersecurity and Network Defense Research 3.2 (2023): 1-41.
  25. Sivathapandi, Praveen, Debasish Paul, and Akila Selvaraj. "AI-Generated Synthetic Data for Stress Testing Financial Systems: A Machine Learning Approach to Scenario Analysis and Risk Management." Journal of Artificial Intelligence Research 2.1 (2022): 246-287.
  26. Sudharsanam, Sharmila Ramasundaram, Deepak Venkatachalam, and Debasish Paul. "Securing AI/ML Operations in Multi-Cloud Environments: Best Practices for Data Privacy, Model Integrity, and Regulatory Compliance." Journal of Science & Technology 3.4 (2022): 52-87.

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