October 2025
Intermediate to advanced
448 pages
12h 21m
English
book
Artificial Intelligence Applications in Aeronautical and Aerospace Engineering
by K. Sathish Kumar, R. Naren Shankar
Content preview from Artificial Intelligence Applications in Aeronautical and Aerospace Engineering
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4Deep Learning Based Secure Predictive Maintenance Framework for Industrial Maintenance Using Autonomous Drones
Sharanya S.1*, Karthikeyan S.2, Prabhakar E.3 and Manirao Ramachandrarao4
1 Department of Data Science and Business Systems, SRM Institute of Science and Technology, Kattankulathur, India
2 Department of Aerospace Engineering, B S Abdur Rahman Crescent Institute of Science and Technology, Vandalur, India
3 Department of Computer Science and Engineering, Nandha College of Technology, Erode, India
4 Aviation Engineering, Centre of Excellence for Applied Research and Training, Higher Colleges of Technology, Abu Dhabi, United Arab Emirates
Abstract
Deployment of drones in Industry 4.0 is still in the stage of infancy. Though drones are predominantly used in civil and military applications, they possess a much wider scope in the surveillance and maintenance sector of manufacturing industries. A change in the notion of industrial maintenance from preventive to predictive is achieved by leveraging cutting-edge computing technologies like Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL). The previous era of industrial revolution witnessed preventive maintenance which calls for pre-scheduled maintenance activity that induced forced frequent maintenance. To alleviate this issue, industries began to adopt predictive maintenance which is often augmented with some marvels of engineering innovation. The pivotal objective of this chapter is to design ...
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