An AIoT Architecture for Structural Testing: Application to a Real Aerospace Component (Embraer E2 Model Aircraft Flag Track) DOI Creative Commons
Pablo Venegas, Unai Virto, Isidro Calvo

et al.

Applied Sciences, Journal Year: 2025, Volume and Issue: 15(9), P. 4625 - 4625

Published: April 22, 2025

The AIoT paradigm, which combines AI with IoT, offers great advantages in manufacturing processes. However, its use aeronautical testing is still incipient, since this kind of test must ensure strict safety requirements. This study presents one architecture aimed at structurally applications that ease the integration techniques to interpret data obtained by wireless IoT devices. In addition, authors propose implementation guidelines for developers. presented approach was experimentally validated rigorous and standardized certification a real aerospace component, namely flag track component Embraer E2 model aircraft. Recorded magnitudes devices were compared using conventional technologies terms quality information compliance requirements regulations. order illustrate different architecture, ARIMA LSTM algorithms used analyze captured three sensors. results proved valid structural applications, achieving reduction cabling deployment time as well improving flexibility scalability. paves way introduce AI-based analyzing, either run-time off-line, means

Language: Английский

Smart Buildings Using Web of Things with .NET Core: A Framework for Inter-Device Connectivity and Secure Data Transfer DOI Creative Commons
Nazmi Ekren, Mehmet Sensoy, Tahir Çetin Akıncı

et al.

Information, Journal Year: 2025, Volume and Issue: 16(2), P. 123 - 123

Published: Feb. 8, 2025

The Internet of Things (IoT) is experiencing rapid growth, with an increasing number devices connected to the Internet. By 2020, approximately 54% 21.7 billion active internet-connected worldwide were IoT devices. This projected reach 30 by 2025, average four per person globally. use communication protocols, such as Bluetooth, Wi-Fi, and RFID, facilitate data exchange. However, absence standardized protocols reprogrammable architectures presents significant challenges for applications. Smart buildings, which heavily depend on technology, are particularly affected diversity standards used different Web (WoT) framework has been introduced address these challenges, enabling interoperability among heterogeneous enhancing system programmability. adoption necessitates more efficient integrated meet demands modern innovative building systems. study a WoT-based modular architecture designed ensure compatibility while providing scalable, flexible, secure solutions tailored current trends. In this study, Application Programming Interface (API) Worker Service developed using .NET Core technology WoT intelligent automation. integrates various subsystems, leveraging hardware seamless functionality. API facilitates device monitoring control, manages scheduling database operations. supports asynchronous employing HTTP WebSocket provides multi-user access role-based authorization. proposed automation was implemented evaluated, demonstrating its practical applicability effectiveness in managing complex, environments.

Language: Английский

Citations

0

An AIoT Architecture for Structural Testing: Application to a Real Aerospace Component (Embraer E2 Model Aircraft Flag Track) DOI Creative Commons
Pablo Venegas, Unai Virto, Isidro Calvo

et al.

Applied Sciences, Journal Year: 2025, Volume and Issue: 15(9), P. 4625 - 4625

Published: April 22, 2025

The AIoT paradigm, which combines AI with IoT, offers great advantages in manufacturing processes. However, its use aeronautical testing is still incipient, since this kind of test must ensure strict safety requirements. This study presents one architecture aimed at structurally applications that ease the integration techniques to interpret data obtained by wireless IoT devices. In addition, authors propose implementation guidelines for developers. presented approach was experimentally validated rigorous and standardized certification a real aerospace component, namely flag track component Embraer E2 model aircraft. Recorded magnitudes devices were compared using conventional technologies terms quality information compliance requirements regulations. order illustrate different architecture, ARIMA LSTM algorithms used analyze captured three sensors. results proved valid structural applications, achieving reduction cabling deployment time as well improving flexibility scalability. paves way introduce AI-based analyzing, either run-time off-line, means

Language: Английский

Citations

0