Risk Mitigation of a Heritage Bridge Using Noninvasive Sensors by Ricky W. K. Chan, Takahiro Iwata

“…Drawing on insights gained from the case study, the article proposes a six-phase Incident Response Framework tailored for heritage bridge management. This comprehensive framework incorporates remote sensing technologies for incident detection, digital twin-based structural assessment, damage containment and mitigation protocols, recovery planning, and documentation to prevent recurrence—thus supporting the long-term preservation and functionality of heritage bridge assets.…”
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Blockchain Integration in Agriculture for Transparent Farm-to-Fork Supply Chains: Leveraging IoT and Decentralized Identity for Enhanced Traceability and Security by Soy Aakansha, Balkrishna Sutar Manisha

“…The main agricultural research problem addressed by this study involves the supply chain transparency inadequacies and operational inefficiencies that stem from data verification problems and trust issues as well as real-time monitoring limitations. …”
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Biomimicry as a decision-making methodology in condition monitoring by Hariom Dhungana

“…In maintenance engineering, effective decision-making is critical to ensuring system reliability and operational efficiency. Modern industrial systems are monitored by a multitude of sensors that generate large volumes of data. …”
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Tower Frequency Monitoring Solution and Implementation for Wind Turbine Generator Systems by LIU Jinrui, GUO Yanyifu

“…The conclusion points out that the tower frequency monitoring solution proposed in this paper helps improve the structural health monitoring level of WTGSs and ensure the safe operation of wind power systems. The study findings provide technical support for the health management of WTGSs, which is of great significance for promoting the advancement of wind power technology and contributing to the fulfillment of the "dual carbon" goals.…”
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Digital Twins by Physical Education Teaching Practice in Visual Sensing Training System by Xinran Liu, Ji Jiang

“…This process has completed the design of a feasible and accurate platform for information collection and processing, which is convenient for managers and educators to comprehensively and scientifically master and manage the physical level and training of college students. …”
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Pan-scan for trauma patients at the emergency department by Yan Lin Shannen See, Chee Yun Eunice Chan, Shiun-Hwa Chantal Lim, Juinn Huar Kam, Jen Heng Pek, Hui En Hannah Ang

“…We aimed to describe the utilisation of pan-scan in trauma patients in the Emergency Department (ED) of a level 2 trauma centre for detection of clinically significant injuries and their subsequent management. …”
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Early Fault Diagnosis and Prediction of Marine Large-Capacity Batteries Based on Real Data by Yifan Liu, Huabiao Jin, Xiangguo Yang, Telu Tang, Qijia Song, Yuelin Chen, Lin Liu, Shoude Jiang

“…This study examines the fault alarm system of marine battery management systems in conjunction with the unique operating conditions of ships, focusing on the system’s latency. …”
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Large language models for PHM: a review of optimization techniques and applications by Tingyi Yu, Junya Tang, Qingyun Yu, Li Li, Ying Liu, Raul Poler

“…In this review, we aim to summarize the challenges, key technologies, current status, and future directions of LLM in Prognostics and Health Management(PHM). First, this review introduces deep learning for PHM. …”
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Enhancing breast cancer prediction through stacking ensemble and deep learning integration by Fatih Gurcan

“…The increasing incidence of breast cancer emphasizes the importance of early detection, which enhances the effectiveness of treatment processes. …”
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Applications and Evaluations of <italic>Bio-Inspired</italic> Approaches in Cloud Security: A Review by Md Manjurul Ahsan, Kishor Datta Gupta, Abhijit Kumar Nag, Subash Poudyal, Abbas Z. Kouzani, M. A. Parvez Mahmud

“…Therefore, this study provides an overview of bio-inspired algorithms application and evaluations, taking into account cloud security challenges, such as Identity and Authentication, Access Control Systems, Protocol and Network Security, Trust Management, Intrusion Detection, Virtualization, and Forensic.…”
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Edge-Cloud Synergy for AI-Enhanced Sensor Network Data: A Real-Time Predictive Maintenance Framework by Kaushik Sathupadi, Sandesh Achar, Shinoy Vengaramkode Bhaskaran, Nuruzzaman Faruqui, M. Abdullah-Al-Wadud, Jia Uddin

“…Meanwhile, a Long Short-Term Memory (LSTM) model in the cloud analyzes time-series data for predictive failure analysis, enhancing maintenance scheduling and operational efficiency. The framework’s dynamic workload management algorithm optimizes task distribution between edge and cloud resources, balancing latency, bandwidth usage, and energy consumption. …”
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Research Progress on Vehicle Status Information Perception Based on Distributed Acoustic Sensing by Wenqiang Dong, Xin Cheng, Jingmei Zhou, Wei Liu, Jianjin Gao, Chuan Hu, Xiangmo Zhao

“…This study first reviews the limitations of conventional vehicle detection technologies and introduces the operating principles and technical features of DAS. …”
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Structural Health Assessment of a Reinforced Concrete Building in Valparaíso Under Seismic and Environmental Shaking: A Foundation for IoT-Driven Digital Twin Systems by Sebastián Lozano-Allimant, Alvaro Lopez, Miguel Gomez, Edison Atencio, José Antonio Lozano-Galant, Sebastian Fingerhuth

“…These advancements facilitate early deterioration detection, enhancing resilience in seismic environments.…”
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Clinical validation of AI assisted animal ultrasound models for diagnosis of early liver trauma by Qing Song, Xuelei He, Yanjie Wang, Hanjing Gao, Li Tan, Jun Ma, Linli Kang, Peng Han, Yukun Luo, Kun Wang

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Advanced Microfluidic‐Based Wearable Electrochemical Sensors for Continuous Biochemical Monitoring by Sehyun Park, Seongyeop Kim, Soojin Lee, Vladimir V. Tsukruk, SeungHyun Park, Hyo‐Ryoung Lim

“…These systems offer significant potential for personalized healthcare and disease management by enabling real‐time detection of key biomarkers. …”
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Comparative analysis of microbial contamination in diesel fuels using MALDI-TOF MS by Agnieszka Ludwiczak, Tomasz Zieliński, Ewelina Sibińska, Grażyna Czeszewska-Rosiak, Michał Złoch, Joanna Rudnicka, Andrzej Tretyn, Paweł Pomastowski

“…Abstract Microbiological contamination in fuels poses a significant threat to fuel quality, operational safety, and the efficiency of fuel systems. …”
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Structural Response Evaluation of Krylov Subspace-Based Reduced-Order Model for Real-Time Structural Health Monitoring and Prediction of Container Ships by Kichan Sim, Byoung Wan Kim, Jeong Sam Han, Kangsu Lee

“…Recently, digital transformation has become crucial for the safe operation and extended lifespan of ships and offshore structures. …”
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Remote Water Quality Monitoring System for Use in Fairway Applications by Marek Staude, Piotr Brożek, Ewelina Kostecka, Dariusz Tarnapowicz, Jan Wysocki

“…The research results highlight the potential of GSM-based remote monitoring systems to revolutionize water quality management in waterways in various regions.…”
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Occupancy Monitoring Using BLE Beacons: Intelligent Bluetooth Virtual Door System by Nasrettin Koksal, AbdulRahman Ghannoum, William Melek, Patricia Nieva

“…Occupancy monitoring (OM) and the localization of individuals within indoor environments using wearable devices offer a very promising data communication solution in applications such as home automation, smart office management, outbreak monitoring, and emergency operating plans. …”
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Impact Analysis of Temperature Effects on the Performance of the Pick-Up Ion Analyzer by Yu Cao, Yuzhu Zhang, Xiaodong Peng, Changbin Xue, Bin Su, Yiming Zhu

“…In deep-space exploration, Pickup Ion Analyzers (PUIAs) operate under varying thermal environments in orbit, where thermally induced stress–deformation coupling may severely degrade their performance and long-term stability. …”
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