Archive:: Automation, Control and Intelligent Systems:: Science Publishing Group

Volume 12, Issue 2, June 2024

Research Article
Machine Learning Framework for Real-Time Pipeline Anomaly Detection and Maintenance Needs Forecast Using Random Forest and Prophet Model

Obi Chukwuemeka Nwokonkwo, Nwankwo Uchechukwu Samuel, Udoka Felista Eze, Adetokunbo MacGregor John-Otumu^*

Issue: Volume 12, Issue 2, June 2024

Pages: 22-34

Received: 29 June 2024

Accepted: 19 July 2024

Published: 31 July 2024

DOI: 10.11648/j.acis.20241202.11

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Abstract: This paper introduces an Intelligent Model for Real-Time Pipeline Monitoring and Maintenance Prediction to enhance infrastructure integrity and operational efficiency in Nigeria's oil and gas sector. Given the country's economic dependence on oil and gas revenue, efficient pipeline transportation is crucial. However, pipelines face challenges such ... Show More

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Research Article
UAV Visual Tracking with Enhanced Feature Information

Shuduo Zhao^*, Yunsheng Chen, Shuaidong Yang

Issue: Volume 12, Issue 2, June 2024

Pages: 35-47

Received: 5 July 2024

Accepted: 26 July 2024

Published: 15 August 2024

DOI: 10.11648/j.acis.20241202.12

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Abstract: Unmanned aerial vehicles (UAVs) visual tracking is an important research direction. The tracking object is lost due to the problems of target occlusion, illumination variation, flight vibration and so on. Therefore, based on a Siamese network, this study proposes a UAVs visual tracker named SiamDFT++ to enhance the correlation of depth features. Fi... Show More

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