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Most Cited

  • Review
  • Open Access
868 Citations
97,106 Views
25 Pages

23 June 2023

Since its inception in 2015, the YOLO (You Only Look Once) variant of object detectors has rapidly grown, with the latest release of YOLO-v8 in January 2023. YOLO variants are underpinned by the principle of real-time and high-classification performa...

  • Review
  • Open Access
149 Citations
14,107 Views
22 Pages

1 February 2023

The human–machine relationship was dictated by human needs and what technology was available at the time. Changes within this relationship are illustrated by successive industrial revolutions as well as changes in manufacturing paradigms. The c...

  • Viewpoint
  • Open Access
122 Citations
17,132 Views
15 Pages

Sustainable Crop Protection via Robotics and Artificial Intelligence Solutions

  • Vasiliki Balaska,
  • Zoe Adamidou,
  • Zisis Vryzas and
  • Antonios Gasteratos

25 July 2023

Agriculture 5.0 refers to the next phase of agricultural development, building upon the previous digital revolution in the agrarian sector and aiming to transform the agricultural industry to be smarter, more effective, and ecologically conscious. Fa...

  • Review
  • Open Access
71 Citations
24,695 Views
33 Pages

Fault detection and diagnosis (FDD) is of utmost importance in ensuring the safety and reliability of electric vehicles (EVs). The EV’s power train and energy storage, namely the electric motor drive and battery system, are critical components...

  • Review
  • Open Access
70 Citations
23,944 Views
46 Pages

Path Planning Technique for Mobile Robots: A Review

  • Liwei Yang,
  • Ping Li,
  • Song Qian,
  • He Quan,
  • Jinchao Miao,
  • Mengqi Liu,
  • Yanpei Hu and
  • Erexidin Memetimin

23 October 2023

Mobile robot path planning involves designing optimal routes from starting points to destinations within specific environmental conditions. Even though there are well-established autonomous navigation solutions, it is worth noting that comprehensive,...

  • Article
  • Open Access
61 Citations
11,236 Views
18 Pages

Early Wildfire Smoke Detection Using Different YOLO Models

  • Yazan Al-Smadi,
  • Mohammad Alauthman,
  • Ahmad Al-Qerem,
  • Amjad Aldweesh,
  • Ruzayn Quaddoura,
  • Faisal Aburub,
  • Khalid Mansour and
  • Tareq Alhmiedat

7 February 2023

Forest fires are a serious ecological concern, and smoke is an early warning indicator. Early smoke images barely capture a tiny portion of the total smoke. Because of the irregular nature of smoke’s dispersion and the dynamic nature of the sur...

  • Article
  • Open Access
58 Citations
8,467 Views
21 Pages

17 February 2023

This paper investigates the model-free trajectory tracking control problem for an autonomous underwater vehicle (AUV) subject to the ocean currents, external disturbances, measurement noise, model parameter uncertainty, initial tracking errors, and t...

  • Article
  • Open Access
51 Citations
4,059 Views
17 Pages

Deep Learning for Enhanced Fault Diagnosis of Monoblock Centrifugal Pumps: Spectrogram-Based Analysis

  • Prasshanth Chennai Viswanathan,
  • Sridharan Naveen Venkatesh,
  • Seshathiri Dhanasekaran,
  • Tapan Kumar Mahanta,
  • Vaithiyanathan Sugumaran,
  • Natrayan Lakshmaiya,
  • Prabhu Paramasivam and
  • Sakthivel Nanjagoundenpalayam Ramasamy

31 August 2023

The reliable operation of monoblock centrifugal pumps (MCP) is crucial in various industrial applications. Achieving optimal performance and minimizing costly downtime requires effectively detecting and diagnosing faults in critical pump components....

  • Article
  • Open Access
50 Citations
3,456 Views
19 Pages

Transfer Learning Based Fault Detection for Suspension System Using Vibrational Analysis and Radar Plots

  • Samavedam Aditya Sai,
  • Sridharan Naveen Venkatesh,
  • Seshathiri Dhanasekaran,
  • Parameshwaran Arun Balaji,
  • Vaithiyanathan Sugumaran,
  • Natrayan Lakshmaiya and
  • Prabhu Paramasivam

26 July 2023

The suspension system is of paramount importance in any automobile. Thanks to the suspension system, every journey benefits from pleasant rides, stable driving and precise handling. However, the suspension system is prone to faults that can significa...

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Machines - ISSN 2075-1702