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Applied Sciences, Volume 12, Issue 4

February-2 2022 - 497 articles

Cover Story: Smart industrial workstations for the training and evaluation of workers are an innovative approach to face the problems of manufacturing quality assessment and fast training. In this study, four different vision-based methods based, respectively, on ArUco markers, OpenPose, Azure Kinect Body Tracking and the YOLO network have been proposed in order to estimate the position of a specific point of interest of the tool that has to be tracked in real-time during an assembly or maintenance procedure. The proposed approaches have been tested on a real scenario with four users handling a power drill simulating three different conditions during an assembly procedure. The performance of the methods has been evaluated and compared with the HTC Vive tracking system as a benchmark. Then, the advantages and drawbacks in terms of the accuracy and invasiveness of the method have been discussed. View this paper
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Articles (497)

  • Article
  • Open Access
4 Citations
3,885 Views
12 Pages

Laboratory Test Campaign Aimed at the Analysis of an Uncommon Wear Phenomenon in a Marble Quarry

  • Alfio Di Giovanni,
  • Carmine Todaro,
  • Marilena Cardu,
  • Stefano Bianchini and
  • Brunello Forfori

21 February 2022

The use of ornamental stones has a historical value that makes them strategically precious in Italy; marble can offer high performance in architectural applications, even though the variability of the rock mass requires detailed studies to optimize t...

  • Article
  • Open Access
10 Citations
5,775 Views
15 Pages

21 February 2022

Farmers are often exposed to risk factors for musculoskeletal disorders through lifting, carrying heavy loads, and sustained or repeated full-body bending. Several relevant studies on ergonomic interventions have been conducted for specific agricultu...

  • Article
  • Open Access
1 Citations
4,285 Views
14 Pages

Data-Driven Robust Control Using Reinforcement Learning

  • Phuong D. Ngo,
  • Miguel Tejedor and
  • Fred Godtliebsen

21 February 2022

This paper proposes a robust control design method using reinforcement learning for controlling partially-unknown dynamical systems under uncertain conditions. The method extends the optimal reinforcement learning algorithm with a new learning techni...

  • Feature Paper
  • Article
  • Open Access
8 Citations
3,285 Views
10 Pages

Competitive Detection of Volatile Compounds from Food Degradation by a Zinc Oxide Sensor

  • Lucio Bonaccorsi,
  • Andrea Donato,
  • Antonio Fotia,
  • Patrizia Frontera and
  • Andrea Gnisci

21 February 2022

During the phenomenon of food degradation, several volatile organic compounds are generally released. In particular, due to lipid oxidation in stored and packed meat, hexanal is formed as a typical decomposition product. Therefore, its detection can...

  • Article
  • Open Access
8 Citations
3,022 Views
16 Pages

oneM2M-Enabled Prediction of High Particulate Matter Data Based on Multi-Dense Layer BiLSTM Model

  • Aji Teguh Prihatno,
  • Ida Bagus Krishna Yoga Utama and
  • Yeong Min Jang

21 February 2022

High particulate matter (PM) concentrations in the cleanroom semiconductor factory have become a significant concern as they can damage electronic devices during the manufacturing process. PM can be predicted before becoming more concentrated based o...

  • Article
  • Open Access
1 Citations
2,471 Views
13 Pages

21 February 2022

The SCADA system, which is widely used in the continuous monitoring and control of the physical process of modern critical infrastructure, relies on the feedback control loop. The remote state estimation system triggers the control algorithm or contr...

  • Article
  • Open Access
25 Citations
3,995 Views
17 Pages

The Influence of Fly Ash on the Mechanical Performance of Cementitious Materials Produced with Recycled Cement

  • Blas Cantero,
  • Miguel Bravo,
  • Jorge de Brito,
  • Isabel Fuencisla Sáez del Bosque and
  • César Medina

21 February 2022

Concrete is the most widely used construction material in the world; as such, the best way to promote a more sustainable construction industry is to improve the environmental performance of this material. Since cement production is the main source of...

  • Article
  • Open Access
31 Citations
8,317 Views
21 Pages

Glass Beads for Road Markings: Surface Damage and Retroreflection Decay Study

  • Kevin M. Wenzel,
  • Tomasz E. Burghardt,
  • Anton Pashkevich and
  • Wilhelm A. Buckermann

21 February 2022

Road markings must be reflectorised with glass beads to be visible to drivers at night, retro-reflecting light from vehicle’s headlights, which is critical for road safety. Four commonly used types of glass beads were evaluated in a laboratory...

  • Feature Paper
  • Article
  • Open Access
24 Citations
5,873 Views
15 Pages

Chronic Effects of Fluoxetine on Danio rerio: A Biochemical and Behavioral Perspective

  • Daniela Correia,
  • Inês Domingues,
  • Melissa Faria and
  • Miguel Oliveira

21 February 2022

Fluoxetine is an antidepressant widely used to treat depressive and anxiety states. Due to its mode of action in the central nervous system (selective serotonin reuptake inhibitor (SSRI)), it becomes toxic to non-target organisms, leading to changes...

  • Article
  • Open Access
2 Citations
3,929 Views
9 Pages

21 February 2022

Inclusive and intensive performance analysis of electrical equalizers in a short-reach optical system using four-level pulse amplitude modulation (PAM-4) is presented in this paper. Two equalizers are used—a feedforward equalizer and decision f...

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Appl. Sci. - ISSN 2076-3417