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Machines, Volume 11, Issue 10

2023 October - 61 articles

Cover Story: Data-driven approaches have been widely accepted for IFD in smart manufacturing, and various DL models have been developed for different datasets and scenarios. However, an automatic and unified DL framework for developing IFD applications is still required. This work proposes an efficient framework integrating CNNs for IFD based on time-series data by leveraging AutoML and image-like data fusion. After normalisation, uniaxial or triaxial signals can be reconstructed into three-channel pseudo images to satisfy the input requirements for CNNs and achieve data-level fusion simultaneously. Then, the model training, hyperparameter optimisation, and evaluation can be taken automatically based on AutoML. Finally, the selected model can be deployed on the cloud server or the edge device. View this paper
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Articles (61)

  • Article
  • Open Access
16 Citations
5,438 Views
26 Pages

Damage Identification for Railway Tracks Using Onboard Monitoring Systems in In-Service Vehicles and Data Science

  • Nelson Traquinho,
  • Cecília Vale,
  • Diogo Ribeiro,
  • Andreia Meixedo,
  • Pedro Montenegro,
  • Araliya Mosleh and
  • Rui Calçada

23 October 2023

Nowadays, railway track monitoring strategies are based on the use of railway inspection vehicles and wayside dynamic monitoring systems. The latter sometimes requires traffic disruption, as well as higher time and cost-consumption activities, and th...

  • Review
  • Open Access
74 Citations
24,409 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
2 Citations
2,314 Views
24 Pages

23 October 2023

The mobile platform of the parallel robot designed for picking and placing operations is usually equipped with one or two extra degree(s) of freedom to enable flexible grasping orientations. However, additional motors indicate extra loads for the mov...

  • Article
  • Open Access
7 Citations
2,604 Views
26 Pages

Development of a 6-DOF Parallel Robot for Potential Single-Incision Laparoscopic Surgery Application

  • Doina Pisla,
  • Nadim Al Hajjar,
  • Bogdan Gherman,
  • Corina Radu,
  • Tiberiu Antal,
  • Paul Tucan,
  • Ruxanda Literat and
  • Calin Vaida

23 October 2023

This paper presents the development of a 6-DOF (Degrees of Freedom) parallel robot for single-incision laparoscopic surgery (SILS). The concept of the robotic system is developed with respect to a medical protocol designed by the medical experts in t...

  • Review
  • Open Access
26 Citations
20,338 Views
33 Pages

Study on Human Motion Energy Harvesting Devices: A Review

  • Wenzhou Lin,
  • Yuchen Wei,
  • Xupeng Wang,
  • Kangjia Zhai and
  • Xiaomin Ji

22 October 2023

With the increasing utilization of portable electronic devices and wearable technologies, the field of human motion energy harvesting has gained significant attention. These devices have the potential to efficiently convert the mechanical energy gene...

  • Article
  • Open Access
6 Citations
2,999 Views
18 Pages

An Adaptive Model-Based Approach to the Diagnosis and Prognosis of Rotor-Bearing Unbalance

  • Banalata Bera,
  • Shyh-Chin Huang,
  • Mohammad Najibullah and
  • Chun-Ling Lin

21 October 2023

Rotating machinery is the fundamental component of almost all industrial frameworks. Therefore, prognostics and health management (PHM) have emerged as crucial requirements for effectively managing and sustaining various systems in a timely manner. T...

  • Article
  • Open Access
3 Citations
2,999 Views
22 Pages

20 October 2023

Data-driven controller synthesis methods use input/output information to find the coefficients of a proposed control architecture. Virtual Reference Feedback Tuning (VRFT) is one of the most popular frameworks due to its simplicity and one-shoot synt...

  • Article
  • Open Access
3 Citations
4,404 Views
16 Pages

Grasping Pose Estimation for Robots Based on Convolutional Neural Networks

  • Tianjiao Zheng,
  • Chengzhi Wang,
  • Yanduo Wan,
  • Sikai Zhao,
  • Jie Zhao,
  • Debin Shan and
  • Yanhe Zhu

20 October 2023

Robots gradually have the ability to plan grasping actions in unknown scenes by learning the manipulation of typical scenes. The grasping pose estimation method, as a kind of end-to-end method, has rapidly developed in recent years because of its goo...

  • Article
  • Open Access
18 Citations
4,747 Views
55 Pages

19 October 2023

The Industrial Revolution drives the digitization of society and industry, entailing Cyber-Physical Systems (CPSs) that form ecosystems where system owners and third parties share responsibilities within and across industry domains. Such ecosystems d...

  • Article
  • Open Access
2 Citations
2,165 Views
22 Pages

18 October 2023

The increasing complexity of mathematical models developed as part of the recent advancements in autonomous mobility platforms has led to an escalation in uncertainty. Despite the intricate nature of such models, the detection, decision, and control...

  • Article
  • Open Access
3 Citations
2,001 Views
17 Pages

18 October 2023

In order to study the internal flow characteristics of the electric submersible pump (ESP) when the gas–liquid two-phase flow is conveyed by the variable frequency variable speed operation and the change of the imported gas content, the impelle...

  • Article
  • Open Access
3 Citations
1,981 Views
15 Pages

18 October 2023

Rotor unbalance is the most important factor affecting the dynamic performance of aircraft engines. The existing unbalance prediction and control methods are insufficient for multi-stage rotors. The post-assembly unbalance of rotors in aircraft engin...

  • Article
  • Open Access
5 Citations
5,163 Views
24 Pages

Experimental Study of the Dynamic Short-Circuit Withstand Capability of an 8400 kVA Power Transformer Specially Designed for Photovoltaic Applications

  • Cristian-Eugeniu Sălceanu,
  • Cătălin Dobrea,
  • Daniel Ocoleanu,
  • Marcel Nicola,
  • Daniela Iovan and
  • Maria-Cristina Nițu

17 October 2023

This article, besides offering data of great value for any designer of high-power short-circuits of special three-winding design, illustrates the correlation with the corresponding FRA measurements, validating this type of measurement. The frequency...

  • Article
  • Open Access
4 Citations
2,181 Views
18 Pages

17 October 2023

Direct current (DC) networks play a pivotal role in the growing integration of renewable energy sources. However, the occurrence of DC arc faults can introduce disruptions and pose fire hazards within these networks. In order to ensure both safety an...

  • Article
  • Open Access
5 Citations
3,887 Views
21 Pages

Assistive Self-Driving Car Networks to Provide Safe Road Ecosystems for Disabled Road Users

  • Juan Guerrero-Ibañez,
  • Juan Contreras-Castillo,
  • Ismael Amezcua-Valdovinos and
  • Angelica Reyes-Muñoz

17 October 2023

Disabled pedestrians are among the most vulnerable groups in road traffic. Using technology to assist this vulnerable group could be instrumental in reducing the mobility challenges they face daily. On the one hand, the automotive industry is focusin...

  • Article
  • Open Access
6 Citations
2,719 Views
17 Pages

17 October 2023

The temperature prediction of hoist motor is one of the effective ways to ensure the safe production of mine hoist. Digital twin technology is a technology that combines the physical system of the real world with the digital model of the virtual worl...

  • Article
  • Open Access
9 Citations
2,386 Views
18 Pages

16 October 2023

The existence of vortex ropes inside the draft tube significantly impacts hydraulic efficiency and operational stability, and few studies on the formation mechanism of vortex ropes and hydraulic loss problems have been explored. Hence, in this paper,...

  • Article
  • Open Access
7 Citations
7,258 Views
19 Pages

Biomechanical Hand Prosthesis Design

  • Emilia Furdu Lunguţ,
  • Lucian Matei,
  • Maria Magdalena Roşu,
  • Mihaiela Iliescu and
  • Corina Radu (Frenţ)

16 October 2023

There are various studies on the structural and functional constructions of hand prostheses inspired by human biomechanics, and there are different kinds of prostheses available on the market. This paper aims to present the relevant stages of designi...

  • Article
  • Open Access
22 Citations
4,064 Views
22 Pages

Improved Fault Classification and Localization in Power Transmission Networks Using VAE-Generated Synthetic Data and Machine Learning Algorithms

  • Muhammad Amir Khan,
  • Bilal Asad,
  • Toomas Vaimann,
  • Ants Kallaste,
  • Raimondas Pomarnacki and
  • Van Khang Hyunh

16 October 2023

The reliable operation of power transmission networks depends on the timely detection and localization of faults. Fault classification and localization in electricity transmission networks can be challenging because of the complicated and dynamic nat...

  • Article
  • Open Access
2 Citations
3,456 Views
23 Pages

Synchronization Control for a Mobile Manipulator Robot (MMR) System: A First Approach Using Trajectory Tracking Master–Slave Configuration

  • Jorge Gustavo Pérez-Fuentevilla,
  • América Berenice Morales-Díaz and
  • Alejandro Rodríguez-Ángeles

16 October 2023

In cooperative tasks, the ability to keep a kinematic relationship between the robots involved is essential. The main goal in this work is to design a synchronization control law for mobile manipulator robots (MMRs) considering a (2,0) differential m...

  • Article
  • Open Access
3 Citations
2,069 Views
13 Pages

16 October 2023

Potassium dihydrogen phosphate (KDP) has garnered considerable attention due to its diverse applications across various scientific and engineering domains. Although promising machining performance enhancements have been achieved in ultra-precision di...

  • Article
  • Open Access
9 Citations
2,513 Views
19 Pages

14 October 2023

The fault feature extraction and diagnosis of autonomous underwater vehicles (AUVs) in complex environments pose significant challenges due to the intricate nature of the signals that reflect the AUVs’ states in the deep ocean. In this paper, a...

  • Article
  • Open Access
6 Citations
2,825 Views
19 Pages

14 October 2023

The main contribution of this article is creating synergy between subjects; this means that students use the same graphical tool in several subjects. So far, the bond graph has not been used in control theory, but it is the “native language&rdq...

  • Article
  • Open Access
13 Citations
2,817 Views
23 Pages

Detection of Inter-Turn Short Circuits in Induction Motors under the Start-Up Transient by Means of an Empirical Wavelet Transform and Self-Organizing Map

  • Juan Jose Saucedo-Dorantes,
  • Arturo Yosimar Jaen-Cuellar,
  • Angel Perez-Cruz and
  • David Alejandro Elvira-Ortiz

14 October 2023

Due to the importance of induction motors in a wide variety of industrial processes, it is crucial to properly identify abnormal conditions in order to avoid unexpected stops. The inter-turn short circuit (ITSC) is a very common failure produced with...

  • Article
  • Open Access
2 Citations
1,998 Views
24 Pages

13 October 2023

Because of its non-contact measurement characteristics, trackside acoustic technology is now utilized for train bearing fault diagnosis. However, the collected acoustic signal produces Doppler distortions that can impact the accuracy of bearing fault...

  • Article
  • Open Access
4 Citations
2,838 Views
15 Pages

13 October 2023

The difficulties of testing the dynamic transmission errors of gears in complex environments, such as high-speed operations or situations with oil contamination, and the limited variety of available testing methods have been recognized as issues whic...

  • Article
  • Open Access
6 Citations
3,639 Views
12 Pages

Modeling the Contact Force in Constrained Human–Robot Collisions

  • Sebastian Herbster,
  • Roland Behrens and
  • Norbert Elkmann

12 October 2023

Collaborative robots (cobots) become more and more important in industrial manufacturing as flexible companions, working side by side with humans without safety fences. A key challenge of such workplaces is to guarantee the safety of the human co-wor...

  • Review
  • Open Access
6 Citations
3,935 Views
26 Pages

12 October 2023

Disc pumps have obvious advantages in dealing with difficult-to-pump media. Energy efficiency and sustainable energy management are important topics with regard to reducing costs and promoting carbon neutrality. Though the concept of the disc pump wa...

  • Article
  • Open Access
12 Citations
4,555 Views
14 Pages

Slice-Aided Defect Detection in Ultra High-Resolution Wind Turbine Blade Images

  • Imad Gohar,
  • Abderrahim Halimi,
  • John See,
  • Weng Kean Yew and
  • Cong Yang

12 October 2023

The processing of aerial images taken by drones is a challenging task due to their high resolution and the presence of small objects. The scale of the objects varies diversely depending on the position of the drone, which can result in loss of inform...

  • Article
  • Open Access
8 Citations
4,946 Views
26 Pages

12 October 2023

Kinematic modelling of parallel manipulators poses significant challenges due to the absence of analytical solutions for the Forward Kinematics (FK) problem. This study centres on a specific parallel planar robot, specifically a 3RRR configuration, a...

  • Article
  • Open Access
1 Citations
3,231 Views
20 Pages

Embedded Model Predictive Control of Tankless Gas Water Heaters to Enhance Users’ Comfort

  • Cheila Conceição,
  • André Quintã,
  • Jorge A. F. Ferreira,
  • Nelson Martins and
  • Marco P. Soares dos Santos

12 October 2023

Water heating is a significant part of households’ energy consumption, and tankless gas water heaters (TGWHs) are commonly used. One of the limitations of these devices is the difficulty of keeping hot water temperature setpoints when changes i...

  • Article
  • Open Access
32 Citations
3,643 Views
21 Pages

Correlation between Infill Percentages, Layer Width, and Mechanical Properties in Fused Deposition Modelling of Poly-Lactic Acid 3D Printing

  • Mahmoud Moradi,
  • Mohammad Rezayat,
  • Fakhir Aziz Rasul Rozhbiany,
  • Saleh Meiabadi,
  • Giuseppe Casalino,
  • Mahmoud Shamsborhan,
  • Amar Bijoy,
  • Sidharth Chakkingal,
  • Mathews Lawrence and
  • Mojtaba Karamimoghadam
  • + 1 author

12 October 2023

The field of additive manufacturing (AM) has seen a transformation in the production of intricate and complex parts for various applications. Fused Deposition Modelling (FDM), among AM techniques, has garnered significant attention, particularly in f...

  • Article
  • Open Access
3 Citations
1,833 Views
19 Pages

11 October 2023

In order to improve the vibration reduction performance of damping treatments, a new damping structure consisting of a uniform base layer and two periodically alternating free layers was examined in this study. Closed-form solutions for both the band...

  • Article
  • Open Access
1 Citations
1,794 Views
15 Pages

11 October 2023

The support structure between payloads is an important part of a space gravitational wave detection satellite, and its thermal stability will directly affect the interferometer’s measurement accuracy. However, due to temperature changes, the co...

  • Article
  • Open Access
2 Citations
1,950 Views
16 Pages

Electric Power Flow Control in Double Three-Phase Machines without Shift between Magnetic Axes

  • Dragan Milićević,
  • Nikola Vukajlović,
  • Amar Hajdarpašić,
  • Bane Popadić,
  • Boris Dumnić,
  • Zoltan Čorba and
  • Vlado Porobić

11 October 2023

This paper examines the control strategy adopted for six-phase machines that have been designed as double three-phase machines without a displacement between the magnetic axes of the two sets of three-phase windings (6PH-ZS). The approach is based on...

  • Article
  • Open Access
5 Citations
4,017 Views
15 Pages

Selected Aspects of Precision Machining on CNC Machine Tools

  • Jozef Peterka,
  • Marcel Kuruc,
  • Vitalii Kolesnyk,
  • Ivan Dehtiarov,
  • Jana Moravcikova,
  • Tomas Vopat,
  • Peter Pokorny,
  • Frantisek Jurina and
  • Vladimir Simna

10 October 2023

The work is new due to the type of process used—ultrasonic precision machining—to determine the possible effect of spindle heating (long-term machining) on the precision of the flat surface. It was carried out on a precise ultrasonic mach...

  • Article
  • Open Access
4 Citations
2,270 Views
15 Pages

Experimental Study on Performance Evaluation of Controlled Plasma Pulse Plugging Removal Technology

  • Leilei Huang,
  • Baolin Liu,
  • Lixin Li,
  • Haoxian Shi,
  • Qilong Xue,
  • Fengyan Zhang,
  • Yuanyuan Zhang and
  • Bo Jin

8 October 2023

In the production process of oil and gas wells, the migration of solid particles, such as mud and sand, often leads to screen pipe clogging, resulting in production reduction or even shutdown. Controlled plasma pulse plugging removal technology is a...

  • Article
  • Open Access
24 Citations
2,960 Views
23 Pages

Effective Energy Management Strategy with Model-Free DC-Bus Voltage Control for Fuel Cell/Battery/Supercapacitor Hybrid Electric Vehicle System

  • Omer Abbaker Ahmed Mohammed,
  • Lingxi Peng,
  • Gomaa Haroun Ali Hamid,
  • Ahmed Mohamed Ishag and
  • Modawy Adam Ali Abdalla

7 October 2023

This article presents a new design method of energy management strategy with model-free DC-Bus voltage control for the fuel-cell/battery/supercapacitor hybrid electric vehicle (FCHEV) system to enhance the power performance, fuel consumption, and fue...

  • Article
  • Open Access
11 Citations
6,050 Views
18 Pages

5 October 2023

This study builds upon previous research that utilised a vibration-based machine learning (VML) approach for diagnosing rotor-related faults in rotating machinery. The original method used artificial neural networks (ANN) to classify rotor-related fa...

  • Article
  • Open Access
4 Citations
2,076 Views
27 Pages

4 October 2023

Accurate shaft speed extraction is crucial for synchronous sampling in the fault diagnosis of wind turbines. However, traditional narrow-bandpass filtering techniques face limitations when dealing with large fluctuations in rotational speed, hinderin...

  • Article
  • Open Access
2 Citations
2,047 Views
25 Pages

3 October 2023

Technological advancements in control systems are indispensable and require a robust controller with fast convergence in numerous sectors like robotics, space engineering, etc. A sliding mode controller (SMC) is a robust controller when subjected to...

  • Article
  • Open Access
3 Citations
3,253 Views
22 Pages

Holistic Approach Promotes Failure Prevention of Smart Mining Machines Based on Bayesian Networks

  • Madeleine Martinsen,
  • Amare Desalegn Fentaye,
  • Erik Dahlquist and
  • Yuanye Zhou

2 October 2023

In the forthcoming era of fully autonomous mining, spanning from drilling operations to port logistics, novel approaches will be essential to pre-empt hazardous situations in the absence of human intervention. The progression towards complete autonom...

  • Article
  • Open Access
6 Citations
2,884 Views
21 Pages

2 October 2023

The Industrial Revolution brought major technological progress and the growth of manufacturing, which resulted in significant changes in energy use. However, it also brought about new environmental issues such as increased energy needs, unstable elec...

  • Article
  • Open Access
3 Citations
2,990 Views
21 Pages

Blast Effects on Hyperloop’s Cylindrical Thin-Shell Structures

  • Sakdirat Kaewunruen,
  • Joseph Roxburgh and
  • Alex M. Remennikov

1 October 2023

Super-high-speed guided systems such as hyperloops and MagLev are highly at risk of cyber and physical threats from either natural or man-made hazards. This study thus adopts a nonlinear finite element method to investigate and analyse blast response...

  • Article
  • Open Access
1 Citations
2,388 Views
29 Pages

Muscle Fatigue Regulation through Muscle Activation Control in a Knee Hybrid Exoskeleton: Simulation Study

  • Shazan Ghajari,
  • Reihaneh Kardehi Moghaddam,
  • Hamidreza Kobravi and
  • Naser Pariz

1 October 2023

The knee hybrid exoskeleton is a system that aids in the rehabilitation of patients with mobility disorders. It comprises a powered exoskeleton and functional electrical stimulation, which moves the knee joint by stimulating the muscles. However, ele...

  • Review
  • Open Access
19 Citations
7,242 Views
23 Pages

30 September 2023

In this research paper, we present a comprehensive analysis of the current state of soft robots actuated with pneumatic artificial muscles and emphasise their distinct advantages over rigid robots, including exceptional flexibility, adaptability, and...

  • Article
  • Open Access
7 Citations
1,904 Views
13 Pages

29 September 2023

Due to its superior characteristics, carbon fiber reinforced plastics (CFRP) have been widely used in aerospace and other fields. However, their effective and economical processing remains a challenge. The purpose of this paper was to experimentally...

  • Article
  • Open Access
5 Citations
2,958 Views
25 Pages

Research on the Mechanism and Characteristics of Ultrasonically Coupled Mechanical Rock-Breaking Pre-Fracturing Technology

  • Chengwen Liu,
  • Mingyu Duan,
  • Yizhe Huang,
  • Qibai Huang,
  • Jiaqi Liu,
  • Zhicheng Wang and
  • Zhifu Zhang

29 September 2023

In this paper, we propose an ultrasonically coupled mechanical rock-breaking technology, creatively design an ultrasonically coupled mechanical rock-breaking drum, concurrently develop an ultrasonic cracking simulation method based on test coordinati...

  • Article
  • Open Access
4 Citations
2,844 Views
25 Pages

28 September 2023

The problem of the prompt detection of early-stage hollow worn wheels in railway vehicles via on-board random vibration measurements under normal operation and varying speeds is investigated. This is achieved based on two unsupervised statistical tim...

  • Article
  • Open Access
13 Citations
3,820 Views
14 Pages

28 September 2023

Intelligent fault diagnosis (IFD) is essential for preventative maintenance (PM) in Industry 4.0. Data-driven approaches have been widely accepted for IFD in smart manufacturing, and various deep learning (DL) models have been developed for different...

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Machines - ISSN 2075-1702