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Machines, Volume 12, Issue 10

2024 October - 77 articles

Cover Story: Robotic systems are crucial in modern manufacturing, where complex assembly tasks require multi-robot collaboration. In this study, we set up two Franka Panda robots to perform a peg-in-hole insertion task with 1 mm clearance. The control system is hierarchically structured, with feedback-based trajectory planning driven by a reinforcement learning agent. A compliant low-level impedance controller executes these trajectories. To improve training efficiency, we introduce reverse curriculum learning, a novel method for dual-arm assembly tasks, alongside domain randomization to generalize the task's applicability. After testing during the simulation, the trained model is transferred to the real world, resulting in increased robustness to calibration errors compared to classical control methods. View this paper
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Articles (77)

  • Article
  • Open Access
3 Citations
2,713 Views
17 Pages

An Echo State Network-Based Light Framework for Online Anomaly Detection: An Approach to Using AI at the Edge

  • Andrea Bonci,
  • Renat Kermenov,
  • Lorenzo Longarini,
  • Sauro Longhi,
  • Geremia Pompei,
  • Mariorosario Prist and
  • Carlo Verdini

21 October 2024

Production efficiency is used to determine the best conditions for manufacturing goods at the lowest possible unit cost. When achieved, production efficiency leads to increased revenues for the manufacturer, enhanced employee safety, and a satisfied...

  • Article
  • Open Access
2 Citations
2,896 Views
16 Pages

21 October 2024

Motion control is one of the three core modules of autonomous driving, and nonlinear model predictive control (NMPC) has recently attracted widespread attention in the field of motion control. Vehicle dynamics equations, as a widely used model, have...

  • Article
  • Open Access
3 Citations
2,398 Views
16 Pages

Study on the Effect of Cracks in Diaphragm Couplings on the Dynamic Characteristics of Shaft System

  • Meijun Liao,
  • Lan Zhang,
  • Su Nong,
  • Chao Zhang,
  • Rupeng Zhu and
  • Weifang Chen

20 October 2024

Diaphragm couplings are prone to developing diaphragm cracks under prolonged high-speed operating conditions, which can lead to degradation in the performance of the transmission system and affect the dynamics of the shafting system. To investigate t...

  • Article
  • Open Access
3 Citations
1,910 Views
29 Pages

20 October 2024

This paper proposes a new algorithm for the automatic generation of toolpaths for machining complex geometric positions, such as molds used in orthosis production. The production of individualized orthoses often requires the use of multi-axis machini...

  • Review
  • Open Access
12 Citations
4,909 Views
32 Pages

20 October 2024

The technological revolution has transformed the area of labor with reference to automation and robotization in various domains. The employment of robots automates these disciplines, rendering beneficial impacts as robots are cost-effective, reliable...

  • Article
  • Open Access
2 Citations
2,060 Views
19 Pages

20 October 2024

For the safe and efficient use of lithium-ion batteries, the state of charge (SOC) is a particularly important state variable. In this paper, we propose a method for the online estimation of SOC and model parameters based on a fractional-order equiva...

  • Article
  • Open Access
6 Citations
2,905 Views
15 Pages

Analysis of Influential Parameters in the Dynamic Loading and Stability of the Swing Drive in Hydraulic Excavators

  • Vesna Jovanović,
  • Dragoslav Janošević,
  • Dragan Marinković,
  • Nikola Petrović and
  • Radomir Djokić

20 October 2024

The proper design and configuration of the swing drive mechanism of a hydraulic excavator are crucial to improve energy consumption and efficiency and ensure operational stability. This paper analyzes the influence of the relationship between the par...

  • Article
  • Open Access
5 Citations
1,889 Views
39 Pages

Multi-Objective Optimization of an Inertial Wave Energy Converter for Multi-Directional Wave Scatter

  • Fabio Carapellese,
  • Viola De Clerck,
  • Sergej Antonello Sirigu,
  • Giuseppe Giorgi,
  • Mauro Bonfanti,
  • Nicolás Faedo and
  • Ermanno Giorcelli

19 October 2024

To advance wave energy devices towards commercialization, it is essential to optimize their design to enhance system performance. Additionally, a thorough economic evaluation is crucial for making these technologies competitive with other renewable e...

  • Article
  • Open Access
1,315 Views
13 Pages

18 October 2024

In the present work, a parallel continuum manipulator for trunk rehabilitation tasks for patients who have suffered a stroke was analyzed and redesigned. The manipulator had to perform active assistance exercises for the motor recovery of the patient...

  • Article
  • Open Access
1,924 Views
23 Pages

17 October 2024

Errors affect the actual meshing process of gears, alter the actual wear pattern of the tooth profile, and may even impact the overall service life of machinery. While existing research predominantly focuses on individual errors or a narrow set of fa...

  • Article
  • Open Access
1,540 Views
17 Pages

16 October 2024

In this paper, a novel series hydraulic hybrid powertrain is proposed for a three-axis all-terrain vehicle. The engine drives two variable displacement pumps responsible for driving and steering, respectively. A variable displacement motor is connect...

  • Article
  • Open Access
1,706 Views
16 Pages

Simulation and Experimental Study of Ultrasonic Vibratory Grinding of Internal Splines

  • Zemin Zhao,
  • Shuangshuang Zhou,
  • Qiang Liu,
  • Long Zhang,
  • Bin Shen and
  • Jiaming Han

16 October 2024

As an important component of mechanical transmission systems, internal splines are widely used in aerospace, industrial equipment, and other fields. However, internal splines are prone to deformation and shrinkage after heat treatment. At present, mo...

  • Article
  • Open Access
4 Citations
2,891 Views
20 Pages

Design of Connector Assembly Equipment for the Automotive Industry

  • Pedro M. P. Curralo,
  • Raul D. S. G. Campilho,
  • Joaquim A. P. Pereira and
  • Francisco J. G. Silva

16 October 2024

The automotive industry is one of the most demanding sectors of all manufacturing industries due to its competitiveness. It is necessary to innovate through the implementation of automated and robotic equipment, leading to cycle time and labor cost r...

  • Article
  • Open Access
13 Citations
1,808 Views
18 Pages

15 October 2024

The increasing complexity of modern mechanical systems, especially rotating machinery, demands effective condition monitoring techniques, particularly deep learning, to predict potential failures in a timely manner and enable preventative maintenance...

  • Article
  • Open Access
1 Citations
2,468 Views
17 Pages

15 October 2024

Thermal errors affect machining accuracy in high-speed precision machining. The variability of machine tool operating conditions poses a challenge to the modeling of thermal errors. In this paper, a thermal error model based on transfer temperature f...

  • Article
  • Open Access
1,465 Views
23 Pages

14 October 2024

The uniform temperature distribution on the surface of the electromagnetic control roll (ECR) has a great impact on the quality of the strip; therefore, temperature control is essential. In order to study this issue, a two-dimensional volume of fluid...

  • Article
  • Open Access
1 Citations
1,939 Views
20 Pages

14 October 2024

This contribution examines the control problem for very large wind energy converters during shutdown operation and analyses the most important control approaches. The control methods make use of the built-in conventional control infrastructure, but c...

  • Article
  • Open Access
1 Citations
1,658 Views
22 Pages

14 October 2024

The operation of an aero-engine involves various non-stationary processes of acceleration and deceleration, with rotational speed varying in response to changing working conditions to meet different power requirements. To investigate the nonlinear dy...

  • Article
  • Open Access
4 Citations
2,238 Views
12 Pages

13 October 2024

Occupant comfort is a key consideration in automobile dynamics, with vibrations potentially causing long-term physical discomfort, especially for drivers. This study investigates the impact of adding TiO2 and CuO nanoparticles to fuel on engine-induc...

  • Article
  • Open Access
2 Citations
2,832 Views
17 Pages

A Novel Kind of Knowledge Graph Construction Method for Intelligent Machine as a Service Modeling

  • Yuhao Liu,
  • Jiayuan Han,
  • Peng Yan,
  • Biyao Li,
  • Maolin Yang and
  • Pingyu Jiang

12 October 2024

With the development of Intelligent Machine as a Service (IMaaS), devices increasingly require personalization, intelligence, and service orientation, making resource modeling a key challenge. Knowledge graph (KG) technology, known for unifying heter...

  • Article
  • Open Access
3 Citations
1,726 Views
19 Pages

12 October 2024

Cell micromanipulation is an important technique in the field of biomedical engineering. Microgrippers play a crucial role in connecting macroscopic and microscopic objects in micromanipulation systems. However, since the operated biological cells ar...

  • Article
  • Open Access
5 Citations
2,783 Views
27 Pages

11 October 2024

This paper addresses the green permutation flow shop scheduling problem (GPFSP) with energy consumption consideration, aiming to minimize the maximum completion time and total energy consumption as optimization objectives, and proposes a new method t...

  • Article
  • Open Access
1 Citations
1,436 Views
20 Pages

Study on Crashworthiness of Shrink Tube Anti-Creep Device

  • Fan Zou,
  • Shuguang Yao,
  • Xin Zheng,
  • Minhan Xie and
  • Lei Yang

11 October 2024

Based on the requirements of the narrow installation space of a train end, compact energy-absorbing travel, and huge energy suck, a shrink tube anti-creep device was designed. The crashworthiness of different structures was studied by means of a mate...

  • Article
  • Open Access
7 Citations
1,832 Views
17 Pages

11 October 2024

Observer-based control is the most commonly used method in the control of electro-hydraulic servo system (EHSS) with uncertainties, but it suffers from the drawback of low accuracy under the influence of large external load forces and disturbances. T...

  • Article
  • Open Access
3 Citations
1,754 Views
19 Pages

Design, Analysis, and Optimization Testing of a Novel Modular Walking Device for Pipeline Robots

  • Naiyu Shi,
  • He Li,
  • Ting Xu,
  • Hongliang Hua,
  • Junhong Ye and
  • Zheng Chen

11 October 2024

This article investigates the limitations associated with traditional wheel-type pipeline walking devices, which are characterized by a single movement mode and an inability to navigate complex or irregular pipeline structures. A modular walking devi...

  • Article
  • Open Access
3 Citations
2,173 Views
22 Pages

Advancing UAV Sensor Fault Diagnosis Based on Prior Knowledge and Graph Convolutional Network

  • Hui Li,
  • Chaoyin Chen,
  • Tiancai Wan,
  • Shaoshan Sun,
  • Yongbo Li and
  • Zichen Deng

10 October 2024

Unmanned aerial vehicles (UAVs) are equipped with various sensors to facilitate control and navigation. However, UAV sensors are highly susceptible to damage under complex flight environments, leading to severe accidents and economic losses. Although...

  • Review
  • Open Access
6 Citations
4,045 Views
31 Pages

The Generation, Measurement, Prediction, and Prevention of Residual Stress in Nickel-Based Superalloys: A Review

  • Yuanlin Zhang,
  • Guangrui Wen,
  • Liangbo Li,
  • Zihao Lei,
  • Xiaogang Qi,
  • Boyang Huang,
  • Yu Su,
  • Zhifen Zhang,
  • Xiangfan Nie and
  • Zhanling Zhang

9 October 2024

As a crucial high-performance material, nickel-based superalloys inevitably generate residual stresses during processing, manufacturing, and usage. The mechanical properties of nickel-based superalloys are significantly reduced by residual stress, wh...

  • Article
  • Open Access
3 Citations
1,689 Views
19 Pages

Lightweight Detection of Train Underframe Bolts Based on SFCA-YOLOv8s

  • Zixiao Li,
  • Jinjin Li,
  • Chuanlong Zhang and
  • Huajun Dong

9 October 2024

Improving the accuracy and detection speed of bolt recognition under the complex background of the train underframe is crucial for the safety of train operation. To achieve efficient detection, a lightweight detection method based on SFCA-YOLOv8s is...

  • Article
  • Open Access
4 Citations
3,620 Views
21 Pages

9 October 2024

This article analyzes the factors causing the precision error of the robot joint module, such as gear meshing disturbance, output elastic deformation, and load mutation. An improved active disturbance rejection control (ADRC) algorithm is proposed to...

  • Review
  • Open Access
29 Citations
17,888 Views
17 Pages

Equipment and Operations Automation in Mining: A Review

  • Michael Long,
  • Steven Schafrik,
  • Peter Kolapo,
  • Zach Agioutantis and
  • Joseph Sottile

9 October 2024

The mining industry is undergoing a transformative shift driven by the rapid advancement and adoption of automation technologies. This paper provides a comprehensive overview of the current state of automation in mining, examining the technological a...

  • Review
  • Open Access
1 Citations
2,062 Views
18 Pages

A Review of the Degradation Research on the Single-Lap Bolted Joint

  • Sheng’ao Wang,
  • Min Zhu,
  • Ming Guo and
  • Fei Wu

7 October 2024

Bolted joints, with their advantages of simple structure and convenient disassembly and assembly, are widely used in complex equipment fields such as aerospace systems and weaponry. Subject to complex mechanical loads, the contact surfaces may underg...

  • Article
  • Open Access
6 Citations
1,831 Views
23 Pages

5 October 2024

Compared to traditional, static-based flywheel systems, vehicle-mounted magnetic suspension flywheels face more complex operating conditions, and existing control strategies usually regard disturbances in vehicles under different operating conditions...

  • Article
  • Open Access
3 Citations
4,565 Views
18 Pages

Determination and Verification of the Johnson–Cook Constitutive Model Parameters in the Precision Machining of Ti6Al4V Alloy

  • Piotr Löschner,
  • Munish Kumar Gupta,
  • Piotr Niesłony,
  • Mehmet Erdi Korkmaz and
  • Muhammad Jamil

5 October 2024

Numerical simulations of the cutting process play a key role in manufacturing and cost optimization. Inherent in finite element analysis (FEA) simulations is the correct description of material behavior during machining. For this purpose, various mat...

  • Article
  • Open Access
1 Citations
1,735 Views
16 Pages

4 October 2024

A conventional dual-winding (DW) motor has two internal windings consisting of a master part and a slave part, each connected to a different electronic control unit (ECU) to realize a redundant system. However, existing DW motors have a problem relat...

  • Article
  • Open Access
1 Citations
1,533 Views
26 Pages

4 October 2024

Cable-hole transmission is widely applied in cable-driven mechanisms to reduce the mechanical size. However, the driving tension is attenuated with the cable threading through the hole caused by uncertain factors such as local deformation, friction,...

  • Article
  • Open Access
14 Citations
5,380 Views
34 Pages

4 October 2024

The integration of Augmented Reality (AR) into Human–Robot Interaction (HRI) represents a significant advancement in collaborative technologies. This paper provides a comprehensive review of AR applications within HRI with a focus on manufactur...

  • Article
  • Open Access
2 Citations
1,419 Views
23 Pages

4 October 2024

Coordinate measuring machines are widely used in the industrial field due to their ease of automation. However, estimating the measurement uncertainty is a delicate task, especially when controlling for deviation, given the large number of factors th...

  • Article
  • Open Access
1,387 Views
10 Pages

End-of-Life Prediction for Milling Cutters Based on an Online Vibro-Acoustic System

  • Michele Perrelli,
  • Romina Conte,
  • Gabriele Zangara and
  • Francesco Gagliardi

3 October 2024

Improving the capabilities of online condition monitoring systems, able to detect arising of catastrophic wear on cutting tools, has been an important target to be pursued for the metal cutting industry. Currently, different systems have been propose...

  • Article
  • Open Access
1 Citations
1,353 Views
15 Pages

Optimization of the Synchronous Pressurization Process for the Elimination of Double-Layer Oxide Film Defects

  • Ziao Qiu,
  • Chaojun Zhang,
  • Zhishuai Jin,
  • Guanyu Cao,
  • Lunyong Zhang,
  • Sida Jiang,
  • Fuyang Cao,
  • Hongxian Shen,
  • Xinyi Zhao and
  • Jianfei Sun
  • + 1 author

3 October 2024

The counter-pressure casting (CPC) process has the technical advantages of smooth filling and solidification under pressure, which is conducive to obtaining high-quality castings. In the counter-pressure casting process, the way of fixed solenoid val...

  • Article
  • Open Access
2 Citations
2,957 Views
21 Pages

Federation in Digital Twins and Knowledge Transfer: Modeling Limitations and Enhancement

  • Alexios Papacharalampopoulos,
  • Dionysios Christopoulos,
  • Olga Maria Karagianni and
  • Panagiotis Stavropoulos

3 October 2024

Digital twins (DTs) consist of various technologies and therefore require a wide range of data. However, many businesses often face challenges in providing sufficient data due to technical limitations or business constraints. This can result in inade...

  • Article
  • Open Access
1,226 Views
18 Pages

Impact of Drawing Machine Parameters on Force and Energy Consumption in Borosilicate Glass Tube Production

  • Peng Liu,
  • Limin Cang,
  • Zhigang Wan,
  • Ke Yang,
  • Ming Chen,
  • Rangling Li and
  • Tie Geng

3 October 2024

Middle borosilicate glass tubes are critical materials for medical packaging, with the drawing machine playing a pivotal role in their production process. However, the effects of the drawing wheel’s motion parameters on the glass tube remain un...

  • Article
  • Open Access
1,521 Views
19 Pages

2 October 2024

Autonomous vehicles require more precise and reliable braking control, and electro-hydraulic braking (EHB) systems are better adapted to the development of autonomous driving. However, EHB systems inevitably suffer from unilateral dead zone nonlinear...

  • Article
  • Open Access
1 Citations
2,347 Views
29 Pages

2 October 2024

The primary objective of this study is to develop a simulation model for a liquid cooling plate (LCP) for insulated-gate bipolar transistor (IGBT) modules, with the aim of reducing the operating temperature of wind power converters (WPCs). The initia...

  • Article
  • Open Access
1,623 Views
16 Pages

Hierarchical Control in Mechatronic Technological Systems

  • Natalia Lishchenko,
  • Anatoly Gushchin and
  • Vasily Larshin

2 October 2024

The topic of hierarchical control of technological machines is one of the most relevant in mechanical engineering technology. The most difficult issue in this area is the organization of interactions between different control levels, on the one hand,...

  • Article
  • Open Access
2 Citations
1,761 Views
22 Pages

1 October 2024

The curvic coupling, as one of the common connecting structures for gas turbine combined rotors, is more susceptible to various dynamic and static loads at extreme operating conditions. But, traditional combined rotor models tend to neglect the influ...

  • Communication
  • Open Access
1 Citations
1,832 Views
16 Pages

Drifted Uncertainty Evaluation of a Compact Machine Tool Spindle Error Measurement System

  • Yubin Huang,
  • Xiong Zhang,
  • Kaisi You,
  • Jihong Chen,
  • Hao Zhou and
  • Hua Xiang

1 October 2024

The accurate measurement of spindle errors, especially quasi-static errors, is one of the key issues for the analysis and compensation of machine tool thermal errors in machining accuracy. To quantitatively analyze the influence of the measurement sy...

  • Article
  • Open Access
10 Citations
2,295 Views
21 Pages

Resilient Reinforcement Learning for Voltage Control in an Islanded DC Microgrid Integrating Data-Driven Piezoelectric

  • Kouhyar Sheida,
  • Mohammad Seyedi,
  • Muhammad Ali Afridi,
  • Farzad Ferdowsi,
  • Mohammad J. Khattak,
  • Vijaya K. Gopu and
  • Tyson Rupnow

1 October 2024

This research study presents a resilient control scheme for an islanded DC microgrid (DC MG) integrating solar photovoltaic (PV), battery storage (BESS), and piezoelectric (PE) energy harvesting modules. The microgrid (MG) case study represents an en...

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Machines - ISSN 2075-1702