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Machines, Volume 9, Issue 8

2021 August - 41 articles

Cover Story: This study evaluates the accuracy and generalization ability of two deep learning regressors (long-short term memory and convolutional neural network (CNN)) to generate user-oriented reference ankle torque trajectories customized according to walking speed (from 1.0 to 4.0 km/h) and users’ body height and mass (from 1.51 to 1.83 m and 52.0 to 83.7 kg, respectively). Furthermore, this study hypothesizes that regressors can estimate joint torque without resourcing to electromyography signals. The CNN was the most robust algorithm (normalized root mean square error: 0.70 ± 0.06; Spearman correlation: 0.89 ± 0.03; coefficient of determination: 0.91 ± 0.03). No statistically significant differences were found in CNN accuracy (p-value > 0.05) whether electromyography signals are included as inputs or not. View this paper.
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Articles (41)

  • Article
  • Open Access
6 Citations
3,832 Views
19 Pages

23 August 2021

The dry lubricated bump-type foil air bearing enables a carrying load capacity due to a pressure build up in a convergent air film. Since the air bearing provides low power dissipation above the lift-off speed and the flexible foil provides an adapti...

  • Article
  • Open Access
4 Citations
2,853 Views
14 Pages

23 August 2021

It is inevitable that machine parts will be worn down in production, causing other mechanical failures. With the appearance of wearing, the accuracy and efficiency of machinery gradually decline. The state between healthy and impaired is defined as s...

  • Article
  • Open Access
2 Citations
3,328 Views
24 Pages

20 August 2021

In this paper, we present a novel technique to design fixed structure controllers, for both continuous-time and discrete-time systems, through an H mixed sensitivity approach. We first define the feasible controller parameter set, which is the set o...

  • Article
  • Open Access
18 Citations
4,182 Views
18 Pages

A Performance-Driven MPC Algorithm for Underactuated Bridge Cranes

  • Hanqiu Bao,
  • Qi Kang,
  • Jing An,
  • Xianghua Ma and
  • Mengchu Zhou

20 August 2021

A crane system often works in a complex environment. It is difficult to model or learn its true dynamics by traditional system identification approaches. If a dynamics model is created by minimizing its prediction error, its use tends to introduce in...

  • Article
  • Open Access
15 Citations
3,905 Views
22 Pages

18 August 2021

Human masticatory system exhibits optimal stiffness, energy efficiency and chewing forces needed for the food breakdown due to its unique musculoskeletal actuation redundancy. We have proposed a 6PUS-2HKP (6 prismatic-universal-spherical chains, 2 hi...

  • Communication
  • Open Access
1 Citations
3,049 Views
13 Pages

Improved Haptic Transparency of Bilateral Control Using Torque-Measured Magnetic Coupling

  • Trieu-Khang Tu,
  • I-Haur Tsai,
  • Jia-Yush Yen,
  • Tsu-Chin Tsao and
  • Mi-Ching Tsai

18 August 2021

The integrity and transparency of a haptic feedback in a bilateral control is crucial for precise and accurate operators’ sensation during human–machine interactions. Conventional master and slave bilateral control systems are often subject to unknow...

  • Article
  • Open Access
18 Citations
3,738 Views
19 Pages

18 August 2021

Spiral bevel gears are known for their smooth operation and high load carrying capability; therefore, they are an important part of many transmission systems that are designed for high speed and high load applications. Due to high contact ratio and c...

  • Article
  • Open Access
3 Citations
2,632 Views
17 Pages

18 August 2021

Recently, the development of SiC and GaN high-performance semiconductor devices has led to higher efficiency in power conversion equipment. In order to perform thermal design of power conversion equipment and evaluation of the equipment, it is necess...

  • Article
  • Open Access
14 Citations
3,252 Views
17 Pages

Aeroacoustic Optimization of the Bionic Leading Edge of a Typical Blade for Performance Improvement

  • Haoran Liu,
  • Yeming Lu,
  • Jinguang Yang,
  • Xiaofang Wang,
  • Jinjun Ju,
  • Jiangang Tu,
  • Zongyou Yang,
  • Hui Wang and
  • Xide Lai

18 August 2021

New, innovative optimization approaches to improve turbomachine performance and reduce turbomachine noise are significant in engineering. In this paper, based on the bionic concept, a wave structure is used to shape the leading edge of the blade. Usi...

  • Article
  • Open Access
23 Citations
3,935 Views
14 Pages

3D Measurement of Structured Specular Surfaces Using Stereo Direct Phase Measurement Deflectometry

  • Yuemin Wang,
  • Yongjia Xu,
  • Zonghua Zhang,
  • Feng Gao and
  • Xiangqian Jiang

17 August 2021

With the rapid development of modern manufacturing processes, ultra-precision structured freeform surfaces are being widely explored for components with special surface functioning. Measurement of the 3D surface form of structured specular objects re...

  • Article
  • Open Access
4 Citations
3,973 Views
24 Pages

Effects of Different Hard Finishing Processes on Gear Excitation

  • Maximilian Trübswetter,
  • Joshua Götz,
  • Bernhard Kohn,
  • Michael Otto and
  • Karsten Stahl

16 August 2021

Gearboxes are essential in mechanical drive trains for power transmission. A low noise emission and thus an optimized excitation behavior is a substantial design objective for many applications in terms of comfort and operational safety. There exist...

  • Article
  • Open Access
7 Citations
2,991 Views
22 Pages

14 August 2021

Using the interpolation/extrapolation skills of the core function of an iterative adaptive controller, a structurally simple single essential layer neural network-based topological structure is suggested with fast and explicit single-step teaching an...

  • Article
  • Open Access
3 Citations
4,231 Views
17 Pages

13 August 2021

In this paper, we propose an adaptive data-driven control approach for linear time varying systems, affected by bounded measurement noise. The plant to be controlled is assumed to be unknown, and no information in regard to its time varying behaviour...

  • Article
  • Open Access
5 Citations
3,248 Views
24 Pages

12 August 2021

Aiming at the lack of reliable gradual fault detection and abnormal condition alarm and evaluation ability in the plasticizing process of single-base gun propellant, a fault detection and diagnosis method based on normalized mutual information weight...

  • Article
  • Open Access
19 Citations
6,203 Views
18 Pages

11 August 2021

The work deals with the investigation of the variation of the selected 3D printing process properties that originate from the choice of a slicer. Specifically, the main aim of the present study was to assess the induced changes of the kinematic and g...

  • Article
  • Open Access
1 Citations
4,244 Views
13 Pages

11 August 2021

The paper deals with the behavior of the rotary ultrasonic machining process at different cutting speeds of ceramic materials. This process is relatively new; therefore, there are gaps in information about its behavior at near-critical parameters. We...

  • Article
  • Open Access
3 Citations
6,092 Views
26 Pages

The Development of an Automated Multi-Spit Lamb Rotisserie Machine for Improved Productivity

  • Xun Wei Chia,
  • Poh Kiat Ng,
  • Robert Jeyakumar Nathan,
  • Jian Ai Yeow,
  • Way Soong Lim and
  • Yu Jin Ng

11 August 2021

Innovations in food manufacturing support the agenda for sustainable development goal 9 (SDG9) on industry, innovation and infrastructure. Pursuant to this goal, this study aims to develop an automated multi-spit lamb rotisserie machine that potentia...

  • Article
  • Open Access
6 Citations
3,193 Views
19 Pages

Analysis and Control of Vibrations of a Cartesian Cutting Machine Using an Equivalent Robotic Model

  • Matteo Bottin,
  • Giulio Cipriani,
  • Domenico Tommasino and
  • Alberto Doria

10 August 2021

The vibrations of a Cartesian cutting machine caused by the pneumatic tool are studied with a sub-system approach. The cutting head is modeled as an equivalent robot arm which is able to mimic the measured resonances. The Cartesian structure is model...

  • Article
  • Open Access
6 Citations
3,963 Views
23 Pages

9 August 2021

The deviation correction trajectory of the mechanical vertical drilling system (MVDS) is very important because it is the final embodiment of performance. However, it is impossible to obtain it at the design stage, except when using simulation method...

  • Article
  • Open Access
11 Citations
5,523 Views
15 Pages

Numerical Investigation of Nozzle Jet Flow in a Pelton Microturbine

  • Dorian Nedelcu,
  • Vasile Cojocaru and
  • Raoul-Cristian Avasiloaie

8 August 2021

The characterization of flow through Pelton hydro turbines allows the optimization of their operation and maximization of energy performance. The flow in the injector of Pelton turbines and in the free jet area (the area from the injector outlet surf...

  • Article
  • Open Access
5 Citations
2,496 Views
23 Pages

8 August 2021

The choice of motor and transmission to move a joint must ensure that the torque peaks of the motor lie inside its dynamic operating range. With this aim, this paper proposes an approach in which all the candidate transmissions are processed one by o...

  • Article
  • Open Access
21 Citations
5,200 Views
15 Pages

8 August 2021

Under complex working conditions, vehicle adaptive cruise control (ACC) systems with fixed weight coefficients cannot guarantee good car following performance under all conditions. In order to improve the tracking and comfort of vehicles in different...

  • Article
  • Open Access
11 Citations
3,768 Views
15 Pages

7 August 2021

Mathematical models have been widely used in the study of rotating machines. Their application in dynamics has eased further research since they can avoid time-consuming and exorbitant experimental processes to simulate different faults. The earlier...

  • Article
  • Open Access
21 Citations
3,552 Views
15 Pages

Digital Twin-Driven Mating Performance Analysis for Precision Spool Valve

  • Wenbin Tang,
  • Guangshen Xu,
  • Shoujing Zhang,
  • Shoufeng Jin and
  • Runxiao Wang

7 August 2021

The precision spool valve is the core component of the electro-hydraulic servo control system, and its performance has an important influence on the flight control of aviation and aerospace products. The non-uniform surface topography error causes a...

  • Article
  • Open Access
47 Citations
7,815 Views
16 Pages

7 August 2021

The lightweight design of vehicle components is regarded as a complex optimization problem, which usually needs to achieve two or more optimization objectives. It can be firstly solved by a multi-objective optimization algorithm for generating Pareto...

  • Article
  • Open Access
24 Citations
5,779 Views
18 Pages

Kinematics, Speed, and Anthropometry-Based Ankle Joint Torque Estimation: A Deep Learning Regression Approach

  • Luís Moreira,
  • Joana Figueiredo,
  • João Paulo Vilas-Boas and
  • Cristina Peixoto Santos

6 August 2021

Powered Assistive Devices (PADs) have been proposed to enable repetitive, user-oriented gait rehabilitation. They may include torque controllers that typically require reference joint torque trajectories to determine the most suitable level of assist...

  • Article
  • Open Access
3 Citations
2,642 Views
18 Pages

3 August 2021

This paper proposes an iteration procedure to derive optimal parameters for a multiple switching control architecture. Control design is usually a compromise between various performance requirements; therefore, switching between multiple controllers...

  • Article
  • Open Access
8 Citations
4,063 Views
24 Pages

2 August 2021

Segment assembling is one of the principle processes during tunnel construction using shield tunneling machines. The segment erector is a robotic manipulator powered by a hydraulic system to assemble prefabricated concrete segments onto the excavated...

  • Article
  • Open Access
1 Citations
2,735 Views
13 Pages

Online Nonlinear Error Compensation Circuit Based on Neural Networks

  • Zhenyi Gao,
  • Bin Zhou,
  • Chunge Ju,
  • Qi Wei,
  • Xinxi Zhang and
  • Rong Zhang

Nonlinear errors of sensor output signals are common in the field of inertial measurement and can be compensated with statistical models or machine learning models. Machine learning solutions with large computational complexity are generally offline...

  • Article
  • Open Access
16 Citations
2,961 Views
18 Pages

For mechanical compound fault, it is of great significance to employ the vibration signal of a single-channel compound fault to analyze and realize the separation of multiple fault sources, which is essentially the problem of single-channel blind sou...

  • Communication
  • Open Access
8 Citations
4,784 Views
10 Pages

Passive Gravity Balancing with a Self-Regulating Mechanism for Variable Payload

  • Diego Franchetti,
  • Giovanni Boschetti and
  • Basilio Lenzo

Gravity balancing techniques allow for the reduction of energy consumptions in robotic systems. With the appropriate arrangements, often including springs, the overall potential energy of a manipulator can be made configuration-independent, achieving...

  • Article
  • Open Access
9 Citations
3,793 Views
26 Pages

Transformer: A Multifunctional Fast Unmanned Aerial Vehicles–Unmanned Surface Vehicles Coupling System

  • Mingzhang Chen,
  • Xuancheng Zhang,
  • Xiaoshuang Xiong,
  • Fanfei Zeng and
  • Wuhao Zhuang

With the continuous development of the maritime economy, the maritime unmanned surface vehicles (USVs) and unmanned aerial vehicles (UAVs) have become important parts of the maritime transportation system. Unmanned vehicles play a pivotal role in wat...

  • Article
  • Open Access
5 Citations
3,757 Views
25 Pages

Reconfigurable Machine Tool Design for Box-Type Part Families

  • Yongquan Wang,
  • Guangpeng Zhang,
  • Jiali Wang,
  • Pan Liu and
  • Nina Wang

The reconfigurable manufacturing system (RMS) is a new manufacturing technology and paradigm that resolves the contradictions regarding high efficiency, low cost and flexible production in the mass production of part families. Reconfigurable machine...

  • Article
  • Open Access
21 Citations
3,676 Views
26 Pages

For the problem of AUV target searches in unknown underwater environments, a target search algorithm for AUVs based on a real-time perception map is proposed. Real-time perception maps, including target existence probability maps, uncertainty maps, a...

  • Article
  • Open Access
6 Citations
3,253 Views
13 Pages

Vacuum-based handling, used in many applications and industries, offers great flexibility and fast handling processes. However, due to significant energy conversion losses from electrical energy to the useable suction flow, vacuum-based handling is h...

  • Article
  • Open Access
2 Citations
2,545 Views
12 Pages

Evaluation of the Ability to Accurately Produce Angular Details by 3D Printing of Plastic Parts

  • Andrei Marius Mihalache,
  • Gheorghe Nagîț,
  • Laurențiu Slătineanu,
  • Adelina Hrițuc,
  • Angelos Markopoulos and
  • Oana Dodun

3D printing is a process that has become widely used in recent years, allowing the production of parts with relatively complicated shapes from metallic and non-metallic materials. In some cases, it is challenging to evaluate the ability of 3D printer...

  • Article
  • Open Access
1 Citations
2,322 Views
20 Pages

Evaluation of a Thermal Consolidation Process for the Production of Enhanced Technical Fabrics

  • Angelos Evangelou,
  • Katerina Loizou,
  • Michalis Georgallas,
  • Ernestos Sarris,
  • Orestes Marangos,
  • Loukas Koutsokeras,
  • Stylianos Yiatros,
  • Georgios Constantinides,
  • Charalabos Doumanidis and
  • Vassilis Drakonakis

Fiber reinforced composites are increasingly used in high value applications. A novel technology (NanoWeld®) enhancing the structural integrity of the interlayer has demonstrated promising results; however, manufacturing issues related to scalability...

  • Article
  • Open Access
8 Citations
3,891 Views
19 Pages

Adaptive Direct Teaching Control with Variable Load of the Lower Limb Rehabilitation Robot (LLR-II)

  • Xincheng Wang,
  • Hongbo Wang,
  • Xinyu Hu,
  • Yu Tian,
  • Musong Lin,
  • Hao Yan,
  • Jianye Niu and
  • Li Sun

Most lower limb rehabilitation robots use fixed training trajectories and lack participation of physiotherapists. In addition, there is a lack of attention on combining direct teaching function with rehabilitation robots, which enables physiotherapis...

  • Article
  • Open Access
14 Citations
4,810 Views
16 Pages

A Novel Automated System for the Handling of Car Seat Wires on Plastic Over-Injection Molding Machines

  • F. J. G. Silva,
  • M. R. Soares,
  • L. P. Ferreira,
  • A. C. Alves,
  • M. Brito,
  • R. D. S. G. Campilho and
  • V. F. C. Sousa

The structure of car seats is becoming increasingly complex, with mixing of wire conformation and plastic injection. The plastic over-molding process implies some labor, which can be reduced if novel solutions are applied in this manufacturing area....

  • Article
  • Open Access
7 Citations
4,172 Views
12 Pages

To reduce torque oscillations in electric motors, harmonic current injection (HCI) has been used in industry for some time. For this purpose, higher harmonic currents calculated in advance are injected into the machine. Since the general conditions f...

  • Article
  • Open Access
6 Citations
3,102 Views
22 Pages

Two-dimensional pumps have broad application prospects in aerospace. However, the performance of the pump is degraded because of the clearance problem of the current 2D transmission mechanism. In order to eliminate the clearance between the cam rail...

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Machines - ISSN 2075-1702