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An improved S-curve motion profile with local input shaping for vibration suppression in robotic systems

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Abstract
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This paper presents an improved S-curve motion profile to address vibration issues in industrial robots. While numerous studies have optimized motion commands based on the S-curve feedrate profile for vibration suppression, their performance in damped systems has often been suboptimal. To this end, the proposed profile integrates an improved S-curve feedrate motion with local input shaping to accelerate vibration attenuation. The design method is also introduced to minimize its total motion time. Compared with the optimized S-curve, and the time-optimal smooth S-curve, the proposed method based on the improved S-curve possesses superior vibration suppression capability. Furthermore, the improved S-curve achieves this with less time delay than the optimized smooth S-curve. Experimental validations on a serial industrial robot and a gantry platform confirm the practical effectiveness of the proposed motion profile in reducing vibrations, supporting its applicability in robotic systems.

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  • PDF Download Icon
  • Research Article
  • Cite Count Icon 1
  • 10.1088/1757-899x/514/1/012023
Classification of industrial robots according to the number of degrees of mobility-structural synthesis and useful configurations
  • May 1, 2019
  • IOP Conference Series: Materials Science and Engineering
  • I Staretu

Industrial serial robots can be classified according to several criteria, the most important being: the number of mobility degrees or independent movements, the number of independent kinematic axes, the shape of the workspace, the value of the useful load, the precision of touching a predetermined point, etc. Among these criteria, the number of degrees of mobility directly determines the structure of the kinematic chain corresponding to the robot and implicitly its construction, functionality and utility. In this paper, we define the three classes of industrial serial robots according to the degree of mobility: the class of industrial serial robots of minimum configuration, the class of redundant industrial serial robots and the class of hyper-redundant industrial serial robots. For each class of industrial serial robots the structural synthesis method is presented and representative examples of structures are given.

  • Book Chapter
  • 10.9734/bpi/naer/v1/7925d
Classification of Industrial Robots According to the Number of Degrees of Mobility-structural Synthesis, Useful Configurations, Work Spaces and Kinematics
  • Jun 24, 2021
  • Ionel Staretu

Serial industrial robots can be classified according to several criteria, the most important being: the number of mobility degrees or independent movements, the number of independent kinematic axis, the shape of the workspace, the value of the useful load, the precision of touching a predetermined point, etc. Among these criteria, the number of degrees of mobility directly determines the structure of the kinematic chain corresponding to the robot and implicitly its construction, functionality and utility. In this paper, we define the three classes of industrial serial robots according to the degree of mobility: the class of serial industrial robots of minimum configuration, the class of redundant serial industrial robots and the class of hyper-redundant serial industrial robots. For each class of serial industrial robots the structural synthesis method is presented and representative examples of structures are given. For two versions of redundant chain workspaces are represented, first sequentially, successively for each coupling, starting with the first coupling from the kinematic chain base and then the workspace is represented totally by overlapping workspaces obtained for each coupling. We present the direct kinematics analysis for kinematic chain with 6 and 8 axis using the homogeneous operators’ method too.

  • Dissertation
  • 10.23889/suthesis.60034
Active vibration control of a flexible robot link using piezoelectric actuators
  • Jan 1, 2022
  • Darren Williams

Nuisance vibrations are a concern throughout the engineering realm, and many re-searchers are dedicated to finding a solution to attenuate them. This research primarily focusses upon the suppression of vibrations in a robot system, with the control system being designed so that it is both affordable and lightweight. Such constraints aim to provide a solution that may be utilised in a variety of applications. The utilisation of piezoelectric elements as both actuators and sensors provides several advantages in that they are lightweight, easily integrated into an existing system and have a good force to weight ratio when used as actuators. To read and control these elements a single board computer was employed, in acknowledgement of the constraining parameters of the design. The amalgamation of vibration control and robotics has lent to the re-search being conducted with separate objectives set, isolating certain elements of the overall system design for validation. Ultimately, these separate investigations progress to the integration of the robot and control systems prior to further research concerning nonlinear vibrations, dynamic control and the discrete-time domain modelling of the system.This research first investigates the viability of the chosen components as a vibration attenuation solution. In addition, analytical models of the system have been created, for two types of sensors to determine the most effective; an inertial measurement unit and a collocated pair of piezoelectric sensors. These models are based on Euler-Bernoulli beam theory and aim to validate the control theory through a comparison of the experimental data. These experiments isolate the vibration problem from a robot system through the investigation of the control of a long slender beam envisioned as a robot manipulator link, but excited using a shaker platform in a sinusoidal manner. An observation of the theory related to the voltage produced by the piezoelectric elements, suggests that even with the application of only proportional control by the system, the controlled output would have components indicative of both proportional and derivative control. This observation and the underlying theory are further analysed within this research.The next objectives are to compare the performance of the control system developed in this research which utilises a Raspberry Pi 3B+ [1] with one that employs a dSPACE MicroLabBox [2], and to determine the suitability of the former for use with robot sys-tems. With the former ensuring that the constraints placed on the design, those which influenced the selection of the components, does not conclude to the dSPACE Micro-LabBox system being overtly preferable. The latter investigates both the impact of the system’s inclusion on the functionality of the system and the system’s perform-ance with respect to the intended application. The KUKA LBR iiwa 7 R800 [3] robot manipulator is utilised to satisfy this objective, wherein the link is mounted on the end effector of the manipulator acting as an eighth link. The final investigation in this research pertains to the attenuation of nonlinear vibrations experienced by a robot manipulator link. Additional components were added to the link to induce a geometric nonlinearity in the system. An analytical model of the amended system was created to validate the theory through comparison with experimental results. The control system was employed for multiple cases to ascertain the level of its performance with regards to the suppression of nonlinear vibrations.

  • Research Article
  • Cite Count Icon 45
  • 10.1108/ir-07-2012-387
Characterization and experimental evaluation of gear transmission errors in an industrial robot
  • Aug 16, 2013
  • Industrial Robot: An International Journal
  • Mohamed Slamani + 1 more

PurposeThis paper proposes a simple technique for assessing the effect of gear transmission errors in a six‐axis industrial serial robot, as these errors can vitally affect the industrial robot's positioning accuracy.Design/methodology/approachThe experimental procedure is developed using a laser interferometer system to measure bidirectional linear position errors for an ABB IRB 1600 industrial robot. A simple technique based on fast Fourier transformation (FFT) analysis is devised and implemented for the characterization, evaluation, and quantification of gear transmission errors. Structural deformation and backlash error are also discussed.FindingsThe authors found that the major sources of error affecting the performance of the robot come from joints two and three. They also found that eccentricity errors, structural deformations, and backlash are the most important sources of error affecting the accuracy and the repeatability of the industrial robot studied. Additional tests show that the robot's first joint has relatively poor bidirectional repeatability.Practical implicationsThe usefulness of a laser tracker (or any other large range portable 3D measurement system) is questionable for assessing – let alone analyzing in depth – the gear transmission errors of some of today's industrial robots. The authors demonstrate in this paper that a laser interferometer system can successfully measure gear transmission errors very accurately. The proposed methodology is simple, efficient, and easy to use for the characterization and quantification of the errors.Originality/valueThis work is the first to detail the use of the laser interferometer system for the characterization of the gear transmission errors of an industrial robot. A methodology has been developed and implemented for very accurately quantifying the effects of gear transmission errors, structural deformations, and backlash. The proposed methodology greatly simplifies the measurement set‐up and accelerates error quantification.

  • Research Article
  • Cite Count Icon 37
  • 10.1108/01439911011009948
Simulation of friction stir welding using industrial robots
  • Jan 12, 2010
  • Industrial Robot: An International Journal
  • Antoine Bres + 6 more

PurposeThe purpose of this paper is to establish a model‐based framework allowing the simulation, analysis and optimization of friction stir welding (FSW) processes of metallic structures using industrial robots, with a particular emphasis on the assembly of aircraft components made of aerospace aluminum alloys.Design/methodology/approachAfter a first part of the work dedicated to the kinetostatic and dynamical identification of the robotic mechanical system, a complete analytical model of the robotized process is developed, incorporating a dynamic model of the industrial robot, a multi‐axes macroscopic visco‐elastic model of the FSW process and a force/position control unit of the system. These different modules are subsequently implemented in a high‐fidelity multi‐rate dynamical simulation.FindingsThe developed simulation infrastructure allowed the research team to analyze and understand the dynamic interaction between the industrial robot, the control architecture and the manufacturing process involving heavy load cases in different process configurations. Several critical process‐induced perturbations such as tool oscillations and lateral/rotational deviations are observed, analyzed, and quantified during the simulated operations.Practical implicationsThe presented simulation platform will constitute one of the key technology enablers in the major research initiative carried out by NRC Aerospace in their endeavor to develop a robust robotic FSW platform, allowing both the development of optimal workcell layouts/process parameters and the validation of advanced real‐time control laws for robust handling of critical process‐induced perturbations. These deliverables will be incorporated in the resulting robotic FSW technology packaged for deployment in production environments.Originality/valueThe paper establishes the first model‐based framework allowing the high‐fidelity simulation, analysis and optimization of FSW processes using serial industrial robots.

  • PDF Download Icon
  • Research Article
  • Cite Count Icon 26
  • 10.1177/1687814015590289
A hybrid least-squares genetic algorithm–based algorithm for simultaneous identification of geometric and compliance errors in industrial robots
  • Jun 1, 2015
  • Advances in Mechanical Engineering
  • Jian Zhou + 1 more

Due to the flexibility of robot joints and links, industrial robots can hardly achieve the accuracy required to perform tasks when a payload is attached at their end-effectors. This article presents a new technique for identifying and compensating compliance errors in industrial robots. Within this technique, a comprehensive error model consisting of both geometric and compliance errors is established, where joint compliance is modeled as a piecewise linear function of joint torque to approximate the nonlinear relation between joint torque and torsional angle. A hybrid least-squares genetic algorithm–based algorithm is then developed to simultaneously identify the geometric parameters, joint compliance values, and the transition joint torques. These identified geometric and non-geometric parameters are then used to compensate geometric and joint compliance errors. Finally, the developed technique is applied to a 6 degree-of-freedom industrial serial robot (Hyundai HA006). Experimental results are presented that demonstrate the effectiveness of the identification and compensation techniques.

  • Research Article
  • Cite Count Icon 8
  • 10.1115/1.4064573
Sensitivity Analysis of Performance Tests for Six-Degree-of-Freedom Serial Industrial Robots
  • Feb 27, 2024
  • Journal of Mechanisms and Robotics
  • Ling Wang + 4 more

The international standard ISO 9283:1998 is popular for performance tests of industrial robots at present. It is desirable that the tests described in this standard should be sensitive to error sources of robot end positioning/orientation. In this paper, first, the kinematic and the joint stiffness model parameters are identified experimentally for two models of six-DOF (degree-of-freedom) serial industrial robots (i.e., the ABB IRB 1410 and UR5 robots). Then, the standard deviations of the derived model parameters are obtained as error inputs for the sensitivity analysis of the performance tests including the positioning/orientation accuracy/repeatability tests. By simulating the error sensitivity of the positioning/orientation accuracy/repeatability test methods for industrial robots, it is analyzed whether the tests described in the ISO 9283:1998 Standard are sensitive to the focused error sources, showing the limitations of the evaluation index of the ISO 9283:1998 Standard. The results show that for six-DOF serial industrial robots, the positioning accuracy test is the key to determining their motion performance. The orientation accuracy and repeatability tests are not necessary if the positioning accuracy and repeatability tests can be done for six-DOF serial industrial robots. Finally, the improvement suggestion of the performance test method is proposed. The research of this paper is beneficial for improving the performance evaluation methods of industrial robots. It can also help robot manufacturing enterprises analyze and improve the positioning/orientation accuracy/repeatability of their products.

  • Research Article
  • Cite Count Icon 141
  • 10.1108/01439911211192501
Assessment of the positioning performance of an industrial robot
  • Jan 6, 2012
  • Industrial Robot: An International Journal
  • Mohamed Slamani + 2 more

PurposeThe purpose of this paper is to investigate the use of a laser tracker, a laser interferometer system and a telescopic ballbar for assessing the positioning performance of a six‐axis industrial serial robot. The paper also aims to illustrate the limitations of these three metrology instruments for the assessment of robot positioning performance and to demonstrate the inadequacy of simplistic performance tests.Design/methodology/approachSpecific test methods in the case of the laser interferometer system and the telescopic ballbar are proposed. Measurements are analyzed in accordance to the ISO 9283 norm.FindingsIt is found that, in static conditions and after a relatively short warm‐up, the unidirectional position repeatability of the non‐calibrated industrial robot under study (an ABB IRB 1600) is better than 37 μm, the unidirectional orientation repeatability is at worst 87 μrad, the linear position accuracy is better than 650 μm, and the rotation accuracy is at worst 2.8 mrad (mainly because of the sixth robot axis). It was also found that the dynamic (radial) errors due to vibrations can be up to approximately ±250 μm along a small circular path at TCP speed of 700 mm/s.Practical implicationsIt is pointed out that the use of a laser tracker (or any other large range portable 3D measurement system) is questionable for assessing – let alone analyzing in depth – the unidirectional position repeatability of some of today's industrial robots. It is also demonstrated that the laser interferometer system can be used for measuring linear errors along a linear path of motion as well as angular errors about axes orthogonal to the path of motion. Finally, it is shown that the telescopic ballbar is an excellent, comparably low‐cost, high‐precision tool for assessing the static and dynamic positioning performance of industrial robots and its use in robotics should be further developed.Originality/valueThis work is the first to detail the use of three metrology equipments for assessing the positioning performance of an industrial robot. Experimental results are presented and discussed. Some guidelines for optimizing the positioning performance of an industrial robot are provided.

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  • Research Article
  • Cite Count Icon 8
  • 10.1177/1729881418793022
Analysis of flexible supported industrial robot on terminal accuracy
  • Jul 1, 2018
  • International Journal of Advanced Robotic Systems
  • Liping Wang + 4 more

To meet comprehensive performance requirements of large workspace, lightweight, and low energy consumption, and flexible supported industrial robots emerge, which are usually composed of a six-degrees-of-rotational-freedom (6R) industrial robot and a flexible support. Flexible support greatly expands the motion range of the attached industrial robot. Flexible supported industrial robots have been adopted in surface coating of large structures such as aircrafts and rockets. However, the rigid–flexible coupling exists in these robot systems. When the industrial robot moves, the reaction force and torque of the robot disturb the flexible support and introduce vibration, which may result in the deterioration of the system’s terminal accuracy. This study focuses on both the robot body accuracy and system vibration suppression to improve the terminal accuracy of the flexible supported industrial robot. Firstly, based on kinematics analysis, accuracy of the industrial robot is investigated with the local conditioning index. Then, reaction force and torque ellipsoids are proposed with the deduced dynamic model to evaluate disturbances that the industrial robot applies to the flexible support. Considering these two aspects, the high-quality workspace of the flexible supported industrial robot is established. Numerical simulations show that reaction force and torque are effectively limited in the high-quality workspace, which greatly reduce the vibration energy and improve the terminal accuracy of the system.

  • Research Article
  • Cite Count Icon 56
  • 10.1007/s11548-021-02484-0
An image-guided hybrid robot system for dental implant surgery.
  • Aug 27, 2021
  • International Journal of Computer Assisted Radiology and Surgery
  • Yuan Feng + 7 more

Dental implant surgery is an effective method for remediating the loss of teeth. Robot is expected to increase the accuracy of dental implant surgery. However, most of them are industrial serial robot, with low stiffness and non-unique inverse kinematic solution, which may reduce the success rate and safety of robotic surgery. Compared to serial robot, parallel robot is more stiffness and has unique inverse kinematic. However, its workspace is small, which may not meet surgical requirements. Therefore, a novel hybrid robot dedicated to dental implant is proposed. The hybrid robot is composed of three translation joints, two revolute joints, and Stewart parallel manipulator. Stewart is used for performing surgical operation, while the joints are used for enlarging the workspace of Stewart. In order to ensure the safety of robot motion, physical human-robot interaction based on a variable admittance controller is applied in the robotic system. In addition, considering the small workspace of Stewart, an optimal model is proposed to minimize the joint movement of Stewart in adjusting the orientation of drill bit. Phantom experiments were carried out based on the prototype robot. In the experiments, the optimal model could be solved after 20 iterations, finding an ideal joint configuration. The proposed variable admittance controller could enhance comfort level effectively. The accuracy of robot is evaluated by angle, entry and exit deviation, which are 0.74 ± 0.25°, 0.93 ± 0.28mm, and 0.96 ± 0.23mm, respectively. The phantom experiments validate the functionality of the proposed hybrid robot. The satisfactory performance makes it more widely used in the practical dental implant surgery in the future.

  • Research Article
  • Cite Count Icon 4
  • 10.1088/1755-1315/949/1/012024
The use of modern robotic systems in the agro-industrial complex
  • Jan 1, 2022
  • IOP Conference Series: Earth and Environmental Science
  • I G Shashkova + 3 more

The article presents assessment of the role of digital technologies in the co-evolution of all elements of production systems, their comparison with traditional production technologies, the value of strengths and weaknesses of introducing digitalization into production processes of agricultural enterprises, the systematization of the experience of using robotic systems, the importance of disseminating information on the effective management of the digital transformation and the use of robots in the dairy industry. The authors estimate the effect of investments in digital technologies of agricultural enterprises. The classification of agricultural robots is carried out depending on the type of tasks performed. The results of the study of the world market of agricultural robots are presented and the dynamics of global investments in digital technologies of agricultural production is analyzed. The dependence of the result of using robotic systems on the scale of production is revealed. An assessment of the economic feasibility of switching to robotic systems for dairy production has been carried out. The structure and trends of the market of robotic milking systems in the Russian Federation are evaluated. Russian regions are grouped according to the number of operating robotic milking systems. The prospects for the further implementation of robotic systems in the production processes of agricultural enterprises and the role of state support in this process are assessed.

  • Conference Article
  • Cite Count Icon 4
  • 10.1109/icrest57604.2023.10070037
Design of Industrial Robotic Arm For Surgical Applications
  • Jan 7, 2023
  • Hafzur Rahman Chowdhury + 2 more

Since robot-assisted surgical systems incorporate many of the advantages of minimally invasive surgery, such as decreased postoperative trauma, faster recoveries, and lower overall treatment costs, they are increasingly being used in medical procedures. Using these robotic systems, surgeons can work in areas where traditional surgical tools would be impractical, such as tiny; tight the capabilities of a human hand as an operator are typically somewhat restricted. The act of movement itself helps to improve this sort of dexterity. Robotic scaling, which converts the operator's massive motions into the tiny actions of the robotic end effector. For instance, the Da Vinci System's EndoWrist end effector tool. These systems' drawbacks include the expensive cost of surgery, the lack of feedback, and the surgeon's operating mobility. The surgeon isn't inside the patient during these surgeries. Human tissue won't resist cutting. Thus, one can damage healthy tissues or break a thread by sewing too hard. A new system was developed in this study using ustepper (an industrial palletizer robot), EndoWrist needle and a CNC milling machine. Industrial robotics were merged with the medical robotics to bring more benefits. The developed surgical robot has more movement options for the surgeons to operate in the human body. Cambridge Medical Robot (CMR) and DLR Surgical Robot System's characteristics were studied and merged together into this design. Industrial and medical robotics have collaborated to create this particular design.

  • Research Article
  • Cite Count Icon 2
  • 10.1115/1.4056830
Kinetostatic Optimization for Kinematic Redundancy Planning of Nimbl’Bot Robot
  • Mar 27, 2023
  • Journal of Mechanisms and Robotics
  • Angelica Ginnante + 3 more

In manufacturing industry, computer numerical control (CNC) machines are often preferred over industrial serial robots (ISR) for machining tasks. Indeed, CNC machines offer high positioning accuracy, which leads to slight dimensional deviation on the final product. However, these machines have a restricted workspace generating limitations in the machining work. Conversely, ISR are typically characterized by a larger workspace. ISR have already shown satisfactory performance in tasks like polishing, grinding, and deburring. This paper proposes a kinematic redundant robot composed of a novel two degrees-of-freedom mechanism with a closed kinematic chain. After describing a task-priority inverse kinematic control framework used for joint trajectory planning exploiting the robot kinematic redundancy, the paper analyses the kinetostatic performance of this robot depending on the considered control tasks. Moreover, two kinetostatic tasks are introduced and employed to improve the robot performance. Simulation results show how the robot better performs when the optimization tasks are active.

  • Conference Article
  • Cite Count Icon 2
  • 10.1109/iccas.2008.4694277
Eigenvector assignment based vibration suppression control for a two link flexible joint robot arm
  • Oct 1, 2008
  • Heeyoung Park + 1 more

As industrial robots are requested to be faster and more accurate, the vibration suppression control comes to play an important role for the robot motion control. This paper suggests a control method based on the eigenvector assignment to suppress the vibration of a two link flexible joint robot arm. The algorithm uses the right eigenvector assignment to reduce the errors and the vibration of the arm. The suggested algorithm is verified with a simulation using a dynamics simulator and with an experiment using a serial type industrial robot of 165 kg payload. The results of the simulation and experiment show the enhanced vibration suppression performance compared with that of eigenvalue assignment algorithm.

  • Research Article
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Model Prediction and Optimization of Belt Drive System Vibration Suppression Based on Industrial Robot Joints
  • Apr 25, 2024
  • Journal of Electrical Systems
  • Bo Xu

Addressing the vibration issues caused by torsional angle changes in the belt transmission systems of industrial robots during practical applications, this paper introduces a control strategy that integrates a Model Predictive Control (MPC) compensation mechanism. By applying the Lagrangian method, a dynamic mathematical model correlating torsional angle and torque was established, and an algorithm design combining MPC with its compensatory controller was developed. This strategy was validated in a MATLAB simulation environment. Simulation results demonstrate that, compared to traditional sliding mode control, the newly proposed controller significantly improved response speed in tracking the torsional angle's position and angular velocity, achieving enhancements of approximately 2 seconds and 1 second, respectively. This led to higher tracking accuracy and faster convergence speed, effectively enhancing the vibration suppression performance of industrial robot joint belt transmission systems.

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