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Article
Publication date: 4 September 2017

Jian-jun Yuan, Weiwei Wan, Xiajun Fu, Shuai Wang and Ning Wang

This paper aims to propose a novel method to identify the parameters of robotic manipulators using the torque exerted by the robot joint motors (measured by current sensors).

Abstract

Purpose

This paper aims to propose a novel method to identify the parameters of robotic manipulators using the torque exerted by the robot joint motors (measured by current sensors).

Design/methodology/approach

Previous studies used additional sensors like force sensor and inertia measurement unit, or additional payload mounted on the end-effector to perform parameter identification. The settings of these previous works were complicated. They could only identify part of the parameters. This paper uses the torque exerted by each joint while performing Fourier periodic excited trajectories. It divides the parameters into a linear part and a non-linear part, and uses linear least square (LLS) parameter estimation and dual-swarm-based particle swarm optimization (DPso) to compute the linear and non-linear parts, respectively.

Findings

The settings are simpler and can identify the dynamic parameters, the viscous friction coefficients and the Coulomb friction coefficients of two joints at the same time. A SIASUN 7-Axis Flexible Robot is used to experimentally validate the proposal. Comparison between the predicted torque values and ground-truth values of the joints confirms the effectiveness of the method.

Originality/value

The proposed method identifies two joints at the same time with satisfying precision and high efficiency. The identification errors of joints do not accumulate.

Details

Assembly Automation, vol. 37 no. 4
Type: Research Article
ISSN: 0144-5154

Keywords

Article
Publication date: 27 July 2018

Yunfei Dong, Tianyu Ren, Ken Chen and Dan Wu

This paper aims to improve the accuracy of robot payload identification and decrease the complexity in its industrial application by developing a new method based on the actuator…

Abstract

Purpose

This paper aims to improve the accuracy of robot payload identification and decrease the complexity in its industrial application by developing a new method based on the actuator current.

Design/methodology/approach

Instead of previous general robot dynamic modeling of the actuators, links, together with payload inertial parameters, the paper discovers that the difference of the actuator torque between the robot moving along the same trajectory with and without carrying payload can be described as a function of the payload inertial parameters directly. Then a direct dynamic identification model of payload is built, a set of specialized novel exciting trajectories are designed for accurate identification and the least square method is applied for the estimation of the load parameters.

Findings

The experiments confirm the effectiveness of the proposed method in robot payload identification. The identification accuracy is greatly improved compared with that of existing methods based on the actuator current and is close to the accuracy of the methods that direct use the wrist-mounted force-torque sensor.

Practical implications

As the provided experiments indicate, the proposed method expands the application range and greatly improves the accuracy, hence making payload identification fully operational in the industrial application.

Originality/value

The novelty of such an identification method is that it does not require the rotor inertias and inertial parameters of links as a prior knowledge, and the specially designed trajectories provide completed decoupling of the load parameters.

Details

Industrial Robot: An International Journal, vol. 45 no. 4
Type: Research Article
ISSN: 0143-991X

Keywords

Article
Publication date: 8 May 2007

Gianluca Antonelli, Stefano Chiaverini, Gian Paolo Gerio, Marco Palladino and Gerardo Renga

A minimum‐time path‐following algorithm for industrial robots is presented in this paper.

Abstract

Purpose

A minimum‐time path‐following algorithm for industrial robots is presented in this paper.

Design/methodology/approach

The algorithm generates off‐line a trajectory that, by exploiting knowledge of the dynamic model, takes into account the actuators' torque limits while preserving the geometric path.

Findings

The algorithm has been designed, implemented and extensively tested on a Comau SMART H4 robot, a closed‐chain six‐degree‐of‐freedom industrial manipulator.

Practical implications

The algorithm is currently part of the new generation of industrial controllers of the Comau robots, the C4G controller. It is a feature added as with the name SmartMove4.

Originality/value

The paper presents a new minimum‐time path‐following algorithm for industrial robots that, by exploiting knowledge of the dynamic model, takes into account the actuators' torque limits while preserving the geometric path.

Details

Industrial Robot: An International Journal, vol. 34 no. 3
Type: Research Article
ISSN: 0143-991X

Keywords

Article
Publication date: 2 April 2019

Preeti Narwal and Jogendra Kumar Nayak

This paper aims to investigate consumer behaviour in response to social norms under pay-what-you-want (PWYW) pricing. Specifically, it explores the critical role of social norms…

1392

Abstract

Purpose

This paper aims to investigate consumer behaviour in response to social norms under pay-what-you-want (PWYW) pricing. Specifically, it explores the critical role of social norms such as norm priming and consumer prior trust in the retailer on consumers’ perceived price fairness, trust, willingness to pay, purchase intentions and intentions to spread negative word of mouth about the retailer.

Design/methodology/approach

Data on dependent measures were collected through the scenario-based online experimental approach and assessed using MANOVA analysis.

Findings

Results confirm the significance of norms by indicating the critical role of norm belief on consumer responses. Also, increasing the salience of norms by priming them usually intensifies negative behaviour, and pre-existing trust in the retailer serves as an imperfect cushion against consumer negative reactions to norm violation, but this effect is observed to be decreasing with increase in prior trust.

Research limitations/implications

Further research should consider the contextual (time, place, media) influences and assumptions to increase the generalizability of the findings.

Originality/value

To the best of the authors’ knowledge, this is the first paper to explicitly examine the effects of social-norm compliance by sellers on consumer behaviour in the context of PWYW pricing.

Details

Journal of Consumer Marketing, vol. 36 no. 4
Type: Research Article
ISSN: 0736-3761

Keywords

Article
Publication date: 4 January 2016

Andy Gatley

The purpose of this paper is to explore the routine, everyday experiences and attitudes people bring to cooking and eating and aims to compare the significance of such culinary…

1187

Abstract

Purpose

The purpose of this paper is to explore the routine, everyday experiences and attitudes people bring to cooking and eating and aims to compare the significance of such culinary cultures to diets in France and Britain.

Design/methodology/approach

The initial phase of this qualitative, comparative research involved in-depth interviews with 13 French and 14 British citizens who were each asked to reflect upon foods eaten in the home, preparation methods and issues surrounding dietary practices and culinary cultures. The next phase of the research asked “experts” working within the field to reflect and elaborate upon the initial findings and in total ten French and nine British “experts” were interviewed.

Findings

The results reveal how to a greater extent French respondents relied upon raw ingredients from which they more regularly prepared “traditional”, structured and commensal meal occasions. Such a food model remains a significant part of everyday life and culinary cultures in France support the consumption of a relatively healthy diet unlike in Britain.

Research limitations/implications

This is a small exploratory study based on a limited number of respondents. Further research would benefit from observing what people actually do rather than relying on what people say they do.

Practical implications

Those responsible for promoting healthier diets need to further prioritise the significance of culinary cultures to cooking practices and diet.

Originality/value

While the influence of domestic cooking practices on food intake has received some scholarly attention, this paper presents a more holistic insight into how culinary cultures can play a significant mediating role on diets more generally.

Details

British Food Journal, vol. 118 no. 1
Type: Research Article
ISSN: 0007-070X

Keywords

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