A computationally efficient safety assessment for collaborative robotics applications. (August 2017)
- Record Type:
- Journal Article
- Title:
- A computationally efficient safety assessment for collaborative robotics applications. (August 2017)
- Main Title:
- A computationally efficient safety assessment for collaborative robotics applications
- Authors:
- Parigi Polverini, Matteo
Zanchettin, Andrea Maria
Rocco, Paolo - Abstract:
- Abstract: Safety during interaction with unstructured and dynamic environments is now a well established requirement for complex robotic systems. A wide variety of approaches focus on the introduction of safety evaluation methods in order to shape a consequent safety-oriented control strategy, able to reactively prevent collisions between the robot and potential obstacles, including a human being. This paper presents a new safety assessment, named kinetostatic safety field, that captures the risk in the vicinity of an arbitrary rigid body "source of danger" (e.g. an obstacle, a human body part or a robot link) moving in R 3 . The safety field depends on the position and velocity of the body but it is also influenced by its real shape and size, exploiting its triangular mesh. The introduction of a body-fixed reference frame in the definition of the field provides closed form computability and an effective computation time reduction, that allows for real-time applications. In particular, intensive computations, connected to the specific body geometry, can be performed only once and off-line, ensuring a fast and constant on-line computation time, independently of the number of mesh elements. Furthermore, we combine the safety field concept with a safety-oriented reactive control strategy for redundant manipulators. Our approach allows to enhance safety in several real-time collision avoidance scenarios, including collision avoidance with potential obstacles, self-collisionAbstract: Safety during interaction with unstructured and dynamic environments is now a well established requirement for complex robotic systems. A wide variety of approaches focus on the introduction of safety evaluation methods in order to shape a consequent safety-oriented control strategy, able to reactively prevent collisions between the robot and potential obstacles, including a human being. This paper presents a new safety assessment, named kinetostatic safety field, that captures the risk in the vicinity of an arbitrary rigid body "source of danger" (e.g. an obstacle, a human body part or a robot link) moving in R 3 . The safety field depends on the position and velocity of the body but it is also influenced by its real shape and size, exploiting its triangular mesh. The introduction of a body-fixed reference frame in the definition of the field provides closed form computability and an effective computation time reduction, that allows for real-time applications. In particular, intensive computations, connected to the specific body geometry, can be performed only once and off-line, ensuring a fast and constant on-line computation time, independently of the number of mesh elements. Furthermore, we combine the safety field concept with a safety-oriented reactive control strategy for redundant manipulators. Our approach allows to enhance safety in several real-time collision avoidance scenarios, including collision avoidance with potential obstacles, self-collision avoidance and safe human–robot coexistence. The proposed control strategy is validated through experiments performed on an ABB FRIDA dual arm robot. Abstract : Highlights: A new safety assessment, named kinetostatic safety field, for robots in interaction with humans and the environment is proposed. The safety field is easily and efficiently computable for a moving rigid body, represented by a triangular mesh with arbitrary number of mesh elements, thus allowing for real-time applications. The safety field concept is combined with a safety oriented control strategy for redundant robots, experimentally validated on an ABB FRIDA dual arm robot. … (more)
- Is Part Of:
- Robotics and computer-integrated manufacturing. Volume 46(2017)
- Journal:
- Robotics and computer-integrated manufacturing
- Issue:
- Volume 46(2017)
- Issue Display:
- Volume 46, Issue 2017 (2017)
- Year:
- 2017
- Volume:
- 46
- Issue:
- 2017
- Issue Sort Value:
- 2017-0046-2017-0000
- Page Start:
- 25
- Page End:
- 37
- Publication Date:
- 2017-08
- Subjects:
- Kinetostatic safety field -- Safety assessment -- Motion control -- Physical human–robot interaction -- Redundant robots
Robots, Industrial -- Periodicals
Computer integrated manufacturing systems -- Periodicals
Robotics -- Periodicals
Robots industriels -- Périodiques
Productique -- Périodiques
Robotique -- Périodiques
670.285 - Journal URLs:
- http://www.sciencedirect.com/science/journal/07365845 ↗
http://www.elsevier.com/journals ↗
http://www.journals.elsevier.com/robotics-and-computer-integrated-manufacturing/ ↗ - DOI:
- 10.1016/j.rcim.2016.11.002 ↗
- Languages:
- English
- ISSNs:
- 0736-5845
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 8000.453200
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 1721.xml