Grasp Point Optimization and Leakage-Compliant Dimensioning of Energy-Efficient Vacuum-Based Gripping Systems

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 highly energy-inefficient. In preliminary work, we...

Full description

Bibliographic Details
Main Authors: Felix Gabriel, Susanna Baars, Martin Römer, Klaus Dröder
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Machines
Subjects:
Online Access:https://www.mdpi.com/2075-1702/9/8/149
id doaj-eccf65e3f3ff4a939dcf42440399ea25
record_format Article
spelling doaj-eccf65e3f3ff4a939dcf42440399ea252021-08-26T13:59:33ZengMDPI AGMachines2075-17022021-07-01914914910.3390/machines9080149Grasp Point Optimization and Leakage-Compliant Dimensioning of Energy-Efficient Vacuum-Based Gripping SystemsFelix Gabriel0Susanna Baars1Martin Römer2Klaus Dröder3Institute of Machine Tools and Production Technology, Technische Universität Braunschweig, Langer Kamp 19b, 38106 Braunschweig, GermanyInstitute of Machine Tools and Production Technology, Technische Universität Braunschweig, Langer Kamp 19b, 38106 Braunschweig, GermanyInstitute of Machine Tools and Production Technology, Technische Universität Braunschweig, Langer Kamp 19b, 38106 Braunschweig, GermanyInstitute of Machine Tools and Production Technology, Technische Universität Braunschweig, Langer Kamp 19b, 38106 Braunschweig, GermanyVacuum-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 highly energy-inefficient. In preliminary work, we showed that our grasp optimization method offers the potential to save at least 50% of energy by a targeted placement of individual suction cups on the part to be handled. By considering the leakage between gripper and object, this paper aims to extend the grasp optimization method by predicting the effective compressed air consumption depending on object surface roughness, gripper diameter and gripper count. Through balancing of the target pressure difference and the leakage tolerance in combination with the gripper count and gripper diameter, significant reductions of the compressed air, use and therefore the overall energy consumption, can be achieved. With knowledge about the gripper-specific leakage behavior, in the future it will be straightforward for system integrators to minimize the need for oversizing due to process-related uncertainties and therefore to provide application-specific and energy-optimized handling solutions to their customers.https://www.mdpi.com/2075-1702/9/8/149vacuum-based handlingenergy-efficiencyautomationmodelingoptimization
collection DOAJ
language English
format Article
sources DOAJ
author Felix Gabriel
Susanna Baars
Martin Römer
Klaus Dröder
spellingShingle Felix Gabriel
Susanna Baars
Martin Römer
Klaus Dröder
Grasp Point Optimization and Leakage-Compliant Dimensioning of Energy-Efficient Vacuum-Based Gripping Systems
Machines
vacuum-based handling
energy-efficiency
automation
modeling
optimization
author_facet Felix Gabriel
Susanna Baars
Martin Römer
Klaus Dröder
author_sort Felix Gabriel
title Grasp Point Optimization and Leakage-Compliant Dimensioning of Energy-Efficient Vacuum-Based Gripping Systems
title_short Grasp Point Optimization and Leakage-Compliant Dimensioning of Energy-Efficient Vacuum-Based Gripping Systems
title_full Grasp Point Optimization and Leakage-Compliant Dimensioning of Energy-Efficient Vacuum-Based Gripping Systems
title_fullStr Grasp Point Optimization and Leakage-Compliant Dimensioning of Energy-Efficient Vacuum-Based Gripping Systems
title_full_unstemmed Grasp Point Optimization and Leakage-Compliant Dimensioning of Energy-Efficient Vacuum-Based Gripping Systems
title_sort grasp point optimization and leakage-compliant dimensioning of energy-efficient vacuum-based gripping systems
publisher MDPI AG
series Machines
issn 2075-1702
publishDate 2021-07-01
description 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 highly energy-inefficient. In preliminary work, we showed that our grasp optimization method offers the potential to save at least 50% of energy by a targeted placement of individual suction cups on the part to be handled. By considering the leakage between gripper and object, this paper aims to extend the grasp optimization method by predicting the effective compressed air consumption depending on object surface roughness, gripper diameter and gripper count. Through balancing of the target pressure difference and the leakage tolerance in combination with the gripper count and gripper diameter, significant reductions of the compressed air, use and therefore the overall energy consumption, can be achieved. With knowledge about the gripper-specific leakage behavior, in the future it will be straightforward for system integrators to minimize the need for oversizing due to process-related uncertainties and therefore to provide application-specific and energy-optimized handling solutions to their customers.
topic vacuum-based handling
energy-efficiency
automation
modeling
optimization
url https://www.mdpi.com/2075-1702/9/8/149
work_keys_str_mv AT felixgabriel grasppointoptimizationandleakagecompliantdimensioningofenergyefficientvacuumbasedgrippingsystems
AT susannabaars grasppointoptimizationandleakagecompliantdimensioningofenergyefficientvacuumbasedgrippingsystems
AT martinromer grasppointoptimizationandleakagecompliantdimensioningofenergyefficientvacuumbasedgrippingsystems
AT klausdroder grasppointoptimizationandleakagecompliantdimensioningofenergyefficientvacuumbasedgrippingsystems
_version_ 1721192078452457472