Experimental determination of frequency response function estimates for flexible joint industrial manipulators with serial kinematics
Two different approaches for the determination of frequency response functions (FRFs) are used for the non-parametric closed loop identification of a flexible joint industrial manipulator with serial kinematics. The two applied experiment designs are based on low power multisine and high power chirp...
Gespeichert in:
Veröffentlicht in: | Mechanical systems and signal processing 2015-02, Vol.52-53, p.60-72, Article 60 |
---|---|
Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 72 |
---|---|
container_issue | |
container_start_page | 60 |
container_title | Mechanical systems and signal processing |
container_volume | 52-53 |
creator | Saupe, Florian Knoblach, Andreas |
description | Two different approaches for the determination of frequency response functions (FRFs) are used for the non-parametric closed loop identification of a flexible joint industrial manipulator with serial kinematics. The two applied experiment designs are based on low power multisine and high power chirp excitations. The main challenge is to eliminate disturbances of the FRF estimates caused by the numerous nonlinearities of the robot. For the experiment design based on chirp excitations, a simple iterative procedure is proposed which allows exploiting the good crest factor of chirp signals in a closed loop setup. An interesting synergy of the two approaches, beyond validation purposes, is pointed out.
•Determination of frequency response functions of industrial manipulators via two distinct experimental methods.•Practical considerations for the experimental designs which allow avoiding the disturbing impact of the common nonlinearities.•Dedicated signal design and signal processing.•Experimental results obtained in a hardware testbed with an industrial manipulator.•Comparison and discussion of the two approaches based on the experimental results. |
doi_str_mv | 10.1016/j.ymssp.2014.08.011 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1651429680</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0888327014003276</els_id><sourcerecordid>1651429680</sourcerecordid><originalsourceid>FETCH-LOGICAL-c451t-607acdda8593eae481500f4472c5c39f97bb435b41f21b4ad9263559072ca4543</originalsourceid><addsrcrecordid>eNqFkM1u1TAQhSPUSlxKn4CNl2wSxomTmyxYoKr8SJXYwNpynLGYS2IHjwO9D9D3rnsvKxZ0NYtzviPNVxRvJFQSZPfuUB0X5rWqQaoK-gqkfFHsJAxdKWvZXRQ76Pu-bOo9vCxeMR8AYFDQ7YqH2_sVIy3ok5nFhAnjQt4kCl4EJ1zEXxt6exQReQ2eUbjN21OMnGgxCVm4EIWb8Z7GGcUhkE-C_LRxipRHF-Np3WaTQmTxh9IPwXgKfpLHPECWXxeXzsyM13_vVfH94-23m8_l3ddPX24-3JVWtTKVHeyNnSbTt0ODBlUvWwCn1L62rW0GN-zHUTXtqKSr5ajMNNRd07YD5IJRrWquirfn3TWG_BcnvRBbnGfjMWysZddKVQ9dD7nanKs2BuaITq9Zk4lHLUE_SdcHfZKun6Rr6HWWnqnhH8pSOtlM0dD8DPv-zGI28JswaraU3eNEEW3SU6D_8o_LmaPV</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1651429680</pqid></control><display><type>article</type><title>Experimental determination of frequency response function estimates for flexible joint industrial manipulators with serial kinematics</title><source>Elsevier ScienceDirect Journals Complete</source><creator>Saupe, Florian ; Knoblach, Andreas</creator><creatorcontrib>Saupe, Florian ; Knoblach, Andreas</creatorcontrib><description>Two different approaches for the determination of frequency response functions (FRFs) are used for the non-parametric closed loop identification of a flexible joint industrial manipulator with serial kinematics. The two applied experiment designs are based on low power multisine and high power chirp excitations. The main challenge is to eliminate disturbances of the FRF estimates caused by the numerous nonlinearities of the robot. For the experiment design based on chirp excitations, a simple iterative procedure is proposed which allows exploiting the good crest factor of chirp signals in a closed loop setup. An interesting synergy of the two approaches, beyond validation purposes, is pointed out.
•Determination of frequency response functions of industrial manipulators via two distinct experimental methods.•Practical considerations for the experimental designs which allow avoiding the disturbing impact of the common nonlinearities.•Dedicated signal design and signal processing.•Experimental results obtained in a hardware testbed with an industrial manipulator.•Comparison and discussion of the two approaches based on the experimental results.</description><identifier>ISSN: 0888-3270</identifier><identifier>EISSN: 1096-1216</identifier><identifier>DOI: 10.1016/j.ymssp.2014.08.011</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Chirp ; Closed loop identification ; Estimates ; Experiment design ; Flexible joint manipulator ; Frequency response function ; Frequency response functions ; Kinematics ; Manipulators ; Multisine ; Robots ; Serials</subject><ispartof>Mechanical systems and signal processing, 2015-02, Vol.52-53, p.60-72, Article 60</ispartof><rights>2014 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c451t-607acdda8593eae481500f4472c5c39f97bb435b41f21b4ad9263559072ca4543</citedby><cites>FETCH-LOGICAL-c451t-607acdda8593eae481500f4472c5c39f97bb435b41f21b4ad9263559072ca4543</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ymssp.2014.08.011$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Saupe, Florian</creatorcontrib><creatorcontrib>Knoblach, Andreas</creatorcontrib><title>Experimental determination of frequency response function estimates for flexible joint industrial manipulators with serial kinematics</title><title>Mechanical systems and signal processing</title><description>Two different approaches for the determination of frequency response functions (FRFs) are used for the non-parametric closed loop identification of a flexible joint industrial manipulator with serial kinematics. The two applied experiment designs are based on low power multisine and high power chirp excitations. The main challenge is to eliminate disturbances of the FRF estimates caused by the numerous nonlinearities of the robot. For the experiment design based on chirp excitations, a simple iterative procedure is proposed which allows exploiting the good crest factor of chirp signals in a closed loop setup. An interesting synergy of the two approaches, beyond validation purposes, is pointed out.
•Determination of frequency response functions of industrial manipulators via two distinct experimental methods.•Practical considerations for the experimental designs which allow avoiding the disturbing impact of the common nonlinearities.•Dedicated signal design and signal processing.•Experimental results obtained in a hardware testbed with an industrial manipulator.•Comparison and discussion of the two approaches based on the experimental results.</description><subject>Chirp</subject><subject>Closed loop identification</subject><subject>Estimates</subject><subject>Experiment design</subject><subject>Flexible joint manipulator</subject><subject>Frequency response function</subject><subject>Frequency response functions</subject><subject>Kinematics</subject><subject>Manipulators</subject><subject>Multisine</subject><subject>Robots</subject><subject>Serials</subject><issn>0888-3270</issn><issn>1096-1216</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNqFkM1u1TAQhSPUSlxKn4CNl2wSxomTmyxYoKr8SJXYwNpynLGYS2IHjwO9D9D3rnsvKxZ0NYtzviPNVxRvJFQSZPfuUB0X5rWqQaoK-gqkfFHsJAxdKWvZXRQ76Pu-bOo9vCxeMR8AYFDQ7YqH2_sVIy3ok5nFhAnjQt4kCl4EJ1zEXxt6exQReQ2eUbjN21OMnGgxCVm4EIWb8Z7GGcUhkE-C_LRxipRHF-Np3WaTQmTxh9IPwXgKfpLHPECWXxeXzsyM13_vVfH94-23m8_l3ddPX24-3JVWtTKVHeyNnSbTt0ODBlUvWwCn1L62rW0GN-zHUTXtqKSr5ajMNNRd07YD5IJRrWquirfn3TWG_BcnvRBbnGfjMWysZddKVQ9dD7nanKs2BuaITq9Zk4lHLUE_SdcHfZKun6Rr6HWWnqnhH8pSOtlM0dD8DPv-zGI28JswaraU3eNEEW3SU6D_8o_LmaPV</recordid><startdate>20150201</startdate><enddate>20150201</enddate><creator>Saupe, Florian</creator><creator>Knoblach, Andreas</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20150201</creationdate><title>Experimental determination of frequency response function estimates for flexible joint industrial manipulators with serial kinematics</title><author>Saupe, Florian ; Knoblach, Andreas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c451t-607acdda8593eae481500f4472c5c39f97bb435b41f21b4ad9263559072ca4543</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Chirp</topic><topic>Closed loop identification</topic><topic>Estimates</topic><topic>Experiment design</topic><topic>Flexible joint manipulator</topic><topic>Frequency response function</topic><topic>Frequency response functions</topic><topic>Kinematics</topic><topic>Manipulators</topic><topic>Multisine</topic><topic>Robots</topic><topic>Serials</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Saupe, Florian</creatorcontrib><creatorcontrib>Knoblach, Andreas</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Mechanical systems and signal processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Saupe, Florian</au><au>Knoblach, Andreas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Experimental determination of frequency response function estimates for flexible joint industrial manipulators with serial kinematics</atitle><jtitle>Mechanical systems and signal processing</jtitle><date>2015-02-01</date><risdate>2015</risdate><volume>52-53</volume><spage>60</spage><epage>72</epage><pages>60-72</pages><artnum>60</artnum><issn>0888-3270</issn><eissn>1096-1216</eissn><abstract>Two different approaches for the determination of frequency response functions (FRFs) are used for the non-parametric closed loop identification of a flexible joint industrial manipulator with serial kinematics. The two applied experiment designs are based on low power multisine and high power chirp excitations. The main challenge is to eliminate disturbances of the FRF estimates caused by the numerous nonlinearities of the robot. For the experiment design based on chirp excitations, a simple iterative procedure is proposed which allows exploiting the good crest factor of chirp signals in a closed loop setup. An interesting synergy of the two approaches, beyond validation purposes, is pointed out.
•Determination of frequency response functions of industrial manipulators via two distinct experimental methods.•Practical considerations for the experimental designs which allow avoiding the disturbing impact of the common nonlinearities.•Dedicated signal design and signal processing.•Experimental results obtained in a hardware testbed with an industrial manipulator.•Comparison and discussion of the two approaches based on the experimental results.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.ymssp.2014.08.011</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0888-3270 |
ispartof | Mechanical systems and signal processing, 2015-02, Vol.52-53, p.60-72, Article 60 |
issn | 0888-3270 1096-1216 |
language | eng |
recordid | cdi_proquest_miscellaneous_1651429680 |
source | Elsevier ScienceDirect Journals Complete |
subjects | Chirp Closed loop identification Estimates Experiment design Flexible joint manipulator Frequency response function Frequency response functions Kinematics Manipulators Multisine Robots Serials |
title | Experimental determination of frequency response function estimates for flexible joint industrial manipulators with serial kinematics |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-28T10%3A17%3A30IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Experimental%20determination%20of%20frequency%20response%20function%20estimates%20for%20flexible%20joint%20industrial%20manipulators%20with%20serial%20kinematics&rft.jtitle=Mechanical%20systems%20and%20signal%20processing&rft.au=Saupe,%20Florian&rft.date=2015-02-01&rft.volume=52-53&rft.spage=60&rft.epage=72&rft.pages=60-72&rft.artnum=60&rft.issn=0888-3270&rft.eissn=1096-1216&rft_id=info:doi/10.1016/j.ymssp.2014.08.011&rft_dat=%3Cproquest_cross%3E1651429680%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1651429680&rft_id=info:pmid/&rft_els_id=S0888327014003276&rfr_iscdi=true |