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Fieldbus modeling using DOE with D-Optimal analysis
This paper introduces a novel fieldbus behavior modeling based on D-Optimal statistical methods combined with "Design of Experiment". Based on a behavioral computerized simulation regarding different structures and topologies of fieldbuses, it was previously generated a set of experimental...
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| creator | Papazian, Petru Babaita, Mircea |
| description | This paper introduces a novel fieldbus behavior modeling based on D-Optimal statistical methods combined with "Design of Experiment". Based on a behavioral computerized simulation regarding different structures and topologies of fieldbuses, it was previously generated a set of experimental data used herein to create prediction models for transmission efficiency and network delay. For each model were included factors that significantly alter the network behavior and excluded insignificant factors in order to simplify the final algebraic expression. To prove the fitness of the proposed models, various statistical tests were made, including graphical overlay plots. |
| doi_str_mv | 10.1109/TSP.2013.6613899 |
| format | conference_proceeding |
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To prove the fitness of the proposed models, various statistical tests were made, including graphical overlay plots.</description><identifier>ISBN: 9781479904020</identifier><identifier>ISBN: 1479904023</identifier><identifier>EISBN: 9781479904044</identifier><identifier>EISBN: 1479904031</identifier><identifier>EISBN: 147990404X</identifier><identifier>EISBN: 9781479904037</identifier><identifier>DOI: 10.1109/TSP.2013.6613899</identifier><language>eng</language><publisher>IEEE</publisher><subject>Analytical models ; Computational modeling ; D-Optimal Analysis ; Data models ; Delays ; DOE ; Fieldbus ; Modeling ; Network topology ; Predictive models ; Statistical Methods ; Topology</subject><ispartof>2013 36th International Conference on Telecommunications and Signal Processing (TSP), 2013, p.96-99</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6613899$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2058,27925,54920</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6613899$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Papazian, Petru</creatorcontrib><creatorcontrib>Babaita, Mircea</creatorcontrib><title>Fieldbus modeling using DOE with D-Optimal analysis</title><title>2013 36th International Conference on Telecommunications and Signal Processing (TSP)</title><addtitle>TSP</addtitle><description>This paper introduces a novel fieldbus behavior modeling based on D-Optimal statistical methods combined with "Design of Experiment". Based on a behavioral computerized simulation regarding different structures and topologies of fieldbuses, it was previously generated a set of experimental data used herein to create prediction models for transmission efficiency and network delay. For each model were included factors that significantly alter the network behavior and excluded insignificant factors in order to simplify the final algebraic expression. To prove the fitness of the proposed models, various statistical tests were made, including graphical overlay plots.</description><subject>Analytical models</subject><subject>Computational modeling</subject><subject>D-Optimal Analysis</subject><subject>Data models</subject><subject>Delays</subject><subject>DOE</subject><subject>Fieldbus</subject><subject>Modeling</subject><subject>Network topology</subject><subject>Predictive models</subject><subject>Statistical Methods</subject><subject>Topology</subject><isbn>9781479904020</isbn><isbn>1479904023</isbn><isbn>9781479904044</isbn><isbn>1479904031</isbn><isbn>147990404X</isbn><isbn>9781479904037</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2013</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNpVj01Lw0AURUekoNTsBTf5A4nvzbzOzFtKP6xQiNDsyzR50ZG0lk6K9N-r2I2bezmby7lK3SOUiMCP9fq11ICmtBaNZ75SGTuP5JiBgOj6H2u4UVlKHwCAzmlw_laZRZS-3Z5SvvtspY_7t_yUfnNWzfOvOLzns6I6DHEX-jzsQ39OMd2pURf6JNmlx6pezOvpslhVzy_Tp1URGYZCg0dt0TEFAG-RGgvciibs2ExCQ4ie_JYnjXSBTbBirA9C0pKjTpwZq4e_2Sgim8Pxx-F43lyemm_1c0SE</recordid><startdate>201307</startdate><enddate>201307</enddate><creator>Papazian, Petru</creator><creator>Babaita, Mircea</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201307</creationdate><title>Fieldbus modeling using DOE with D-Optimal analysis</title><author>Papazian, Petru ; Babaita, Mircea</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-2081261794a008614c609de241f935ac411848b95cefa93a6e368ae4ed474fe73</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Analytical models</topic><topic>Computational modeling</topic><topic>D-Optimal Analysis</topic><topic>Data models</topic><topic>Delays</topic><topic>DOE</topic><topic>Fieldbus</topic><topic>Modeling</topic><topic>Network topology</topic><topic>Predictive models</topic><topic>Statistical Methods</topic><topic>Topology</topic><toplevel>online_resources</toplevel><creatorcontrib>Papazian, Petru</creatorcontrib><creatorcontrib>Babaita, Mircea</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Papazian, Petru</au><au>Babaita, Mircea</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Fieldbus modeling using DOE with D-Optimal analysis</atitle><btitle>2013 36th International Conference on Telecommunications and Signal Processing (TSP)</btitle><stitle>TSP</stitle><date>2013-07</date><risdate>2013</risdate><spage>96</spage><epage>99</epage><pages>96-99</pages><isbn>9781479904020</isbn><isbn>1479904023</isbn><eisbn>9781479904044</eisbn><eisbn>1479904031</eisbn><eisbn>147990404X</eisbn><eisbn>9781479904037</eisbn><abstract>This paper introduces a novel fieldbus behavior modeling based on D-Optimal statistical methods combined with "Design of Experiment". Based on a behavioral computerized simulation regarding different structures and topologies of fieldbuses, it was previously generated a set of experimental data used herein to create prediction models for transmission efficiency and network delay. For each model were included factors that significantly alter the network behavior and excluded insignificant factors in order to simplify the final algebraic expression. To prove the fitness of the proposed models, various statistical tests were made, including graphical overlay plots.</abstract><pub>IEEE</pub><doi>10.1109/TSP.2013.6613899</doi><tpages>4</tpages></addata></record> |
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| ispartof | 2013 36th International Conference on Telecommunications and Signal Processing (TSP), 2013, p.96-99 |
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| language | eng |
| recordid | cdi_ieee_primary_6613899 |
| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Analytical models Computational modeling D-Optimal Analysis Data models Delays DOE Fieldbus Modeling Network topology Predictive models Statistical Methods Topology |
| title | Fieldbus modeling using DOE with D-Optimal analysis |
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