10
Procedia - Social and Behavioral Sciences 48 (2012) 3671 – 3680 1877-0428 © 2012 Published by Elsevier Ltd. Selection and/or peer review under responsibility of the Programme Committee of the Transport Research Arena 2012 doi:10.1016/j.sbspro.2012.06.1329 7UDQVSRUW 5HVHDUFK $UHQD± (XURSH 1RQOLQHDU DQDO\VLV RI FRQFUHWH SDYHPHQW FRQVWUXFWLRQ E\ WKH XVH RI DUWLILFLDO QHXUDO QHWZRUNV $QWRQLRV 3DQDV D -RKQ3DULV 3DQWRXYDNLV D 6HUJLRV /DPEURSRXORV D D &HQWUH IRU &RQVWUXFWLRQ ,QQRYDWLRQ 1DWLRQDO 7HFKQLFDO 8QLYHUVLW\ RI $WKHQV =RJUDIRX &DPSXV *UHHFH $EVWUDFW $Q DUWLILFLDO QHXUDO QHWZRUN $11 PRGHO LV GHYHORSHG IRU WKH HVWLPDWLRQ RI WKH FRQFUHWH SDYHPHQW FRQVWUXFWLRQ SURGXFWLYLW\ 'DWD ZHUH FROOHFWHG ZLWK GLUHFW REVHUYDWLRQ RYHU DQ HLJKW PRQWK SHULRG $ PXOWLOD\HU IHHG IRUZDUG 0/)) QHWZRUN ZLWK D EDFNSURSDJDWLRQ %3 DOJRULWKP LV DSSOLHG IRU PRGHOLQJ WKUHH PDLQ VXEWDVNV FRQFUHWH OD\HULQJ FRQFUHWH ILQLVKLQJ DQG MRLQWV FXWWLQJ 7ZR LQSXW QHXURQV KDYH EHHQ XVHG UHSUHVHQWLQJ WKH ZRUNLQJ ZLGWK DQG OHQJWK RI D JLYHQ VXUIDFH ZLWK D FRQVWDQW FRQFUHWH WKLFNQHVV DQG RQH RXWSXW QHXURQ SURYLGHV HVWLPDWHV RI WKH DFKLHYHG SURGXFWLYLW\ 2QH KLGGHQ OD\HU ZLWK WKUHH VODEV DQG GLIIHUHQW QXPEHU RI QHXURQV IRU HDFK LQGLYLGXDO PRGHO KDV EHHQ LPSOHPHQWHG WKXV UHVXOWLQJ LQ WKUHH GLVWLQFW DUWLILFLDO QHXUDO QHWZRUNV IRU WKH VWXG\ RI WKH FRQFUHWH SDYHPHQW RSHUDWLRQV 'LIIHUHQW W\SHV RI VFDOLQJ IXQFWLRQV DUH LQFRUSRUDWHG LQ WKH PRGHOV VR DV WR PRGHO WKH DFWXDO GDWD LQ D PRUH UHDOLVWLF PDQQHU 7KH GHYHORSHG QHXUDO QHWZRUN PRGHOV LQGLFDWH DGHTXDWH FRQYHUJHQFH DQG JHQHUDOL]DWLRQ FDSDELOLWLHV DV VKRZQ E\ WKH RXWFRPH RI WKH YDOLGDWLRQ SURFHVV 7KH UHVXOWV DUH FRPSDUHG ZLWK WKH DFWXDO GDWD IURP WKH ILHOG PHDVXUHPHQWV DV ZHOO DV ZLWK HVWLPDWHV VWHPPLQJ IURP PXOWLSOH UHJUHVVLRQ 05 PRGHOV ,W KDV EHHQ VKRZQ WKDW IRU WKH ILUVW WZR VXEWDVNV WKH QRQOLQHDU GHVFULSWLRQ LV EHWWHU ZKHUHDV IRU WKH WKLUG VXEWDVN WKH UHJUHVVLRQ DQDO\VLV VHHPV WR SURYLGH PRUH VXLWDEOH UHVXOWV 7KH FRQFUHWH SDYHPHQW SURGXFWLYLW\ SUHGLFWLRQ PRGHOV GHYHORSHG KHUHLQ HQDEOH SODQQHUV DQG HVWLPDWRUV WR DFTXLUH PRUH DFFXUDWH SUHGLFWLRQV IRU GLIIHUHQW RSHUDWLRQDO VFHQDULRV .H\ZRUGV $UWLILFLDO QHXUDO QHWZRUNV FRQFUHWH SDYHPHQW PRGHO SURGXFWLYLW\ &RUUHVSRQGLQJ DXWKRU 7HO ID[ (PDLO DGGUHVV FYDSDQDV#PDLOQWXDJU Available online at www.sciencedirect.com © 2012 Published by Elsevier Ltd. Selection and/or peer review under responsibility of the Programme Committee of the Transport Research Arena 2012

Non-Linear Analysis of Concrete Pavement Construction by the Use of Artificial Neural Networks

  • Upload
    sergios

  • View
    215

  • Download
    1

Embed Size (px)

Citation preview

Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680

1877-0428 © 2012 Published by Elsevier Ltd. Selection and/or peer review under responsibility of the Programme Committee of the Transport Research Arena 2012 doi: 10.1016/j.sbspro.2012.06.1329

Available online at www.sciencedirect.com

© 2012 Published by Elsevier Ltd. Selection and/or peer review under responsibility of the Programme Committee of the Transport Research Arena 2012

3672 Antonios Panas et al. / Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680

3673 Antonios Panas et al. / Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680

3674 Antonios Panas et al. / Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680

3675 Antonios Panas et al. / Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680

3676 Antonios Panas et al. / Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680

3677 Antonios Panas et al. / Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680

3678 Antonios Panas et al. / Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680

3679 Antonios Panas et al. / Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680

3680 Antonios Panas et al. / Procedia - Social and Behavioral Sciences 48 ( 2012 ) 3671 – 3680