P ocedia Enginee ing 44 ( 2012 ) 686 – 688
1877-7058 © 2012 Published by Else ie L d.
doi: 10.1016/j.p oeng.2012.08.530
(XURPHPEUDQH&RQIHUHQFH
>3@
5HODWLRQVKLSEHWZHHQSK VLFDODQGFKHPLFDOFKDUDFWHULVWLFVRIDPEUPL[HGOLTXRU
,QIOXHQFHRIWKH(36RQWKHILOWUDWLRQUHVLVWDQFHDQGRWKHUSK VLFDOSDUDPHWHUV
(=XULDJD$JXVW $%HV3Li-$0HQGR]D5RFD6ÈOYDUH]%ODQFR
8QLYHUVLGDG3ROLWpFQLFDGH9DOHQFLD6SDLQ
,QWURGXFWLRQ
1RZDGD VWKHLPSOHPHQWDWLRQRIPHPEUDQHELRUHDFWRUV0%5ERWKLQXUEDQDVLQLQGXVWULDO
ZDVWHZDWHUWUHDWPHQWSODQWVLVLQFUHDVLQJGXHWRWKHEHWWHUTXDOLW RIWKHWUHDWHGZDWHU>@
0%5 LV DQ DFWLYDWHG VOXGJH SURFHVV IRU ELRORJLFDO ZDVWHZDWHU WUHDWPHQW WKDW FRQVLVWV RI D
UHDFWRUZKHUHZDVWHZDWHULVPL[HGZLWKWKHPLFURRUJDQLVPVUHVSRQVLEOHRIGHSXUDWLRQPL[HG
OLTXRUDQGXOWUDILOWUDWLRQPLFURILOWUDWLRQPHPEUDQHPRGXOHVLQVWHDGRIVHFRQGDU FODULILHUVXVHG
LQWKHFRQYHQWLRQDOWUHDWPHQWVZKHUHWUHDWHGZDWHULVVHSDUDWHGIURPPLFURRUJDQLVPV
7KH PDLQ GLVDGYDQWDJH RI 0%5 WHFKQRORJ LV PHPEUDQH IRXOLQJ FDXVLQJ KLJKHU RSHUDWLQJ
FRVWVGXHWRFOHDQLQJQHFHVVLWLHVDQGPHPEUDQHVUHSODFHPHQW6RPHZRUNVSRLQWRXWWKDWWKH
PDLQ FDXVH RI PHPEUDQH IRXOLQJ DUH H[WUDFHOOXODU SRO PHULF VXEVWDQFHV (36 >@ZKLFK
FRQVLVW RI WKH VXP RI WKH VROXEOH PLFURELDO SURGXFWV 603 DQG WKH H[WUDFWHG H[WUDFHOOXODU
SRO PHULFVXEVWDQFHVH(367KHVHVXEVWDQFHVFDQEHIRXQGRQWKHEDFWHULDOFHOOVXUIDFHDQG
FDQEHTXDQWLILHGDVSURWHLQVDQGSRO VDFFKDULGHV%HFDXVHRIWKLVVHYHUDOWHFKQLTXHVKDYH
EHHQVWXGLHGWRUHGXFHPHPEUDQHIRXOLQJLQ0%5SURFHVV
,Q WKLV ZRUN IRXOLQJ FKDUDFWHULVWLFV ZHUH VWXGLHG E WHVWLQJ DQ XOWUDILOWUDWLRQ PHPEUDQH ZLWK
DFWLYDWHGVOXGJHPL[HGOLTXRUIURPDQ0%57KHILOWUDWLRQUHVLVWDQFHZDVUHODWHGZLWKWKH(36
REWDLQHG WKURXJK WZR PHWKRGV E PHDQV RI D GHWHUJHQW 7ULWRQ ; DQG D FDWLRQ
H[FKDQJHUHVLQ&(5,QDGGLWLRQRWKHUSK VLFDOSDUDPHWHUVZHUHDOVRVWXGLHG
0DWHULDOVDQGPHWKRGV
7KHDSSOLFDWLRQRIDQH[WUDFWLRQSURWRFROLVQHFHVVDU WRGHWHUPLQHWKHH(367ZRH[WUDFWLRQ
PHWKRGVKDYHEHHQDSSOLHGLQRUGHUWRREWDLQWKH(36RIWKHDFWLYDWHGVOXGJH7ULWRQ;
DQGFDWLRQH[FKDQJHUHVLQ&(5ERWKLQWZRVWDJHV
7RTXDQWLI WKHFRQFHQWUDWLRQRISURWHLQVDQGFDUERK GUDWHVLQ(36%&$DQG'XERLVPHWKRGV
ZHUH DSSOLHG IRU SURWHLQV DQG FDUERK GUDWHV UHVSHFWLYHO %RYLQH VHUXP DOEXPLQ %6$ DQG
JOXFRVHZHUHXVHGDVWKHSURWHLQDQGFDUERK GUDWHVWDQGDUGV
)LOWUDWLRQ UHVLVWDQFH RI WKH PL[HG OLTXRU ZDV PHDVXUHG E WHVWV FDUULHG RXW LQ D FURVVIORZ
XOWUDILOWUDWLRQ ODERUDWRU SODQW 7KH PHPEUDQH PRGXOH XVHG LQ WKLV VWXG ZDV 5D IORZ
)LJXUH7KHHIIHFWLYHDUHDRIWKHPHPEUDQHZDVFPZLWKDSRUHVL]HRIP7KH
WRWDOILOWUDWLRQUHVLVWDQFH5WZDVFDOFXODWHGDVWKHVXPRIWKHPHPEUDQHUHVLVWDQFH5PWKH
A ailable online a www.sciencedi ec .com
687
E. Zu iaga-Agus uc0u8730 u8800 e al. / P ocedia Enginee ing 44 ( 2012 ) 686 – 688
FDNHOD HUUHVLVWDQFH5FDQGWKHIRXOLQJUHVLVWDQFH5I>@7KHUHZHUHDOVRPHDVXUHGRWKHU
SK VLFDOSDUDPHWHUVDVWKHPL[HGOLTXRUVXVSHQGHGVROLGV0/66DQGWKHFDSLOODU VXFWLRQWLPH
&677ULWRQ(OHFWURQLFV7KHYLVFRVLW ZDVGHWHUPLQHGZLWKDUKHRPHWHU+DDNH5KHR6WUHVV
7KHUPR3DUWLFOHVL]HGLVWULEXWLRQRIVOXGJHZDVGHWHUPLQHGE 0DVWHUVL]HUSDUWLFOHVL]H
DQDO ]HU0DOYHUQZKLFKLVEDVHGRQODVHUGLIIUDFWLRQVFDWWHULQJ
)LJXUH6FKHPHRIWKHODERUDWRU SODQWXVHGLQWKHWHVWV
5HVXOWV
)LJXUHV DQG VKRZ WKDW DV LQFUHDVHV WKH ILOWUDWLRQ UHVLVWDQFH LQFUHDVHV WKH (36
FRQFHQWUDWLRQ 7KHVH UHVXOWV FRQILUP WKDW WKH SRO PHULF VXEVWDQFHV LQIOXHQFH RQ PHPEUDQH
IRXOLQJ%HVLGHVWKH(36FRQFHQWUDWLRQVREWDLQHGZLWK7ULWRQ;SURWRFROZHUHKLJKHUWKDQ
WKHRQHVREWDLQHG ZLWKWKH&(5DQGPJJ966UHVSHFWLYHO 6LPLODUUHVXOWVZHUH
IRXQGLQELEOLRJUDSK
)LJXUH5HODWLRQVKLSEHWZHHQWRWDOILOWUDWLRQUHVLVWDQFHDQG(36
)LJXUH5HODWLRQVKLSEHWZHHQFDNHOD HUUHVLVWDQFHDQG(36
688 E. Zu iaga-Agus uc0u8730 u8800 e al. / P ocedia Enginee ing 44 ( 2012 ) 686 – 688
,Q WDEOH WKH PHDQ YDOXHV RI WKH PL[HG OLTXRU SK VLFDO VWXG DUH VKRZQ 9LVFRVLW UHVXOWV
VKRZHGWKDWDFWLYDWHGVOXGJHZDVEHKDYLQJDVDQRQ1HZWRQLDQIOXLG7KHUHZDVQ¶WREVHUYHG
UHODWLRQEHWZHHQILOWUDWLRQUHVLVWDQFHDQGYLVFRVLW % FRQWUDVWWKHPRUH0/66FRQFHQWUDWLRQ
WKHKLJKHUWKHYLVFRVLW LV&DSLOODU VXFWLRQWLPHZDVGHWHUPLQHGWRHYDOXDWHWKHILOWHUDELOLW RI
VOXGJH 7KHUH LV QR KLJK HYLGHQFH RQ WKH UHODWLRQ EHWZHHQ WKLV SDUDPHWHU DQG WKH (36
FRQFHQWUDWLRQ DOWKRXJK WKH KLJKHVW YDOXHV RI &67 FRUUHVSRQG WR WKH KLJKHVW (36
FRQFHQWUDWLRQV7KHRISDUWLFOHVL]HDUHEHORZPLQYROXPH7KHVSHFLILFUHVLVWDQFH
RIWKHFDNHOD HUKDVDFORVHUHODWLRQVKLSZLWKSDUWLFOHVL]HDQG0/667KLVLVPDLQO GXHWRWKH
GHSRVLWLRQRIVPDOOSDUWLFOHVDQGFROORLGVRQWKHPHPEUDQHVXUIDFH
7DEOH0HDQYDOXHVRIWKHVOXGJHSK VLFDOFKDUDFWHULVWLFVQ
0/66
J/
0/966
J/
ȘP3DÂ
V
Ȗ
V
&67
V
'>@
P
G
P
G
P
G
P
5HIHUHQFHV
>@ $ 'UHZV 0HPEUDQH IRXOLQJ LQ PHPEUDQH ELRUHDFWRUV &KDUDFWHULVDWLRQ FRQWUDGLFWLRQ
FDXVHDQGFXUHV-RXUQDORI0HPEUDQH6FLHQFH
>@ ) 0HQJ 65 &KDH $ 'UHZV 0 .UDXPH +6 6KLQ ) <DQJ 5HFHQW DGYDQFHV LQ
PHPEUDQHELRUHDFWRUV0%5V0HPEUDQHIRXOLQJDQGPHPEUDQHPDWHULDO:DWHU5HVHDUFK
±
>@ 7+ %DH 70 7DN ,QWHUSUHWDWLRQ RI IRXOLQJ FKDUDFWHULVWLFV RI XOWUDILOWUDWLRQ PHPEUDQHV
GXULQJ WKH ILOWUDWLRQ RI PHPEUDQH ELRUHDFWRU PL[HG OLTXRU -RXUQDO RI 0HPEUDQH 6FLHQFH
.H ZRUGV0HPEUDQHELRUHDFWRUV(360L[HGOLTXRU