relatório - dtr - distribuição de tempos de residência - feq eq801 - unicamp - grupo 2 - final
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7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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AHOGPM\AS
AHOGPM\AS......................................................................................................................63
MKPXA@WÎÃA..................................................................................................................63
XG\MSÃA PGÓXMCJ...........................................................................................................60
DJPGXMJMS G DÍPA@AS..................................................................................................6<
DGDÓXMJ @G CÊICWIA..................................................................................................6=
XGSWIPJ@AS G @MSCWSSÃA.............................................................................................:8
CAKCIWSÃA....................................................................................................................30
XGLGXÏKCMJS..................................................................................................................37
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AHOGPM\AS
Kgstg gxpgrmdgkta ahogtmvau-sg jkjimsjr g vgrmlmcjr a cadpartjdgkta `g rgjtargs kãa-
m`gjms. Vjrj mssa `gtgrdmkau-sg j `mstrmhumîãa `a tgdpa `g rgsm`ïkcmj (@PX) gd rgjtargs `a
tmpa VLX g CSPX, cjicuiau-sg a tgdpa dí`ma `g rgsm`ïkcmj, cadpjrau-sg js `mstrmhumî÷gs
gxpgrmdgktjms cad da`gias tgórmcas g, par lmd, ahsgrvau-sg a cadpartjdgkta `g
gscajdgktas kãa m`gjms.
MKPXA@WÎÃA
Xgjtargs sãa as gqumpjdgktas qug rgngd a pracgssa `g pra`uîãa `g ud `gtgrdmkj`a
pra`uta quädmca. Sgk`a jssmd, a praogta g gscaibj `g autras gqumpjdgktas sãa mkliugkcmj`as
pgia tmpa `g rgjtar g suj glmcmïkcmj. Kgssg caktgxta, gstu`as j rgspgmta `a lukcmakjdgkta
`gssgs gqumpjdgktas sãa gxtrgdjdgktg mdpartjktgs pjrj j dgibarmj `as pracgssas. Gssj
dgibarmj í kgcgssêrmj pams, gd ud pracgssa rgji, bê `gsvmas `j m`gjim`j`g qug ljzgd cad qug
a rgjtar kãa smnj gxjtjdgktg j cmkítmcj g j lium`a`mkèdmcj m`gjidgktg gspgrj`js.
Hjsmcjdgktg bê `ams tmpas `g gscajdgktas m`gjms? tuhuijr gdpmstakj`a g dmsturj
pgrlgmtj. Gd ud rgjtar pmstãa ta`js js daiícuijs pgrdjkgcgd ka smstgdj a dgsda mktgrvjia
`g tgdpa(dgsda tgdpa `g rgsm`ïkcmj) g gd ud rgjtar cad dmsturj pgrlgmtj a tgdpa `g
rgsm`ïkcmj `js daiícuijs pa`g vjrmjr `g zgra jtí mklmkmta.0
Gd ud gscajdgkta rgji, ta`jvmj, as gigdgktas `g lium`a pgrcarrgd cjdmkbas
`mlgrgktgs uks `as autras g, `gssj lardj, passugd tgdpas `mlgrgktgs `g sjä`j. Gssg `gsvma
`j m`gjim`j`g í jnrjvj`a par lgkðdgkas cada zakjs `g gscajdgktas prglgrgkcmjms (curta-
cmrcumta, suhpjssjngd g cjkjimzjîãa), zakjs dartjs (gstjnkjîãa), `mspgrsãa jxmji gd rgjtargstuhuijrgs g sgnrgnjîãa rgsuitjktg `js cak`mî÷gs `g dmsturj.7
Lmnurj : – Gxgdpias `g caklardjî÷gs ngadítrmcjs qug jlgtjd gqumpjdgktas kãa m`gjms.
Vjrj `mjnkastmcjr gssgs `gsvmas `j m`gjim`j`g í utmimzj`a a cakcgmta `g @mstrmhumîãa `g
Pgdpas `g Xgsm`ïkcmj (@PX), qug caksmstg gd `gtgrdmkjr a tgdpa qug js daiícuijspgrdjkgcgd mk`mvm`ujidgktg ka rgjtar.
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J @PX í ahtm`j gxpgrmdgktjidgktg g js tíckmcjs djms caduks sãa j pgrturhjîãa gd
puisa g gd `gnrju. Gstjs caksmstgd gd jpimcjr ka smstgdj ud djrcj`ar, qug kãa `gvg
mktgrlgrmr kj dmsturj kgd kj `mkèdmcj `a gscajdgkta0, g jkjimsjr j cadpasmîãa `j carrgktg `g
sjä`j ja iakna `a tgdpa.
J jkêimsg `j `mstrmhumîãa `g tgdpas `g rgsm`ïkcmj larkgcg mklardjî÷gs qug pgrdmtgd
mktgrprgtjr g prgvgr a cadpartjdgkta `g smstgdjs caktäkuas rgjms. Sg j `mstrmhumîãa jprgsgktj
udj dí`mj qug `mlgrg smnkmlmcjtmvjdgktg `a tgdpa `g rgsm`ïkcmj `a rgjtar, tïd-sg ud
mk`mcjtmva `g qug jinud `gsvma gstê sgk`a ahsgrvj`a ka pracgssa. @gssj lardj pa`g-sg
`mjnkastmcjr prahigdjs gd rgjtargs gd apgrjîãa au prgvgr j `mkèdmcj `g udj rgjîãa cjsa
gij vgkbj j sgr rgjimzj`j gd ud rgjtar `mspakävgi.
XG\MSÃA PGÓXMCJ
Parkj-sg kgcgssêrmj udj rgvmsãa `a da`gia tgórmca `g rgjtargs `gvm`a ja `gsvma `jm`gjim`j`g `as qug larjd utmimzj`as ka gxpgrmdgkta. Gd ud rgjtar CSPX pgrlgmta, a tgdpa `g
rgsm`ïkcmj `js daiícuijs kgig prgsgktgs pa`g vjrmjr `g zgra j mklmkmta, sgk`a zgra a cjsa gd
qug bê curta-cmrcumta g mklmkmta a cjsa qug bê zakj dartj. Vjrj rgjtargs m`gjms, a tgdpa `g
rgsm`ïkcmj í `g ud vjiar lmxa `urjktg ta`a a pracgssa, kãa bjvgk`a gstjnkjîãa au curta-
cmrcumtas. Oê pjrj a VLX, tgdas gd ngrji ud gscajdgkta turhuigkta, kãa bjvgk`a rgnmãa `g
zakj dartj. Varíd, bê a cjsa `g igmtas lmxas (VLX”s cad j prgsgkîj `g cjtjimzj`args sóim`as ja
iakna `a rgjtar) j lardjîãa `g cjdmkbas prglgrgkcmjms. Vjrj rgjtargs VLX m`gjms, mssa kãa
jcaktgcg. Gssjs acarrïkcmjs sãa `gscrmtjs kjs Lmnurjs 8 g 3.
Lmnurj 8 – Lardjîãa `g curta-cmrcumtas (sbart-cmrcumtmkn) g zakjs-dartjs (stjnkjkt
rgnmaks)
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Lmnurj 3 – Lardjîãa `g cjdmkbas prglgrgkcmjms (cbjkkgimkn) gd igmtas gdpjcatj`as
( pjceg` hg`).
Gstu`j-sg j `gtgrdmkjîãa `a tgdpa `g rgsm`ïkcmj (@PX) pjrj jkjimsjr cada a rgjtar rgji
gstê `gsvmjk`a `j m`gjim`j`g. Caklardg as rgsuitj`as, du`jkîjs pa`gd sgr lgmtjs pjrj gvmtjr
as `gsvmas.
Vjrj ahtgrdas a @PX, kardjimzj-sg j curvj `g tgdpa `g rgsm`ïkcmj, pjrj qug j êrgj sah
gssj curvj gqumvjibj j :?
Jssmd, j lrjîãa `j carrgktg `g sjä`j cad tgdpa `g rgsm`ïkcmj gktrg t g t+`t í?
Vjrj glgmtas `g cadpjrjîãa, g par caksgnumktg, `gcmsãa `g cada jnmr, as pjrèdgtras ̇g sg dastrjd `g gxtrgdj mdpartèkcmj gd @PX. ̇ gqumvjig ja tgdpa dí`ma gd qug js
daiícuijs rgsm`mrjd ka rgjtar, gkqujkta í `j`a par pjrèdgtras prgvmjdgktg `gtgrdmkj`as,
qug í a vaiudg `a rgjtar (\) g j vjzãa vaiudítrmcj `g jimdgktjîãa (Z). Pjms pjrèdgtras sãa
cjicuij`as `js sgnumktgs djkgmrjs?
̇
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<
Cadpjrj-sg gktãa tjms vjiargs `g ̇g . Cjsa?
̇ 4 ? A rgjtar í m`gji. Wd vjiar m`ïktmca kãa jcaktgcgrê kj rgjim`j`g, paríd
qujkta djms próxmda, dgibar.
̇ 9 ? Gxmstgd zakjs dartjs.
̇; ? Gxmstgd curtas-cmrcumtas.
G jssmd tadj-sg j `gvm`j `gcmsãa pjrj dgibarmj `a rgjtar.
DJPGXMJMS G DÍPA@AS
M. Djtgrmjms
A pracg`mdgkta gxpgrmdgktji sg rgjimzau cad a usa `as sgnumktgs djtgrmjms?
Xgjtar Puhuijr
Pjkqug Jnmtj`a
Carjktg `g jimdgktas (trjîj`ar)
Vravgtj (:66di)
Crakðdgtra
Gspgctralatðdgtra
Cuhgtjs
MM.
Díta`as Gxpgrmdgktjms
Cak`uzmu-sg a gxpgrmdgkta gd 3 smtujî÷gs?
Pjkqug jnmtj`a `g liuxa caktäkua cad j pê `g jnmtjîãa j :cd `a luk`a `a vaiudg
rgjcmakji, CSPX sah j igngk`j (Hjsg – Luk`a) g jtrmhuä`j j jkêimsg `g @gsvma5
Pjkqug jnmtj`a `g liuxa caktäkua cad j pê `g jnmtjîãa j :cd `j supgrläcmg `a
iäqum`a, CSPX sah j igngk`j (Papa – Supgrläcmg) g jtrmhuä`j j jkêimsg `g _akj
Dartj5
Xgjtar tuhuijr, VLX.
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>
MMM. Xgjtar tjkqug jnmtj`a `g liuxa caktäkua (CSPX)
Lmnurj 0 – Daktjngd gxpgrmdgktji `a rgjtar tjkqug jnmtj`a
m.
Gtjpj `g prgpjrjîãa
Joustj-sg j pê `a jnmtj`ar j, jpraxmdj`jdgktg, :cd `a luk`a `a vjsa g imnj-sg j
jnmtjîãa5
Joustj-sg js vjz÷gs `g ênuj `g gktrj`j pjrj :36 di/dmk (`gmxjk`a j tarkgmrj
cadpigtjdgktg jhgrtj g joustjk`a j vjzãa par dgma `j vêivuij \6)5
Ka dadgkta gd qug a rgjtar gkcaktrj-sg tatjidgktg cbgma, cad ênuj liumk`a
pgij sjä`j rg`mrgcmakj-sg j gktrj`j `g ênuj pjrj ud iacji `g `gscjrtg, jlmd `gdjktgr j vjzãa cakstjktg. Kgstj gtjpj, kãa sg djkmpuij vêivuijs `g caktraig `g
vjzãa5
Ljz-sg j `gtgrdmkjîãa `a vaiudg `a rgjtar jtrjvís `a vaiudg `g iäqum`a prgsgktg
kgstg5
Gsvjzmj-sg a tjkqug, cadpigtjk`a-a, pastgrmardgktg, cad a carjktg (trjîj`ar)5
Imnj-sg a smstgdj `g jnmtjîãa.
mm. Gtjpj gxpgrmdgktji
Jhrg-sg cadpigtjdgktg j tarkgmrj pjrj gktrj`j `g ênuj g jcmakj-sg a
crakðdgtra5
Sãa rgtmrj`js jdastrjs gd tuhas `g gksjma kas tgdpas 6, :6””, 86””, 36””, 06””, 76””,
:”66—, :”:6—, :”36—, :”76—, 8”:6—, 8”06—, 3”:6—, 0”66—, 7”66—, <”66—, >”66—, :6”66—,
:8”36—, :7”66—, 86”66—, 87”66—, 37”66—, 07”66—5
Jkjimsj- d)5
J prêtmcj í rgpgtm`j cad j pê `g jnmtjîãa j, jpraxmdj`jdgktg, :cd `j supgrläcmg
`a iäqum`a.
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M\. Gscajdgkta tuhuijr (VLX)
Lmnurj 7 – Daktjngd gxpgrmdgktji `a rgjtar tuhuijr
M. Gtjpj `g prgpjrjîãa
Jhrg-sg j tarkgmrj g j vêivuij \6 pjrj gkcbgr a rgjtar (vêivuij \8 g prgsmibj V8,
lgcbj`js)5
Cad rgjtar cbgma, joustj-sg j vjzãa `g ênuj gd :66 di/dmk par dgma `j vêivuij
\35
Lgcbj-sg j prgsmibj V: g jhrg-sg V8 pjrj gsvjzmjr a tuha. Caigtj-sg a iäqum`a pjrj
`gtgrdmkjîãa `a vaiudg `a rgjtar5
Lgcbj-sg V8 kavjdgktg g jhrg-sg \8 pjrj qug acarrj a trjîj`ar gkcbj a tuha5
Jpós a gkcbmdgkta, lgcbj-sg \8.
MM. Gtjpj gxpgrmdgktji
Ka dadgkta gd qug bê trjîj`ar gd ta`a a tuha, jhrg-sg V: g jcmakj-sg a
crakðdgtra5
Sãa rgtmrj`js jdastrjs gd tuhas `g gksjma kas tgdpas 6, :”, 3”, 7”, >”, =”, ::”, :3”,
:0”, :7”, :<”, :>”, :>” 36—, :2”, :2” 36—, :=”, :=” 36—, 86”, 86” 36—, 8:”, 8:” 36—, 88”,
88”36—, 83”36—, 80”, 80”36—,87”, 87”36—, 8<”, 8<”36—, 8>”,82”, 8=”, 36”,38”, 37”, 32”,
06”5
Jkjimsjd-sg, gktãa, js jdastrjs cad juxäima ̀ a gspgctra
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=
DGDÓXMJ @G CÊICWIA
:. Cêicuia `a vaiudg `as rgjtargs g `g ?
As vaiudgs `as rgjtargs VLX g CSPX larjd dg`m`as cad udj pravgtj nrj`uj`j? g 4 :326 dI. Cad gstg vjiar g cad j vjzãa `g ênuj utmimzj`j, cjicuiau-sg a
tgdpa `g rgsm`ïkcmj ()?
8. Jkêimsg `j jhsarhèkcmj
Vgij Igm `g Hggr,
@gtgrdmkj-sg (Gqujîãa :6)?
Gxgdpimlmcjk`a cad j dg`m`j pjrj a VLX cad t 4 : dmk?
3. Cêicuia `js lukî÷gs L(t) g G(t)
J lukîãa L(t) í `glmkm`j cada?
J lukîãa G(t) í `glmkm`j par?
G(t)lam gktãa ahtm`a pgij vjrmjîãa `g C/C6 `mvm`m`a pgij vjrmjîãa `g tgdpa, cada udj
jpraxmdjîãa?
(:0)
(:7)
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:6
0. Cêicuia `a Pgdpa `g Xgsm`ïkcmj Dí`ma?
A tgdpa `g rgsm`ïkcmj dí`ma lam ahtm`a jtrjvís `a pranrjdj Armnmk par mktgnrjîãa
kudírmcj.
7. \jrmèkcmj
J vjrèkcmj pa`g sgr cêicuij`j jtrjvís `j gqujîãa j sgnumr?
̇
Cada jpraxmdjîãa, j vjrmèkcmj lam cjicuij`j `j sgnumktg djkgmrj?
√ ̇
<. CSPX m`gji
J lukîãa G(t) pjrj a CSPX m`gji í `j`a par?
Vjrj a tgdpa t 4 7 dmk, tgd-sg?
( )
J lukîãa L(t) í `j`j par?
Vjrj j dgsdj dg`m`j, tgd-sg qug?
6,=20
Da`gia cad curta-cmrcumta g tgdpa darta?
J lukîãa G(t) g L(t), pjrj gstg a cjsa, sãa `j`js par?
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::
Vgij imkgjrmzjîãa `j gqujîãa í passävgi ahtgr jilj g hgtj jtrjvís `a nrêlmca `g ?
(
) (
) (
)
>. Da`gia pjrj K tjkqugs CSPX g VLX gd sírmg?
Cad hjsg ka tgdpa gspjcmji cjicuij-sg a kÿdgra `g rgjtargs CSPX gd sírmg?
Jssmd, j `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj í `j`j par?
( )
Ak`g
Da`gia m`gji pjrj a VLX?
Vjrj a VLX m`gji, caksm`grj-sg qug G(t) g L(t) gqumvjigd j zgra jtí t48<,7 dmk, qujk`a
pjssjd j vjigr : g mklmkmta, rgspgctmvjdgktg. Jpós t48<,7 dmk, L(t) vaitj j vjigr zgra,
ianmcjdgktg.
2.
VLX cad gscajdgkta ijdmkjr sgnrgnj`a
Kgstg cjsa, tgdas qug?
Zujk`a t 9 π/8 - L(t) 4 G(t) 4 6
Zujk`a t ; π/8 - g
Vjrj a tgdpa t 4 > dmk, tgdas?
L(t) g G(t) 4 6
Vjrj tgdpa t 4 8: dmk, tgdas?
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:8
XGSWIPJ@AS G @MSCWSSÃA
@j`a a pracg`mdgkta gxpgrmdgktji j`atj`a, trjtj-sg `g gxpgrmdgkta `a tmpa ’wjsb-
aut— au `gnrju kgnjtmva. @gstj lardj, j cakcgktrjîãa `g trjîj`ar gd lukîãa `a tgdpa
kardjimzj`j pgij cakcgktrjîãa dêxmdj `g trjîj`ar, au sgoj, j dg`m`j `g cakcgktrjîãa
rgijtmvj – C (t)/C6 – tgd cadpartjdgkta mkvgrtm`a. Caksgqugktgdgktg, kãa sg ahtïd a nrêlmca
`j `mstrmhumîãa cuduijtmvj `as tgdpas `g rgsm`ïkcmj (L(t)) `mrgtjdgktg g smd j lukîãa U: –
L(t)T.
Jprgsgktjd-sg j sgnumr kjs Pjhgijs : g 8 a cakoukta `g `j`as rglgrgktg jas `ams
gksjmas rgjimzj`as? (m) smduijk`a ud rgjtar VLX5 (mm) smduijk`a ud rgjtar CSPX, cad js pês `a
mdpgim`ar `a smstgdj `g jnmtjîãa próxmdj ja luk`a (Hjsg – @gsvma) g próxmdj æ supgrläcmg
(_akj Dartj – Papa). As `j`as sg rglgrgd æs dg`m`js `g jhsarhèkcmj lgmtjs cad js jiäquatjs
rgtmrj`js ja iakna `a gxpgrmdgkta, g jas `j`as `g cakcgktrjîãa kardjimzj`as j pjrtmr `as
rgsuitj`as ̀ a gspgctalatðdgtra.
Pjhgij : – @j`as gxpgrmdgktjms rglgrgktgs æs jhsarhèkcmjs dg`m`js g rjz÷gs `g
cakcgktrjî÷gs gd rgijîãa æ cakcgktrjîãa mkmcmji pjrj as rgjtargs CSPX
Jhsarhèkcmj (7:8 kd) C/C6 U:-L(t)T : - C/C6 UL(t)T
Pgdpa(s)
@gsvma(Hjsg)
_akj Dartj(Papa)
@gsvma(Hjsg)
_akj Dartj(Papa)
@gsvma(Hjsg)
_akj Dartj(Papa)
6 6,>>> 6,>23 :,666 :,666 6,666 6,666
:6 6,<<< 6,<20 6,27> 6,2>0 6,:03 6,:8<
86 6,<02 6,<>8 6,230 6,272 6,:<< 6,:08
36 6,<0 6,<<0 6,280 6,202 6,:>< 6,:78
06 6,<08 6,<77 6,28< 6,23> 6,:>0 6,:<3
76 6,<3 6,<70 6,2:: 6,237 6,:2= 6,:<7
<6 6,<88 6,<00 6,26: 6,288 6,:== 6,:>2
>6 6,<:< 6,<33 6,>=3 6,262 6,86> 6,:=8
=6 6,<60 6,<:0 6,>>> 6,>20 6,883 6,8:<
::6 6,722 6,<6> 6,>7> 6,>>7 6,803 6,887
:36 6,7>7 6,728 6,>06 6,>03 6,8<6 6,87>
:<6 6,770 6,7<= 6,>:3 6,>8> 6,82> 6,8>3
:=6 6,702 6,77: 6,>67 6,>60 6,8=7 6,8=<
806 6,76< 6,7:> 6,<7: 6,<<6 6,30= 6,306
366 6,0<> 6,02> 6,<6: 6,<88 6,3== 6,3>2
3<6 6,03> 6,07> 6,7<8 6,720 6,032 6,0:<
086 6,06> 6,08: 6,780 6,732 6,0>< 6,0<8
<66 6,33: 6,377 6,08< 6,073 6,7>0 6,70>
>76 6,8>> 6,363 6,37< 6,32> 6,<00 6,<:3
=66 6,83: 6,87> 6,8=> 6,382 6,>63 6,<>8
:866 6,:<< 6,:20 6,8:0 6,837 6,>2< 6,><7
:766 6,::> 6,:0: 6,:7: 6,:26 6,20= 6,286
8:66 6,6=8 6,6>3 6,::2 6,6=3 6,228 6,=6>
8>66 6,682 6,608 6,63< 6,670 6,=<0 6,=0<
7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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Pjhgij 8 – @j`as gxpgrmdgktjms rglgrgktgs æs jhsarhèkcmjs dg`m`js g rjz÷gs `g
cakcgktrjî÷gs gd rgijîãa æ cakcgktrjîãa mkmcmji pjrj a rgjtar VLX
Pgdpa (dmk)Jhsarhèkcmj
(7:8kd)C/C6 (:-L(t)) : - C/C6 (L(t)) G(t) (`L/`t)
6 6,>26 :,666 6,666 6,6<0
: 6,>36 6,=3< 6,6<0 6,680
3 6,>80 6,=82 6,6>8 6,66:
7 6,>82 6,=33 6,6<> -6,66<
> 6,>08 6,=7: 6,60= -6,668
= 6,>37 6,=08 6,672 6,66:
:: 6,>32 6,=0< 6,670 -6,667
:3 6,>76 6,=<8 6,632 -6,663
:0 6,>07 6,=77 6,607 6,663
:7 6,>07 6,=77 6,607 6,66<
:< 6,>37 6,=08 6,672 6,672
:> 6,<70 6,232 6,:<8 6,::7
:>,7 6,<66 6,><= 6,83: 6,6=8
:2 6,728 6,>0< 6,870 6,:>8
:2,7 6,0<< 6,7=> 6,063 6,88:
:= 6,0:6 6,78< 6,0>0 -6,66:
:=,7 6,0<> 6,7== 6,06: 6,680
86 6,3=: 6,76: 6,0== 6,:67
86,7 6,327 6,0=0 6,76< -6,6:8
8: 6,066 6,7:3 6,02> 6,6<=
8:,7 6,33: 6,080 6,7>< 6,676
88 6,3<: 6,0<3 6,73> 6,60<
88,7 6,8=7 6,3>2 6,<88 6,62:
83 6,8=2 6,328 6,<:2 6,62<
83,7 6,882 6,8=8 6,>62 6,688
80 6,82: 6,3<6 6,<06 -6,633
80,7 6,870 6,38< 6,<>0 6,67:
87 6,80: 6,36= 6,<=: 6,68<
87,7 6,830 6,366 6,>66 -6,6><
8< 6,366 6,327 6,<:7 -6,6>:
8<,7 6,82= 6,3>: 6,<8= 6,670
8> 6,872 6,33: 6,<<= 6,6<3
82 6,8:7 6,8>< 6,>80 6,6:0
8= 6,83< 6,363 6,<=> -6,6:2
36 6,803 6,3:8 6,<22 -6,66=
38 6,87> 6,38= 6,<>: 6,638
37 6,:86 6,:70 6,20< 6,632
32 6,6>> 6,6== 6,=6: 6,6:0
06 6,6<< 6,627 6,=:7 6,66>
7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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@a cêicuia `j vjzãa pjrj a gxpgrmdgkta cad a rgjtar CSPX rgsuitjd as `j`as
prgsgktgs kj Pjhgij 3. As cêicuias larjd lgmtas j pjrtmr `j dg`mîãa `mrgtj `g ud vaiudg gd
ud mktgrvjia `g tgdpa, j`atj-sg kavjdgktg j igngk`j ’@gsvma – Hjsg— pjrj a gksjma lgmta
cad a mdpgim`ar próxmda ja luk`a `a híqugr gxpgrmdgktji g ’_akj Dartj – Papa— próxmda æ
supgrläcmg `a vaiudg rgjcmakji, cada sg vgrê pastgrmardgktg gssj kadgkcijturj cak`mz cad
as rgsuitj`as ahsgrvj`as. Pjdhíd gstãa prgsgktgs as `j`as `a tgdpa gspjcmji pjrj cj`j
smstgdj.
Pjhgij 3 – \aiudg g vjz÷gs dg`m`js, jssmd cada tgdpas gspjcmjms cjicuij`as, pjrj jdhas as
rgjtargs CSPX, cad a jnmtj`ar próxmda ja tapa g `a luk`a.
Xgjtar @gsvma (Hjsg) _akj Dartj (Papa)
\aiudg (dI) :326
\jzãa Dí`mj (dI/dmk) ::3,0 =6,6
Pgdpa Gspjcmji – π (s) >36,0 =86,6
As rgsuitj`as gqumvjigktgs pjrj a rgjtar VLX sg gkcaktrjd kj Pjhgij 0?
Pjhgij 0 – \aiudg g vjz÷gs dg`m`js, jssmd cada tgdpas gspjcmjms cjicuij`as, pjrj jdhas a
rgjtar VLX, cad a jnmtj`ar próxmda ja tapa g `a luk`a.
Xgjtar VLX
\aiudg (dI) :=26
\jzãa Dí`mj (dI/dmk) >0,67
Pgdpa Gspjcmji - π (dmk) 8<,>0
CSPX kãa M`gji
\. @mstrmhumîãa `g Pgdpas `g Xgsm`ïkcmj pjrj Xgjtargs CSPX M`gjms
Vgia hjijkîa `g djssj `g ud trjîj`ar armnmkj`a `g ud `mstÿrhma `gnrju, tgd-sg j
lukîãa `g `mstrmhumîãa `g tgdpas `g rgsm`ïkcmj cuduijtmvj, L, qug í `j`j par?
( )
Kavjdgktg rgssjitj-sg qug a gxpgrmdgkta j`atj ud `gnrju kgnjtmva ’wjsb-aut— a
quji sg cjrjctgrmzj par udj lukîãa cuduijtmvj cad cadpartjdgkta mkvgrsa. @gssj djkgmrj bê
udj `mlgrgkîj gd tgrdas `a trjtjdgkta `g `j`as qujk`a cadpjrj`a ja `gnrju pasmtmva.
Varíd, `g qujiqugr lardj, gd tgrda tgórmca sg djktíd a cadpartjdgkta gspgrj`a.
Var datmvas rgijcmakj`as æ `mkèdmcj `as gxpgrmdgktas, j vjzãa `g jimdgktjîãa g,
caksgqugktgdgktg, j `g sjä`j `as rgjtargs vjrmjrjd caklardg as gxpgrmdgktas larjd
gxgcutj`as. @gssj lardj, a sgnuk`a gxpgrmdgkta, par tgr dgkar vjzãa `g jimdgktjîãa qug a
prmdgmra, passum djmar tgdpa `g gspjcmji.
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J sgnumr, tïd-sg as nrêlmcas cad a cadpartjdgkta m`gji `g L(t) gd lukîãa `a tgdpa
da`gij`a caklardg j gqujîãa prgsgktg jcmdj, jpimcj`j j pjrtmr `as `j`as gxpgrmdgktjms `g
tgdpas `g rgcaibmdgkta `js jiäquatjs g `a tgdpa gspjcmji. Sgnug-sg j igngk`j `js curvjs
pjrgj`j cad as tgdpas gspjcmjms, jprgsgktj`as kj Pjhgij 3?
Lmnurj < – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj cuduijtmva L(t) gd lukîãa
`a tgdpa, tgórmcj, pjrj a tgdpa gspjcmji `g cj`j gxpgrmdgkta.
Jdhjs js curvjs jprgsgktjd ud cadpartjdgkta smdmijr sgnumk`a ud `gcríscmda
gxpakgkcmji `j lukîãa tgórmcj. J curvj gqumvjigktg ja rgjtar tgdpa gspjcmji dgkar jprgsgktj
j lukîãa cuduijtmvj cbgnjk`a æ ukm`j`g djms rjpm`jdgktg, carrgspak`gktg æs `mlgrgktgs
vjz÷gs gxpgrmdgktjms dg`m`js.
J lukîãa `g `mstrmhumîãa `g tgdpas `g rgsm`ïkcmj, G, í `j`j, pgia hjijkîa `g djssj `g
ud trjîj`ar armuk`a `g ud `mstÿrhma puisa.
( )
Wd `mstÿrhma `gnrju pa`g sgr caksm`grj`a cada udj sírmg mklmkmtj `g `mstÿrhmas
puisas. Caksgqugktgdgktg, j sadjtórmj `g mklmkmtas puisas igvjrmj j ud `mstÿrhma `gnrju.
Djtgdjtmcjdgktg, j lukîãa `g `mstrmhumîãa `g tgdpas `g rgsm`ïkcmj cuduijtmvj, L, pa`g sgr`j`j pgij sadjtórmj `g k, tgk`gk`a j mklmkmta, lukî÷gs `g `mstrmhumîãa `g tgdpas `g
rgsm`ïkcmj, G.
√
G pgia tgargdj luk`jdgktji `a cêicuia,
6%
86%
06%
<6%
26%
:66%
:86%
6 :666 8666 3666 0666 7666 <666
L ( t )
Pgdpa (s)
π (s) 4 >36
π (s) 4 =86
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:<
Ahtíd-sg `gssj djkgmrj j curvj `g G(t) gd lukîãa `a tgdpa pjrj ud joustg m`gji `as
`j`as gxpgrmdgktjms pjrj as `ams gksjmas rgjimzj`as cad a rgjtar CSPX?
Lmnurj > – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj G(t) gd lukîãa `a tgdpa,
tgórmcj, pjrj a tgdpa gspjcmji `g cj`j gxpgrmdgkta.
\M. CSPX”s kãa M`gjms – Xgsuitj`as Gxpgrmdgktjms
As `ams prmkcmpjms prahigdjs cjrjctgrästmcas `g rgjtargs caktäkuas `g tjkqugs jnmtj`as
(CSPX”s) qug `gsvmjd a cadpartjdgkta m`gji sãa? `gsvmas au ’curta-cmrcumta— g j prgsgkîj `g
rgnm÷gs `g gstjnkjîãa au vaiudgs dartas.
Jprgsgktjd-sg j sgnumr js curvjs `g L(t) g (:-L(t)) pgia tgdpa cad hjsg kas `j`as
gxpgrmdgktjms `g cakcgktrjîãa(au jhsarhèkcmj) jprgsgktj`as ka mkäcma `gssj sgîãa.
Lmnurj 2 – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj cuduijtmvj cadpigdgktjr
U:-L(t)T gd lukîãa `a tgdpa, pjrj pês `a mdpgim`ar pasmcmakj`j j 8 cd `a luk`a `a rgcmpmgktg.
6.66%
6.68%
6.60%
6.6<%
6.62%
6.:6%
6.:8%
6.:0%
6.:<%
6 :666 8666 3666 0666 7666 <666
G ( t )
Pgdpa (s)
π (s) 4 >36
π (s) 4 =86
6.6
6.8
6.0
6.<
6.2
:.6
:.8
6 766 :666 :766 8666 8766 3666
: -
L (
t ) a u U
C / C 6
T
Pgdpa (s)
7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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:>
Lmnurj = – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj cuduijtmvj L(t) gd lukîãa
`a tgdpa, pjrj pês `a mdpgim`ar pasmcmakj`j j 8 cd `a luk`a `a rgcmpmgktg.
Lmnurj :6 – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj cuduijtmvj
cadpigdgktjr U:-L(t)T gd lukîãa `a tgdpa, pjrj pês `a mdpgim`ar pasmcmakj`j j 8 cd `j
supgrläcmg `j dmsturj.
6.6
6.8
6.0
6.<
6.2
:.6
:.8
6 766 :666 :766 8666 8766 3666
L ( t )
Pgdpa (s)
6.6
6.8
6.0
6.<
6.2
:.6
:.8
6 766 :666 :766 8666 8766 3666
: -
L ( t )
Pgdpa (s)
7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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:2
Lmnurj :: – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj cuduijtmvj L(t) gd
lukîãa `a tgdpa, pjrj pês `a mdpgim`ar pasmcmakj`j j 8 cd `j supgrläcmg `j dmsturj.
As prmdgmras paktas `js Lmnurjs 2 g :6 `gdakstrjd cijrjdgktg j prgsgkîj `g paktas
`g curta-cmrcumta ka gscajdgkta `a rgjtar gxpgrmdgktji. Gssjs dgsdjs curvjs sãa
cadpjtävgms cad a díta`a gdprgnj`a, `g ud `gnrju kgnjtmva, ak`g sg vï qug mkmcmjidgktg
js jiäquatjs rgtmrj`js djktmkbjd prjtmcjdgktg j dgsdj jhsarhèkcmj(cakcgktrjîãa) `a
trjîj`ar(carjktg) utmimzj`a, caklardg sg pracg`g a gscajdgkta pgia rgjtar j cakcgktrjîãa
`gcjm jtí sg gstjhmimzjr kas ÿitmdas paktas gxpgrmdgktjms.
Js Lmnurjs = g :: gvm`gkcmjd a cadpartjdgkta cuduijtmva `j cakcgktrjîãa `g sjä`j
`a rgjtar, ka mkäcma bê udj nrjk`g vjrmjîãa ka tatji `g trjîj`ar qug `gmxj a smstgdj,
caklardg a tgdpa judgktj a jcÿduia crgscg cj`j vgz dgkas, `gdakstrjk`a udj tgk`ïkcmj
`j curvj gd sg gstjhmimzjr pjrj tgdpas supgrmargs j 8766s.
\MM. Pgdpa Dí`ma `g Xgsm`ïkcmj ( )̇ g \jrmèkcmj (S¸)
A tgdpa dí`ma `g rgsm`ïkcmj `g `gtgrdmkj`j gspícmg `gktra `g ud rgjtar pa`g sgr
`gtgrdmkj`j j pjrtmr `j mksgrîãa `g ud trjîj`ar cada `mstÿrhma `gnrju kj jimdgktjîãa. Cada
Vgia tgargdj `a vjiar dí`ma?
̇ ∥ ∥
Vgij rgijîãa jktgrmar gktrg j lukîãa G g L , puisa g `gnrju, rgspgctmvjdgktg, g jinudjsdjkmpuijî÷gs jiníhrmcjs?
6.6
6.:
6.8
6.3
6.0
6.7
6.<
6.>
6.2
6.=
:.6
6 766 :666 :766 8666 8766 3666
L ( t )
Pgdpa (s)
7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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Cada
Suhstmtumk`a
̇
Vartjkta, utmimzjk`a `g mktgnrjîãa kudírmcj, j pjrtmr saltwjrg djtgdêtmca ArnmkVra
2.6, g igvjk`a gd caksm`grjîãa qug, pjrj as `j`as gdpärmcas, armuk`as `g `mstÿrhma `gnrju, j
prgcmsãa `j mktgnrjîãa pjrj ahtgkîãa `a tgdpa `g rgsm`ïkcmj dí`ma gd L í djmar, ahtmvgrjd-sg sgus vjiargs.
Vjrj dgksurjr j `mspgrsãa `j `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj, gstmdau-sg a
pjrèdgtra gstjtästmca, vjrmèkcmj (S¸ ), kudgrmcjdgktg, ljzgk`a usa `a dgsda saltwjrg
djtgdêtmca.
̇
Vjrj as gksjmas cad a mdpgim`ar kj hjsg g ka tapa `a vaiudg rgjcmakji, tïd-sg as
sgnumktgs rgsuitj`as?
Pjhgij 7 – Pgdpa dí`ma `g rgsm`ïkcmj gxpgrmdgktji pjrj as rgjtargs CSPX cad jnmtjîãa
próxmdj j supgrläcmg (tapa) g próxmdj ja luk`a (hjsg).
Xgjtar @gsvma (Hjsg) _akj Dartj (Papa) ̇(s) <06,> <8<,8
π (s) >36,0 =86,6
π (s) - ̇ (s) 2=,> 8=3,2
0826>2,< 780:62,2
Cada as vjiargs `j vjrmèkcmj pjrj jdhas as cjsas sãa próxmdas ja quj`rj`a `as
rgspgctmvas tgdpas dí`mas, cakcium-sg qug bê nrjk`g `mspgrsãa `as `j`as gd tarka `j dí`mj.
Ljta qug gstj rgijcmakj`a js cak`mî÷gs g j lardj cada a gdpmrmsda lam gdprgnj`a.
Cada gspgrj`a, as vjiargs `g tgdpa `g rgsm`ïkcmj ahtm`as sãa dgkargs `a qug as
tgdpas gspjcmjms, pjrj jdhas as gksjmas. Gssg `gsvma gktrg ud cadpartjdgkta m`gji, tgdpa
gspjcmji, g a rgji, tgdpa dí`ma `g rgsm`ïkcmj, carrgspak`g j ud smstgdj `g jnmtjîãa kãa-m`gji
qug jcjhj par armnmkjr cjdmkba prglgrgkcmjms `g gscajdgkta `g da`a qug a lium`a
pgrdjkgcg dgkas tgdpa mktgrkjdgktg ja rgjtar `a qug a gspgrj`a.
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Wdj jkêimsg djms crmtgrmasj `gssj mkliuïkcmj gxmng qug `gscrgvj cad djmar `gtjibgs a
smstgdj `g jnmtjîãa mdpigdgktj`a, gspgcmlmcjk`a a da`gia `g mdpgim`ar, g j `mkèdmcj `a
gscajdgkta ngrj`a par sgu davmdgkta. @gvg-sg cakbgcgr hgd sg bê ngrjîãa `g liuxa tjkta
jxmji qujkta iaknmtu`mkji g rj`mji, `g da`a j sg pgrdmtmr j dmsturj `js `mlgrgktgs cjdj`js `a
vaiudg rgjcmakji. Mdpartjktg tjdhíd vgrmlmcjr j mkliuïkcmj `g jinudjs cjrjctgrästmcjs `a
lium`a, cada vmscasm`j`g g `gksm`j`g, gd cadpjtmhmim`j`g cad js `a jnmtj`ar, cada `mèdgtra
g jiturj.
@g qujiqugr lardj, jkjimsjk`a as rgsuitj`as pjrj tgdpa gspjcmji g `g rgsm`ïkcmj
dí`ma, pa`g-sg vgrmlmcjr qug bê djmar `mlgrgkîj gktrg gspgrj`a g ahtm`a pjrj a cjsa `a ’Papa
– _akj Dartj— `a vaiudg rgjcmakji. Kgssg cjsa, js pês `a mdpgim`ar `mrgcmakjd a lium`a par
cjdmkbas prglgrgkcmjms `gvm`a j praxmdm`j`g gktrg j jimdgktjîãa g j sjä`j `a lium`a kj pjrtg
supgrmar `a rgjtar. @gssj lardj, pa`g-sg jlmrdjr qug j jnmtjîãa `a rgspgctmva lium`a
gxpgrmdgktji pjrj a gscajdgkta mdpigdgktj`a í dgibar cad a smstgdj `g jnmtjîãa
iacjimzj`a próxmda ja luk`a `a rgjtar `a qug próxmda æ supgrläcmg.
\MMM. Curvj `g @mstrmhumîãa `as Pgdpas `g Pgdpas `g Xgsm`ïkcmj - G
J bmpótgsg `g djmar prgcmsãa qujk`a utmimzj`j j mktgnrjîãa gd L í oustmlmcj`j par
bjvgr j utmimzjîãa `g ud díta`a kudírmca j dgkas. Cjsa sg utmimzjssg a díta`a gd G , as
`j`as gd L tgrmjd qug sgr `mlgrgkcmj`as kudgrmcjdgktg pjrj pastgrmar mktgnrjîãa. As
nrêlmcas gqumvjigktgs j cj`j ud `as gksjmas sg sgnugd.
Lmnurj :8 – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj G(t) gd lukîãa `a
tgdpa, pjrj pês `a mdpgim`ar pasmcmakj`j j 8 cd `j supgrläcmg `j dmsturj.
@gvm`a æ prgsgkîj `g curtas-cmrcumtas gd jdhas as cjsas, cj`j ud cad suj
mktgksm`j`g, `g jcar`a cad a smstgdj `g jnmtjîãa mdpigdgktj`a, as prmdgmras paktas, cuoas
vjiargs `gstajvjd `as `gdjms, kãa pgrdmtmk`a a joustg `j curvj gxpakgkcmji, larjd
suprmdm`as.
y 4 =.267G-0g-:.6>=G-3x
X¸ 4 =.3=:G-:
6G+6
8G-0
0G-0
<G-0
2G-0
:G-3
:G-3
:G-3
8G-3
6 766 :666 :766 8666 8766 3666
G ( t )
Pgdpa (s)
7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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8:
Vartjkta, a vjiar `j êrgj jhjmxa `g jdhjs js curvjs `js Lmnurjs :8 g :3 rgprgsgktj j
lrjîãa `g cakcgktrjîãa `g trjîj`ar qug rgjidgktg pgrdgau a dgma jnmtj`a. Cada j mktgnrji
`j curvj `g G gd ta`j suj gxtgksãa, par `glmkmîãa, tgd vjiar ukmtêrma, js curvjs gd qugstãa
jprgsgktjd vjiargs mklgrmargs j ukm`j`g, `gdakstrjk`a, kgstj `mlgrgkîj, j prgsgkîj `a curta-
cmrcumta. J lrjîãa `g trjîj`ar qug kãa pgrdgau a dgma, par caksgquïkcmj, í j `mlgrgkîj gktrg
as vjiargs `js êrgjs `js mktgnrjms `js rgspgctmvjs curvjs.
Lmnurj :3 – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj G(t) gd lukîãa `a
tgdpa, pjrj pês `a mdpgim`ar pasmcmakj`j j 8 cd `j supgrläcmg `j dmsturj.
Js curvjs tjdhíd mkciugd a joustg `g `j`as par udj lukîãa gxpakgkcmji j lmd `g
cadpjrjr a rgsuitj`a gxpgrmdgktji cad a da`gia tgórmca `g ud rgjtar m`gji. As caglmcmgktgs
`g `gtgrdmkjîãa, X8, tjdhíd sg gkcaktrjd `gtgrdmkj`as g `gdakstrjd qug jpós j gxciusãa
a joustg gxpgrmdgktji `gdakstrau haj cagrïkcmj.
Lmnurj :0 – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj G(t) gd lukîãa `a
tgdpa, pjrj pês `a mdpgim`ar pasmcmakj`j j 8 cd `j supgrläcmg `j dmsturj, oukta jas paktas
mkmcmjms, mk`mcj`args `j prgsgkîj `g curta-cmrcumta.
y 4 2.30=G-0g-=.60:G-0x
X¸ 4 2.682G-:
6G+6
8G-0
0G-0
<G-0
2G-0
:G-3
:G-3
:G-3
6 766 :666 :766 8666 8766 3666
G ( t )
Pgdpa (s)
y 4 :.36<G-3g-:.8>3G-3x
X¸ 4 <.736G-:
6G+6
8G-3
0G-3
<G-3
2G-3
:G-8
:G-8
:G-8
6 766 :666 :766 8666 8766 3666
G ( t )
Pgdpa (s)
7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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Lmnurj :7 – Curvj `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj G(t) gd lukîãa `a
tgdpa, pjrj pês `a mdpgim`ar pasmcmakj`j j 8 cd `j supgrläcmg `j dmsturj, oukta jas paktas
mkmcmjms, mk`mcj`args `j prgsgkîj `g curta-cmrcumta.
Js Lmnurjs :0 g :7 mkciugd as paktas mk`mcj`args `g curta-cmrcumta. Jiíd `msta, as
joustgs `js curvjs gxpakgkcmjms cjrjctgrästmcjs `j curvj G , g sgus rgspgctmvas caglmcmgktgs `g
`gtgrdmkjîãa, X¸ , cadpravjk`a qug as paktas mkmcmjs kãa rgprgsgktjd a dgsda lgkðdgka
qug as `gdjms.
Díta`as gstmdjtmvas, j pjrtmr `g da`gias, `j djnkmtu`g `as `gsvmas gd rgijîãa æ
vjzãa `g jimdgktjîãa `a rgjtar sgrãa jhar`j`as djms j`mjktg.
MR. Da`gia `g CSPX cad Gspjîa Darta g @gsvma
Kj prgsgkîj `g `gsvma, a gigdgkta `g lium`a qug gktrj ka rgjtar tgd tgdpa `g
rgsm`ïkcmj djmar qug a tgdpa gspjcmji, cjicuij`a caksm`grjk`a a rgjtar cada m`gji. Msta sg
`gvg ja ljta `g qug j vjzãa jimdgktj`j qug j`gktrj a rgjtar í dgkar qug j vjzãa jimdgktj`j
`gvm`a ja `gsvma `g pjrtg `gstj.
Wd da`gia `g rgjtar kãa m`gji cuoas pjrèdgtras gstmdjd j prgsgkîj g j mktgksm`j`g
`g cj`j `gsvma `j m`gjim`j`g í a da`gia `g CSPX cad Gspjîa Darta g @gsvma. J pjrtmr `g ud
pracgssa tgórmca gd qug bê ud rgjtar cuoa vaiudg í udj lrjîãa `a vaiudg qug sg sup÷g tgr gpjrtg `j jimdgktjîãa í `gsvmj`j par ud hy-pjss, pgias hjijkîas `g djssj `g ud trjîj`ar
armnmkj`a `g ud `mstÿrhma kjs oukî÷gs, pa`g-sg ahtgr j sgnumktg rgijîãa pjrj cakcgktrjîãa `g
trjîj`ar kj sjä`j, CP, g cakcgktrjîãa `a `mstÿrhma kj gktrj`j, CP6?
U ()T
Gd qug a pjrèdgtra í j lrjîãa `g vjzãa `g gktrj`j qug sg sup÷gs qug í `gsvmj`j,
í j rjzãa gktrg a vaiudg rgji `a rgjtar g a qug sg prgsudg tgr g
a tgdpa gspjcmji.
y 4 :.86>G-3g-:.:73G-3x
X¸ 4 7.8<=G-:
6G+6
8G-3
0G-3
<G-3
2G-3
:G-8
:G-8
:G-8
8G-8
6 766 :666 :766 8666 8766 3666
G ( t )
Pgdpa (s)
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@g lardj j sg ahtgr djms ljcmidgktg as vjiargs `g g , imkgjrmzj-sg j gqujîãa
jktgrmar?
(
) (
) (
)
Xgjrrjkojk`a a prmdgmra tgrda?
Padjk`a-sg par hjsg as `j`as gxpgrmdgktjms, gijharjrjd-sg js curvjs j sgnumr?
Lmnurj :< – Curvj `j gqujîãa `a da`gia `g rgjtar CSPX cad `gsvma g vaiudg darta pjrj a
jnmtj`ar j 8 cd `a luk`a `a rgjtar.
Lmnurj :> – Curvj `j gqujîãa `a da`gia `g rgjtar CSPX cad `gsvma g vaiudg darta pjrj a
jnmtj`ar j 8 cd `j supgrläcmg `a rgjtar.
y 4 :.:>G-3x + :.0=G-:
X¸ 4 :.66G+6
6.6
6.7
:.6
:.7
8.6
8.7
3.6
3.7
6 766 :666 :766 8666 8766 3666
i k ( : / ( : - L ) )
tgdpa (s)
Curta Cmrcumta
y 4 :.67G-3x + :.76G-:
X¸ 4 =.==G-:
6.6
6.7
:.6
:.7
8.6
8.7
3.6
3.7
6 766 :666 :766 8666 8766 3666
i k ( : / ( :
- L ) )
tgdpa (s)
_akj Dartj
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J pjrtmr `as caglmcmgktgs jknuijr g imkgjr `js rgtjs joustj`js, pa`g-sg ahtgr as
pjrèdgtras g .
( )
As vjiargs `g g gstãa `mspastas kj tjhgij j sgnumr?
Pjhgij < – Vjrèdgtras g `a da`gia `g rgjtargs CSPX cad zakj dartj g `gsvma pjrj as
`j`as gxpgrmdgktjms `g cj`j gxpgrmdgkta.
Xgjtar @gsvma (Hjsg) _akj Dartj (Papa)
Pgdpa Gspjcmji – π (s) >36,0 =86,6
Caglmcmgktg Jknuijr (:6³) :,:>83 :,60>>Caglmcmgktg Imkgjr 6,:0=: 6,:0=2
κ (%) :66 2=,8
θ (%) :3,20 :3,=8
Sgk`a a pjrèdgtra jpraxmdj`jdgktg mnuji pjrj jdhjs js pasmî÷gs `a jnmtj`ar, lmcj
gvm`gktg qug gstj kãa gxgrcg mkliugkcmj glgtmvj ka qug `mz rgspgmta j prgsgkîj `g `gsvmas kjs
cak`mî÷gs `a gxpgrmdgkta. Vartjkta, gstjk`a js pês `a mdpgim`ar próxmdjs au jljstj`js `j
supgrläcmg `j dmsturj, kjs cak`mî÷gs ngadítrmcjs, cmkítmcjs g `mkèdmcjs `a gxpgrmdgkta, j
dgsdj lrjîãa `g rgjngktg jimdgktj`a `gsvmjrê `a sgma `a rgjtar `mrgtjdgktg pjrj j sjä`j.
Gd caktrjpjrtm`j, jkjimsjk`a a pjrèdgtra , pgrcghg-sg qug, cada gspgrj`a, a rgjtar
cad js pês djms próxmdjs `j supgrläcmg, `gvm`a æ jusïkcmj `g jnmtjîãa kjs rgnm÷gs mklgrmargs
qug lmcjd gstjnkj`js, passum ud vaiudg rgji `g dmsturj mklgrmar ja cjicuij`a, kj ar`gd `g
:6% j dgkas. Caksgqugktgdgktg, cad dgkar vaiudg rgjcmakji, pjrj udj dgsdj vjzãa, as
rgjngktgs jimdgktj`as gd ud rgjtar cuoj jnmtjîãa acarrj sadgktg próxmdj `j supgrläcmg tïd
ud dgkar tgdpa `g rgsm`ïkcmj, mkliugkcmjk`a sahrgdjkgmrj gd qujiqugr rgjîãa quädmcj qug,
parvgkturj, passj acarrgr kgstg rgjtar CSPX.
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R. Cadpjrjîãa gktrg da`gias `g CSPX – Gspjîa Darta g @gsvma, M`gji g Gxpgrmdgktji
J sgnumr jprgsgktjdas rgukm`as as rgsuitj`as gxpgrmdgktjms ahtm`as g as da`gias
utmimzj`as ka joustg `g `j`as pjrj da`gijr a cadpartjdgkta `a rgjtar, j lmd `g cadpjrjr js
`mlgrgkîjs da`gia-gxpgrmdgktjms g m`gktmlmcjr ka rgjtar gxpgrmdgktji j armngd `gssjs
`mvgrnïkcmjs. As nrêlmcas `g G g L j sgnumr jprgsgktjd j `mspgrsãa `as `j`as gxpgrmdgktji, g
as da`gias `g cadpjrjîãa m`gji, g kãa-m`gji cad vaiudg darta g cjkjimzjîãa, pjrj as gksjmas
cad pê `a jnmtj`ar próxmdj ja luk`a g próxmdj æ supgrläcmg `a vaiudg rgjcmakji,
rgspgctmvjdgktg.
Lmnurj :2 – Nrêlmca cadpjrjtmva `js curvjs G j`vmk`js `as `mlgrgktgs `j`as `g da`gias g
gxpgrmdgktji pjrj a rgjtar CSPX cad tgdpa gspjcmji tgórmca `g >36s (Hjsg – Luk`a).
Lmnurj := – Nrêlmca cadpjrjtmva `js curvjs L j`vmk`js `as `mlgrgktgs `j`as `g da`gias g
gxpgrmdgktji pjrj a rgjtar CSPX cad tgdpa gspjcmji tgórmca `g >36s (Hjsg – Luk`a).
6.66%
6.68%
6.60%
6.6<%
6.62%
6.:6%
6.:8%
6.:0%
6.:<%
6 766 :666 :766 8666 8766 3666
G ( t )
Pgdpa (s)
π (s) 4 >36 (m`gji)
π (s) 4 >36 (Da`gia)
π (s) 4 >36 (gxpgrmdgktji)
6%
:6%
86%
36%
06%
76%
<6%
>6%
26%
=6%
:66%
6 :666 8666 3666
L ( t )
Pgdpa (s)
π (s) 4 >36 (m`gji)
π (s) 4 >36 (Da`gia)
π (s) 4 >36 (gxpgrmdgktji)
7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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8<
Lmnurj 86 – Nrêlmca cadpjrjtmva `js curvjs G j`vmk`js `as `mlgrgktgs `j`as `g da`gias g
gxpgrmdgktji pjrj a rgjtar CSPX cad tgdpa gspjcmji tgórmca `g =86s (Papa – Supgrläcmg).
Lmnurj 8: – Nrêlmca cadpjrjtmva `js curvjs L j`vmk`js `as `mlgrgktgs `j`as `g da`gias g
gxpgrmdgktji pjrj a rgjtar CSPX cad tgdpa gspjcmji tgórmca `g =86s (Papa – Supgrläcmg).
Js Lmnurjs :2 g 86 dastrjd qug pjrj a cadpartjdgkta gxpgrmdgktji g `as da`gias
`g cadpjrjîãa G(t) `mdmkum caklardg a tgdpa `g gxpgrmdgkta judgktj, æ dg`m`j qug
`mdmkum j cakcgktrjîãa `g trjîj`ar kj sjä`j `a smstgdj. J djmar prgsgkîj `as paktas
gxpgrmdgktjms pjrj hjmxas tgdpas mkliugkcmj ka cêicuia `g ud tgdpa dí`ma `g rgsm`ïkcmj
dgkar `a qug a tgdpa gspjcmji pjrj jdhas as gksjmas. Katj-sg hgd jmk`j qug gssgs
prmdgmras paktas sg `mstjkcmjd djms `js lukî÷gs `g cadpjrjîãa, qug sgrvgd `g rglgrïkcmj æ
jkêimsg, rgvgijk`a qug, ka mkäcma `a pracg`mdgkta, j lardjîãa `g cjkjms prglgrgkcmjms `g
gscajdgkta g j mksulmcmïkcmj `j dmsturj sãa gxpimcjî÷gs sahrg a lgkðdgka gxpgrmdgktji
cak`mzgktgs. Caklardg a tgdpa judgktj, bê djmar cadpjtmhmim`j`g gktrg as rgsuitj`as
gxpgrmdgktjms g as da`gias
6.66%
6.68%
6.60%
6.6<%
6.62%
6.:6%
6.:8%
6.:0%
6.:<%
6.:2%
6 766 :666 :766 8666 8766 3666
G ( t )
Pgdpa (s)
π (s) 4 =86 (m`gji)
π (s) 4 =86 (Da`gia)
π (s) 4 =86 (gxpgrmdgktji)
6%
:6%
86%
36%
06%
76%
<6%
>6%
26%
=6%
:66%
6 :666 8666 3666
L ( t )
Pgdpa (s)
π (s) 4 =86 (m`gji)
π (s) 4 =86 (Da`gia)
π (s) 4 =86 (gxpgrmdgktji)
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8>
@g qujiqugr lardj, js curvjs gvm`gkcmjd pjrj j lukîãa `g `mstrmhumîãa `as tgdpas `g
rgsm`ïkcmj G(t) qug j `mspgrsãa `as paktas gxpgrmdgktjms sg j`gquj djms ja da`gia
mdpigdgktj`a `a qug j caklmnurjîãa m`gji. Mssa smnkmlmcj qug ja caksm`grjr kj da`gijngd `a
smstgdj as glgmtas `g ud vaiudg darta rglgrgktg j udj zakj `g gstjnkjîãa g `j cjkjimzjîãa
`a gscajdgkta sg jtmkng udj djmar praxmdm`j`g cad as rgsuitj`as rgjms.
Gvm`gktgdgktg gssj dgibar joustg grj gspgrj`j, a da`gia m`gji sg hjsgmj gd udj
jnmtjîãa pgrlgmtj g mkstjktèkgj `a lium`a ka rgjtar. Kj smtujîãa rgji, j gxpgrmdgktji, j dmsturj
í mksulmcmgktg? bê gigdgktas `g lium`as qug `gmxjd a smstgdj rgjcmakji jhruptjdgktg iana
jpós æ jimdgktjîãa, g sg lardj rgnm÷gs ak`g a lium`a, g a trjîj`ar, gstjnkj.
Js Lmnurjs := g 8: dastrjd j `mstrmhumîãa cuduijtmvj L(t) kavjdgktg j djmar
cadpjtmhmim`j`g sg `ê cad a da`gia `g cadpjrjîãa utmimzj`a `a qug cad j curvj `g ud
rgjtar m`gji. Cada j lukîãa í cuduijtmvj g cjrrgnj caksmna j `mspgrsãa caktmkujdgktg ja
iakna `a tgdpa, as paktas gxpgrmdgktjms mkmcmjms qug `gstajvjd `as da`gias `g cadpjrjîãa
gd tgdpas hjmxas `gssj vgz cakcar`jd djms cad j curvj `a da`gia.
J cadpjrjîãa gktrg js `ujs caklmnurjî÷gs `g rgjtargs CSPX, (Hjsg – Luk`a) g (Papa –
Supgrläcmg) rgvgij qug a smstgdj `g jnmtjîãa cad a mdpgim`ar próxmda ja luk`a `a rgjtar ngrj
ud dgibar smstgdj `g jnmtjîãa g jpraxmdj a rgjtar ja smstgdj m`gji. Gssg ljta lmcj gvm`gktg
pgij dgkar `mspgrsãa `as prmdgmras paktas gxpgrmdgktjms, j hjmxas vjiargs `g tgdpa, gd
tarka `a da`gia caksm`grj`a pjrj j Lmnurj :2.
VLX kãa M`gji
RM.
@mstrmhumîãa `g Pgdpas `g Xgsm`ïkcmj pjrj Xgjtargs VLX M`gjms
Js lukî÷gs `g `mstrmhumîãa `g tgdpas `g rgsm`ïkcmj, G , g j cuduijtmvj, L , sãa
cjrjctgrästmcjs `a `mstÿrhma `g trjîj`ar jpimcj`a g `a tmpa `g rgjtar g gscajdgkta. Ka cjsa
m`gji, katj-sg a imdmtg hgd `glmkm`a gktrg a dadgkta gd qug acarrg a `mstÿrhma g a dadgkta
gd qug sg dg`g a trjîj`ar kj sjä`j. A mktgrvjia `g tgdpa gktrg gssgs `ams dadgktas í a
tgdpa gspjcmji `a rgjtar.
Pjhgij > – \aiudg g vjzãa dg`m`j g tgdpa gspjcmji pjrj a rgjtar VLX.
Xgjtar VLX
\aiudg (dI) :=26
\jzãa Dí`mj (dI/s) :,83
Pgdpa Gspjcmji – π (s) :<60,3
Js lmnurjs j sgnumr carrgspak`gd æs `mstrmhumî÷gs `g tgdpas `g rgsm`ïkcmj pjrj
rgjtargs VLX m`gjms kjs cak`mî÷gs `a gxpgrmdgkta.
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Lmnurj 88 – Lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj tgórmcj pjrj j vjzãa g vaiudg
dg`m`as ka gxpgrmdgkta cad gscajdgkta.
Lmnurj 83 – Lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj cuduijtmvj tgórmcj pjrj j vjzãa g
vaiudg dg`m`as ka gxpgrmdgkta.
6.666 :6.666 86.666 36.666 06.666 76.666
G ( t )
Pgdpa (dmk)
π
∛
6%
:6%
86%
36%
06%
76%
<6%
>6%
26%
=6%
:66%
6.666 :6.666 86.666 36.666 06.666 76.666
L ( t )
Pgdpa (dmk)
π
7/23/2019 Relatório - DTR - Distribuição de Tempos de Residência - FEQ EQ801 - UNICAMP - Grupo 2 - Final
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8=
RMM. Xgsuitj`as Gxpgrmdgktjms – Xgjtar VLX kãa m`gji
J pjrtmr `as `j`as gxpgrmdgktjms pjrj a gscajdgkta gd ud rgjtar VLX prgsgktgs kj
Pjhgij > sg ahtïd js curvjs `js lukî÷gs `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj, G , g
cuduijtmvj, L , g `j vjrmjîãa `j cakcgktrjîãa `g sjä`j (C(t)/C 6 ) au (:-L(t)), jprgsgktj`js j
sgnumr?
Lmnurj 80 – Curvj `as `j`as gxpgrmdgktjms `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj
U:-L(t)T au C/C6 gd lukîãa `a tgdpa pjrj a rgjtar VLX.
Lmnurj 87 – Curvj `as `j`as gxpgrmdgktjms `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj
cuduijtmvj L(t) au :-C/C6 gd lukîãa `a tgdpa pjrj a rgjtar VLX.
6.6
6.8
6.0
6.<
6.2
:.6
:.8
6 :6 86 36 06 76
: -
L ( t )
Pgdpa (dmk)
6%
:6%
86%
36%
06%
76%
<6%
>6%
26%
=6%
:66%
6 :6 86 36 06 76
L ( t )
Pgdpa (dmk)
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Lmnurj 8< – Curvj `as `j`as gxpgrmdgktjms, ahtm`j j pjrtmr `g díta`as `g `mlgrgkcmjîãa
kudírmcas, `j lukîãa `g `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj G(t) gd lukîãa `a tgdpa pjrj
a rgjtar VLX.
Cada a díta`a gdprgnj`a pjrj cêicuia `g G(t) sg hjsgmj gd díta`as kudírmcas `g
`mlgrgkcmjîãa, jinuks `j`as `j Lmnurj 8< jprgsgktjd vjiargs kgnjtmvas, mk`mcjtmvas `g udj
`grmvj`j kgnjtmvj `g L(t), a qug cak`mz cad j vjrmjîãa `as vjiargs gxpgrmdgktjms `j
cakcgktrjîãa ahtm`as pgia dg`mîãa `j jhsarhèkcmj `js jdastrjs.
Cad hjsg kas `j`as gxpgrmdgktjms g kjs Lmnurjs 80 g 87, pgrcghg-sg kmtm`jdgktg qug
js bmpótgsgs `g gscajdgkta gdpmstakj`a `a VLX kãa larjd sjtmslgmtjs. Vrmdgmrjdgktg, pgia
j`mjktjdgkta `a mkäcma `j dg`m`j `g cakcgktrjîãa `a trjîj`ar gd rgijîãa ja tgdpa gspjcmji,
cjrjctgrästmcj `g ud trjîj`ar qug sg `mluk`g (`mspgrsj) ja iakna `a gscajdgkta kj `mrgîãa
jxmji. J lmd `g caktarkjr j kãa-m`gjim`j`g g da`giê-ij gdprgnjd-sg, kjs sgî÷gs sgnumktgs `ams
da`gias pjrj a rgjtar VLX.
RMMM. Da`gia `g Gscajdgkta Ijdmkjr Sgnrgnj`a pjrj VLX
A da`gia `g gscajdgkta ijdmkjr sgnrgnj`a tadj par hjsg a pgrlmi pjrjhóimca
cjrjctgrästmca `gstg tmpa `g gscajdgkta, ak`g a lium`a ka cgktra `a tuha pgrdjkgcg par
dgkar tgdpa ka rgjtar. Vjssj j sgr caksm`grj`j j jîãa `as glgmtas `g pjrg`g, qug sg
prapjnjd cada larîjs vmscasjs rgtjr`jk`a js `gdjms cjdj`js `g lium`a.
J lukîãa cadpigtj `g @PX pjrj ud rgjtar VLX cad gscajdgkta ijdmkjr sg `ê par?
Cada, pjrj ud pgrlmi pjrjhóimca, j vgiacm`j`g dêxmdj `g gscajdgkta jxmji í `ujs
vgzgs j vgiacm`j`g dí`mj, a tgdpa däkmda gd qug ud gigdgkta `g lium`a pa`g pgrdjkgcgr
`gktra `a rgjtar í?
-:6%
-7%
6%
7%
:6%
:7%
86%
87%
6 :6 86 36 06 76
G ( t )
Pgdpa (dmk)
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3:
̎
Iana,
{ }
Vjrj `mstrmhumîãa cuduijtmvj, pgij rgijîãa gktrg js lukî÷gs L g G, tgd-sg qug?
{
}
RM\. Da`gia `g k tjkqugs CSPX gd sírmg pjrj VLX
Xgjtargs VLX pa`gd sgr caksm`grj`as cada mklmkmtas CSPX, pams, pgia hjijkîa `g
djssj `g udj gspícmj j pjrj ud rgjtar CSPX, tgd-sg qug?
Jpraxmdjk`a ud gigdgkta `g vaiudg mklmkmtgsmdji `g ud VLX par ud CSPX g sgu
hjijkîa `g djssj, tgd-sg a hjijkîa `g djssj pjrj ud VLX.
Vjrj ud cakoukta `g k rgjtargs CSPX gd sírmg, j cakcgktrjîãa `g sjä`j `g ud
trjîj`ar, C(t), gd lukîãa `a tgdpa `g rgsm`ïkcmj gd ud ÿkmca rgjtar, πm, g `j cakcgktrjîãa
mkmcmji `a `mstÿrhma, CP6?
Vgij `glmkmîãa `j lukîãa `g `mstrmhumîãa `g tgdpas `g rgsm`ïkcmj, G,
∥
@gssj lardj,
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Gstj, qug sgrê cjicuij`j, jpós `gtgrdmkj`a a kÿdgra `g tjkqugs CSPX gd sírmg
gqumvjigktg ja VLX, jtrjvís `g díta`as kudírmcas (Armnmk). Vjrj sg `gtgrdmkjr a kÿdgra `g
tjkqugs CSPX gqumvjigktgs ja VLX, cjicuij-sg j vjrmèkcmj `j `mstrmhumîãa `as tgdpas `g
rgsm`ïkcmj, tji qug?
Pji qug j vjrmèkcmj, S¸, í cjicuij`j `j dgsdj lardj cada pjrj a CSPX, j pjrtmr `a
saltwjrg Armnmk.
Pjhgij 2 – \aiudg g vjzãa dg`m`j, tgdpa gspjcmji cjicuij`a, tgdpa `g rgsm`ïkcmj dí`ma g
vjrmèkcmj cjicuij`as par saltwjrg djtgdêtmca (Armnmk) pjrj a rgjtar VLX.
Xgjtar VLX
π (dmk) 8<,>0 ̇(dmk) 86,:8 =7,::
@gssj lardj,
Cada a cêicuia `j êrgj sah j curvj `j lukîãa g `mstrmhumîãa `g tgdpas `g rgsm`ïkcmj,
par `glmkmîãa, í j ukm`j`g g, a cêicuia `g ljtarmjms só pa`gd sgr lgmtas pjrj kÿdgras mktgmras,
aptau-sg par ud vjiar `g k mktgmra próxmda `a cjicuij`a g j curvj lam kardjimzj`j.
R\.
Cadpjrjîãa gktrg da`gias `g VLX – Da`gia Ijdmkjr Sgnrgnj`a, k tjkqugs CSPX gdsírmg, M`gji g Gxpgrmdgktji
Ka nrêlmca j sgnumr gkcaktrjd-sg js curvjs `js lukî÷gs `g `mstrmhumîãa `as tgdpas `g
rgsm`ïkcmj, G , g cuduijtmvj, L , pjrj as `mvgrsas da`gias joustj`as g pjrj a cjsa m`gji, oukta jas
paktas gxpgrmdgktjms.
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pa`g-sg `mzgr qug a gscajdgkta ijdmkjr sgnrgnj`a í `gktrg js rglgrïkcmjs a qug dgibar
`gscrgvg a gksjma rgjimzj`a ka VXL.
Cada sg pgrcghg kj Lmnurj 8>, a da`gia `g K CSPXfs jprgsgktj udj curvj cad
vjiargs mklgrmargs jas gxpgrmdgktjms, jqum cjhg rgssjitjr qug gssg da`gia sg hjsgmj gd ud
cgrta kÿdgra `g rgjtargs `a tmpa CSPX g qug a joustg hjsgj`a kgssg pjrèdgtra tarkj-sg
dumta sgksävgi, au sgoj, udj du`jkîj ka kÿdgra `g rgjtargs mklgrg smnkmlmcjtmvjdgktg kj
curvj `a da`gia.
Var autra ij`a, j cakcar`èkcmj cad a da`gia `g ijdmkjr só í prgou`mcj`j pgia tgdpa
dí`ma qug hjsgmj j `mspgrsãa – as `j`as gxpgrmdgktjms `g `mstrmhugd gd tarka `g udj dí`mj
djmar `a qug j `a da`gia ijdmkjr – gkqujkta j caklardjîãa `j curvj sg djtíd. A da`gia
ijdmkjr sg tarkj cak`mzgktg kj dg`m`j gd qug j vgiacm`j`g `g gscajdgkta `a lium`a ka
rgjtar lam rgijtmvjdgktg pgqugkj. Kj prêtmcj gxpgrmdgktji bjvmj `mlmcui`j`g gd sg prgcmsjr a
vjiar `j vjzãa vaiudítrmcj `g ênuj ka wjsb-aut `g da`a qug ud vjiar `g vjzãa rgji dgkar
`a qug j mk`mcj`j gxpgrmdgktjidgktg í passävgi.
Kj Lmnurj 82 js cakcius÷gs passävgms sãa js dgsdjs, caktu`a bê mksulmcmïkcmj `g `j`as
cad ud tgdpa gxpgrmdgktji djmar j lmd `g lardj jpjrtg lmkji `j `mspgrsãa gxpgrmdgktji.
Cada gd ud tgdpa djmar j cakcgktrjîãa `g sjä`j `a trjîj`ar, hgd cada j vjrmjîãa `gssj
cakcgktrjîãa, í dgkar, as vjiargs gxpgrmdgktjms `g `mspgrsãa dgkas, g katj-sg udj
cakcgktrjîãa `g paktas dg`m`as pjrj tgdpa gd tarka `g 36 dmkutas.
CAKCIWSÃA
A gstu`a `j `mstrmhumîãa `as tgdpas `g rgsm`ïkcmj gd rgjtargs VLX g CSPX dastrau
rgsuitj`as gxpgrmdgktjms cad `gsvma gd rgijîãa jas da`gias `g rgjtargs m`gmjs paríd
cadpjtävgms cad autrjs lardjs `g da`gijngd qug mkciugd js kãa-m`gjim`j`gs `a smstgdj. A
gxpgrmdgkta sg dastrau ud djkgmrj rêpm`j g glmcmgktg `g gstu`jr a cadpartjdgkta `g ud
lium`a gd ud rgjtar, jmk`j qug sgd rgjîãa, `g da`a j cjrjctgrmzjr a gscajdgkta
`gsgkvaivm`a kj ukm`j`g.
As gxpgrmdgktas cad rgjtargs CSPX jprgsgktjrjd ud tgdpa `g rgsm`ïkcmj dí`ma
mklgrmar ja tgdpa gspjcmji cjicuij`a, a da`gia qug dgibar `gscrgvg as rgsuitj`asgxpgrmdgktjms í jqugig qug igvj gd caksm`grjîãa a vaiudg darta, au zakj `g gstjnkjîãa, g j
lardjîãa `g curta-cmrcumta. Ljta gssg qug gvm`gkcmj j prgsgkîj `gssgs lgkðdgkas ka rgjtar
gxpgrmdgktji, gd `gcarrïkcmj `g ud smstgdj `g jnmtjîãa mksulmcmgktg pjrj njrjktmr j jnmtjîãa
pgrlgmtj g `j praxmdm`j`g gktrg gktrj`j g sjä`j. Va`g-sg cadpjrjr tjdhíd j pasmîãa `j pê
`a jnmtj`ar gd rgijîãa ja rgjtar, sgk`a qug sgu pasmcmakjdgkta próxmda ja luk`a `a vaiudg
rgjcmakji dastrau as rgsuitj`as dgkas jljstj`as `j m`gjim`j`g.
Autra ljta qug dgrgcg sgr `gstjcj`a kgssg pakta í j `mlmcui`j`g gxpgrmdgktji gd sg
`gtgrdmkjr j vjzãa, oê qug gssj par suj daktjngd gxpgrmdgktji pravjvgidgktg armnmkau ud
gscajdgkta kãa-gstjcmakêrma g vjrmau cad a tgdpa. Vrgou`mcj`j lmcau `gssj djkgmrj j vjzãa
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rgji `a rgjtar, hgd cada a cêicuia `a tgdpa gspjcmji a qug oustmlmcj j `mlgrgkîj `gstg pjrj
cad a tgdpa dí`ma `g `mstrmhumîãa.
Vjrj a rgjtar VLX, vgrmlmcau-sg j dgsdj `mlmcui`j`g gd sg `gtgrdmkjrj j vjzãa cad a
ratèdgtra `j daktjngd gxpgrmdgktji, j vjzãa sg dastrau mkstêvgi g `g da`a j jlgtjr
sahrgdjkgmrj as cêicuias pastgrmargs g j cadpjrjîãa gktrg as tgdpa cjrjctgrästmcas `a
gstu`a. @g qujiqugr lardj, `gsvmas `j m`gjim`j`g larjd m`gktmlmcj`as g rgsuitjrjd gd ud
smnkmlmcjtmva `gsvma `a pj`rãa m`gji, kgssg caktgxta, a da`gia `g gscajdgkta ijdmkjr
sgnrgnj`a í a qug dgibar `gscrgvg a gksjma rgjimzj`a, pams, ja igvjr gd caksm`grjîãa as
glgmtas `g pjrg`g g j prapjnjîãa `js larîjs vmscasjs ka pgrlmi `g vgiacm`j`gs jpraxmdj j
cjrjctgrmzjîãa `a smstgdj æ rgjim`j`g.
XGLGXÏKCMJS
:. Lanigr, B. Scatt5 ’Gigdgktas `g gkngkbjrmj `js rgjî÷gs quädmcjs—5 0ª G`mîãa5 G`. IPC,
866=.
8. Jspgk Vius jk` Jspgk Vrapgrtmgs Vius\>.:5 Jspgk Pgcbkaiany, Mkc© (:==2 – 8662)5
JspgkPgcb.
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jcgssj`a gd :< `g sgtgdhra `g 86::
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