ANALISIS STATISTIKA PADA PENGUJIAN KUALITAS AIR
BOILER
WATER TREATMENT PLANT
(WTP) PABRIK
HOT STRIP MILL
(HSM)
AGUS SOPIAN
DEPARTEMEN STATISTIKA
FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM
INSTITUT PERTANIAN BOGOR
T
i
the
rge
t
tee
pro
uci
g co
pa
y i
o
e
ia.
the
tee
aki
g proce
,
a
y raw
ateria
are re
uire
, o
e o
the
i
water (H2
. The water u
e
i
the
tee
-
aki
g proce
co
i
t
o
a variety o
u
ctio
,
or exa
p
i
a boi
r water that co
i
t
o
the
ai
co
pou
, that i
ho
phate
(
4
2-
),
i
a (
i
2), a
Hy
razi
e (
2H4). The pre
e
ce o
the
e co
pou
have a very i
porta
t
ro
i
boi
r water,
or exa
p
a
a
eterre
t to corro
io
i
boi
r water pipe,
o that
ee
to be
o
e
to co
tro
the che
ica
co
te
t o
that co
pou
. Hot
trip Mi
(H
M)
actory i
o
e o
the p
t
i
T
that pro
uce
tee
heet
or
. Water Treat
e
t
t (WT
) H
M i
p
ce i
the
actory H
M
that u
e
i
the water treat
e
t proce
o
tee
aki
g i
that
actory.
Thi
tu
y ai
to
ok at the
ua
y o
the boi
r water that u
e
by the WT
H
M ba
e
co
te
t 3
ai
co
pou
. The
ata u
e
are pri
ary
ata that i
ai
y
a
p
g
ro
Ja
uary 2011 to
ve
ber
2011 with a tota
o
169 ob
ervatio
. T
2
Hote
g co
tro
chart
how
that there are
o
e ob
ervatio
that are out
i
e the
it
. MCp
i
ex 0.02
how that variatio
i
proce
50 ti
e
greater tha
the
a
u
acturer'
peci
icatio
, that
ea
i
g the proce
o
ea
uri
g the co
te
t o
che
ica
co
pou
i
a
t o
re
u
that
o
ot co
p
y with the
peci
icatio
.
e
o
d
!T
2
RINGKASAN
AGUS SOPIAN
"An
#l
$ %$s S
& #& $%& $'#P
#d
#P
(n
) *j
$#n
+ *#l
$&#s A
$ ,Boiler Water Treatment Plant
- ./P
0P
#1, $'Hot Strip Mill
- 2340" 5$1$m
1$n
) 6l
(7 5,"I
, 8 9:IANI
; 4"S
$d
#n I
59US
BA
4BANG I
9 <AN
/O
;S
/"P
/ = <>m
( , *?# '#n
?(, *s
#7##n
?(n
)7#s
$@ 1#j
# & (,1(s
#,d
$Ind
6n
(s
$ #" 5#l
#m
?,6s
(s
?(m
1*#& #n
1#j
#; 1#n
A#' 1#7#n
1# '* A#n
)d
$?(,l
*'#n
;
s
#
l
#7s
#& *n
A##d
#l
#7 #$ , - 2B
O
0"
A
$, A#n
)d
$)*n
# '#n d
#l
#m
?,6s
(s
?(m
1* #&#n
1#j
#&(,d
$,$d
#, $1(,1# )# $m
# C#m f
*n
)s
$;s
#l
#7s
#&*n
A ##d
#l
#7 #$ ,boiler
A#n
)& (,d
$ ,$d
#, $ '#nd
*n
)#n s
(n
A#D#*& #m
#n
A#A#$ & * : 6sf
# & -PO
E B F
0 ;
S
$@$'#-S
$ G B0;
d
#n
2Ad
, #H$I( -N
B 2
E
0" +(1(, #
d
##n s
(n
A# D#Js
(n
A# D# $n
$m
(m
?*n
A# $ ?(,#n
#n
A#n
)s
#n
)# & ?(n
& $I)d
#l
#m
# $,boiler
s
#l
#7s
#&*n
A# #d
#l
#7s
(1#)#$ ?(n
C()#7 & (,j
#d
$IA# '6,6s
$ ?#d
# ?$?# #$ ,boiler
s
(7$n
))# ?(,l
*d
$@#'*'#n
?,6s
(s
?(n
)6n
& ,6l
#n
& (,7#d
#? K '#nd
*n
)#n s
(n
A# D# '$m
$# &( ,s
(1*& "P
#1, $ 'Hot Strip Mill
- 2340#d
#l
#7s
#l
#7s
# & *?#1,$'A#n
)1(, #d
#d
$P
/= <>A#n
)m
(m
?,6d
* 's
$ 1#j
# 1(, *?#l
(m
1#, #n
"Water Treatment Plant
-./P
0 234 #d
#l
#7 & (m
?# & ?(n
)6l
#7#n
#$ , A#n
)d
$)*n
# '#n d
#l
#m
?,6s
(s
?(m
1*# &#n
1#j
#A#n
)1(,#d
#d
$?#1,$'23 4"P
(n
(l
$ &$ #n
$I$ 1(, &*j
*#n
*n
&* 'm
(l
$7#& '* #l
$ & #s
#$ ,boiler
A#n
)d
$)*n
#'#n
6l
(7 ./P
234 1(,d
#s
#,'#n
'#nd
*n
)#n
Ks
(n
A#D# *& #m
#n
A#" 5# &# A#n
)d
$ )*n
# '#n
#d
#l
#7d
#& # ?, $L( , A#n
)m
(, *?#'#n
?(n
)#m
1$@#n
C6n
&6 7 7#, $ #n d
#, $ 1*l
#n
M#n
*# ,$ N O P P 7$I) )#N
6 Q(m
1( , N O P Pd
(n
)#n
j
*ml
#7s
(1#n
A#' PR S ?(n
)#m
#& #n
"B
# )#n
'(nd
#l
$ /B
26& (
ll
$I)m
(n
*nj
*'#n
1#7D#m
#s
$7 #d
# 1(1(, #?# ?(n
)#m
#& #n
A#n
) 1(, #d
#d
$l
*#, 1# &#s
"Ind
( 's
4T?m s
(1(s
#, O"O N A#n
)d
$7#s
$@'#n
m
(n
*nj
* '#n
1#7D# Q# ,$ #s
$ ?,6s
(s
UO '#l
$l
(1$7 1(s
#,d
# ,$?#d
#s
?(s
$ V$'#s
$ ?(, *s
#7##n
; #, &$IA# ?,6s
(s
?(n
)* '* , #n
'#nd
*n
)#n s
(n
A# D#Js
(n
A# D#'$m
$# & (,s
(1* & 1#n
A# 'm
(m
1( ,$'#n
7#s
$@ A#n
) & $W#'s
(s
*# $d
(n
)#n s
?(s
$f
$'#s
$ "+#& #'*
n
C$: B
#)#n
'(nd
#l
$/ B©
XYZ[\ ]^Ym
\l
\ZIPB
_^Y `abcdecXYZ[\]^Y
d
\l
\nd
abf\Und
Yn
fgabhYn
fDilarang mengutip sebagian atau seluruh karya tulis ini tanpa mencantumkan
atau menyebutkan sumbernya.Pengutipan hanya untuk kepentingan pendidikan,
penelitian, penulisan karya ilmiah, penyusunan laporan, penulisan kritik, atau
tinjauan suatu masalah; dan pengutipan tersebut tidak merugikan kepentingan
yang wajar bagi IPB.
ANALISIS STATISTIKA PADA PENGUJIAN KUALITAS AIR
BOILER
WATER TREATMENT PLANT
(WTP) PABRIK
HOT STRIP MILL
(HSM)
AGUS SOPIAN
S
ijk lmkS
nopqpks
pl
prmps tmupjpstvs tiwnm
ln jxyn rqnl
pjS
p jj
pn
pS
s ps ks
skiplpd
pzn lp js n
m
nn S
s psks
s k ipDEPARTEMEN STATISTIKA
FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM
INSTITUT PERTANIAN BOGOR
{|}|~
S
:
Analisis Statistika Pa
a P
ngujian Kualitas Air
Boiler
Water Treatment Plant
(WTP) Pabrik
Hot Strip Mill
(HSM)
N
m
: A
| n
N
P
: G
n
||P
m
m
n
I
P
m
m
n
II
I
f
n
NIP
Id
| m
n
I
n
S
n
||
m
n S
s
¡ |~
s
m
d
n Ilm
|¢n
|n Al
m
Ins
|P
n
n B
I
£¤j
n
NIP
PRAKATA
P
¦j
§s
¨ ¦© ¦ª« ¬n
¦l
§ ¦®¯ «© ¯n
©¬ «¯d
¯All
¯°S
± ²¨¯n
³s
¬n
¯n
´§ ¯s
¯m
¬m
µ¬ª§©¯n
ª¯°m
¯´ ¶´ ¯ ¦f
§© ¶d
¯n
° § ·¯¨¯ °¸N
¨¯ ©¬«¯d
¯ « ¬n
¦l
§s
¬°§n
³³¯s
© ª§ «s
§ ¨¯n
³ µ ¬ ªj
¦d
¦l “An
¯l
§s
§ S
´¯ ´§s
´ §©¯P
¯d
¯P
¬n
³¦j
§¯n
¹¦¯l
§ ´¯s A
§ªBoiler Water Treatment Plant
º ±²P
»P
¯ µ ª§ ©Hot Strip Mill
º ¼½¾ »” d
¯ «¯´ ´ ¬ ªs
¬l
¬s
¯§©¯n
¿P
¬n
¦l
§¯n s
© ª§«s
§ §n
§d
§ ¦s
¦n s
¬ µ¯ ³¯§s
¯l
¯°s
¯ ´¦s
¨¯ ª¯´ ¦n
´¦©m
¬m
« ¬ ªÀl
¬° ³¬l
¯ ªS
¯ ªj
¯n
¯S
´ ¯´ § ´ § ©¯ «¯d
¯ Á¬ «¯ª´ ¬m
¬n S
´¯ ´§s
´ §©¯¶s
¬l
¯© ¦m
¯°¯s
§s
¯ Á¬ «¯ª´ ¬m
¬n S
´ ¯´§ ´§ ©¯ ï© ¦l
´ ¯s
¾¯´¬m
¯ ´§©¯d
¯n Ilm
¦P
¬n
³¬´ ¯ ° ¦¯n Al
¯m Ins
´ § ´¦´P
¬ ª´ ¯n
§¯n B
À ³ À ª¿P
ª Às
¬s
«¬n
¦l
§ ¯n s
© ª§«s
§ §n
§ ´ § ·¯ © ´¬ªl
¬ «¯s d
¯ ª§ µ ¯n
´¦¯n
µ ¬ ª µ¯ ³¯§ « §°¯ ©¶ ¦n
´ ¦© §´¦ «¬n
¦l
§ m
¬n
³ ¦®¯ «© ¯n
´ ¬ ª§m
¯© ¯s
§°©¬ « ¯d
¯:
Ä ¿
I
µ ¦ Áª¿I
ª Å ªf
§ ¯n
§ ¶ ¾¿S
§s
¬ µ ¯³¯§ © ¬´ ¦¯ © Àm
§§ «¬m
µ §m
µ § Ƴ¨¯
n
³ ´ ¬l
¯ °m
¬m
µ¬ ª§©¯n
µ§m
µ § Æ ³¯n
¶m
¯s
¦©¯n
¶d
¯n s
¯ ª¯n
¨¯n
³µ¬ªm
¯nf
¯¯´µ¯³§« ¬n
¦l
§s
¿Ç ¿
B
¯ «¯ ©Id
ª¦s B
¯m
µ¯n
³I
ª¨¯n
´ À ¶S
²d
¯ª§P
²ÈÉʲ µ©s
¬ µ ¯ ³¯§¯n
³ ³À´ ¯© Àm
§s
§«¬m
µ§m
µ §Æ ³ ¯´ ¯s m
¯s
¦ ©¯n
¶s
¯ ª¯n
¶d
¯n
©¬s
¬m
« ¯ ´ ¯n
¨¯n
³d
§ µ ¬ ª§©¯n
©¬ « ¯d
¯«¬n
¦l
§s
¿Ë¿ Á§ ª¬©
s
§P
²ÈÉʲ µ ©¯´ ¯s
§Ì§Æd
¯n
©¬«¬ ª®¯¨¯ ¯n
¨¯n
³´¬l
¯ °d
§µ¬ ª§© ¯n
¿Í¿ ¹¬
d
¦¯À ª¯n
³´¦¯ºB
¯ « ¯©S
¯§m
§Æd
¯n I
µ ¦¾ §Æ§ »¶¯d
§ ©–
¯d
§ ©ºÃ¬ ª¨d
¯n
Á¬ µ¨»¶d
¯n s
¬l
¦ª¦° ©¬l
¦¯ ª³¯´¬ ª®§Æ´ ¯¯´ ¯s d
À¯¶®§Æ´¯d
¯n d
¦© ¦n
³¯nn
¨¯s
¬l
¯m
¯§n
§¿Î ¿ ϧ
n
¯A
³ ¦s
´ § Ư´ ¯s s
¬m
¯n
³¯´ ¶d
À¯d
¯n
©¯s
§°s
¯¨¯n
³n
¨¯¿Ð ¿
S
¯° ¯ µ¯´ «¬n
¦l
§s
ì ªd
§ ¯n B
¯n
³©§´± § Ñ ¯ ¨¯µ¬s
¬ª´ ¯©¬l
¦¯ ª³¯ºB
¯ «¯©² À§ ª§Æd
¯n I
µ ¦Ò Àl
¬°¯» ¯´ ¯s d
À¯d
¯n d
¦© ¦n
³¯nn
¨¯¿Ó¿
S
¬l
¦ª¦°d
Às
¬n s
´¯ ´§´ § ©¯¯´ ¯s
§Ôm
¦¨¯n
³´¬l
¯°d
§ µ¬ª§ ©¯n
¶s
¬ ª´¯« ¬n
³ ¦ª ¦s
²U
© ° ¦s
¦sn
¨¯I
µ ¦ ¾¯ ª© Àn
¯°d
¯n I
µ ¦² ª§¨¯n
³´ ¬l
¯°d
¬n
³¯n s
¯ µ¯ ªm
¬m
µ¬ ª§©¯n
«¬l
¯ ¨¯n
¯n
´ ¬ ª µ¯§ ©¿8
¿ ² ¬m
¯n
¸´ ¬m
¯n s
¯´¦µ§m
µ§ Æ ³¯n B
¬´° ¯d
¯n
Á¬n
§s
¬ ª´ ¯I
µ ¦P
§ «§°¯´ ¯s
µ¯n
´¦¯n
¶d
À ªÀn
³¯n d
¯n
©¬ ªj
¯s
¯m
¯n
¨¯¿Õ ¿ ² ¬
m
¯n
¸´ ¬m
¯n s
¬«¬ ªj
¦¯n
³¯n Ij
¯l
¶I
µ¯ ¨¶I
¯n
¶And
̯ ª¶And
ª¯¶±§n
¦¶ ¼¯d
§¶Aj
§¶Ã¬ ¨¶B
¦d
§d
¯n s
¬l
¦ª¦° ©¬l
¦¯ ª ³¯S
´¯ ´§´§ © ¯ ÍÎs
¬ ª´ ¯s
¬m
¦¯«§° ¯ © ¨¯n
³ ´ ¬l
¯°m
¬m
µ¯n
´¦« ¬n
¦l
§µ ¯§©s
¬ ®¯ ª¯m
À ª§Ôm
¯¦« ¦n m
¯ ´¬ ª§Ô« ¯d
¯« ¬n
¦l
§ ¯n s
© ª§ «s
§§n
§ ¿P
¬n
¦l
§m
¬n
¨¯d
¯ ª§µ¯° ¯m
¯s
§ °µ¯n
¨¯ ©©¬© ¦ª¯n
³¯n
« ¯d
¯s
© ª§ «s
§§Æ§¿Ol
¬°©¯ ª¬n
¯§ ´¦¶«¬n
¦l
§ m
¬n
³ °¯ ª¯ «©¯n m
¯s
¦©¯n s
¯ª¯n d
¯n
© ª§ ´§© ¦n
´¦©m
¬n
¨¬m
«¦ªn
¯ ©¯n
´¦l
§s
¯n
§n
§ ¿S
¬m
À³¯ ´ ¦l
§¯n
§Æ§d
¯ « ¯´m
¬m
µ¬ª§ ©¯n
§nf
À ªm
¯s
§d
¯n
µ¬ ªm
¯nf
¯¯´©¬ « ¯d
¯«¬m
µ¯®¯ ¿Am
§Æ¿B
À ³À ª¶S
¬ «´ ¬m
µ¬ ªÇ Ö Ä ÇRIWAYAT HIDUP
P
×n
Øl
Ù Úd
ÙÛ ÜÝÙ Þ ß Ün d
ÙB
à á à Þ â Üd
Üã Ün
á á Ül
ä8 A
â ÞÙ Ûå æ æ çs
×è Üá ÜÙ Ün
Ü ßâ ×ÞãÜm
Üd
ÜÞ Ùã Ùá Ü è ×Þs
ÜØd
ÜÞ Üd
ÜÞÙâ Üs
Ün
á Ün B
ÜâÜßS
ÜÙm
Ùn d
Ün I
èØé Ù ê Ù ëì×
nj
Ü
n
á â ×nd
ÙíÙ ß Ü
n
îÜn
á ã ×
l
ÜÝd
Ù ÛÜl
Ø Ùâ ×n
Øl
Ù Ú è × Þm
Øl
Üd
Ü ÞÙS
ïN
× á ×Þ Ù
B
àj
àn
á çð ñS
é
P
N
×á × ÞÙ òB
àá à Þñd
Ün S
éA N
×á ×Þ Ù óB
à á à Þ ë ô×m
Ød
Ù Ün
ñ â×n
Øl
Ùs m
×l
Ünj
Øãß Ün
â ×nd
ÙíÙßÜnn
îÜ ß × â ×ÞáØ ÞØ Ün
ã Ùn
á á Ùm
×l
Ül
Ø Ùj
Ül
Ø ÞUnd
Ün
á Ün S
×l
×ßs
ÙéÜs
ØßIPB
õUS
éI
öd
ÙIns
ã ÙãØ ãP
× ÞãÜn
Ù Ün B
àá à Þ õIPB
öd
×n
á Ün m
×m
ÙÛ Ù ÝéÜîà ÞS
ãÜãÙÚ ã Ùß Üd
Ùï×â ÜÞã ×m
×n S
ã Üã Ù ÚãÙ ß Üñ÷ Üß Øl
ãÜs
éÜã×m
ÜãÙß Üd
Ün Ilm
ØP
×n
á ×ãÜÝØ Ün Al
Üm
â Üd
ÜãÜÝØn
ä ç ç8
ëS
×l
Üm
Üm
×nj
Ül
Ün
Ùm
Üs
Üâ×nd
Ùd
Ùß Ünn
îÜd
ÙIns
ã Ù ã ØãP
×Þã Ün
ÙÜn B
àá à ÞõIPB
öñP
×n
Øl
Ù Ús
×m
â Üãm
×nj
Üd
Ù Üs
Ùs
ã×n d
às
×n m
ÜãÜ ßØl
ÙÜ Ý é ×ã àd
×S
ãÜã Ùs
ã Ù ß Ü Øn
ã Øß âÞà á ÞÜm
× ßs
ã×ns
Ùï×âÜÞã×
m
×n Ilm
Ø ôàm
â Ø ã ×Þ â Üd
Üã Ü ÝØn
Üj
ÜÞ Ün
ä ç å åøä çå ä ëP
×n
Øl
ÙÚ ÜßãÙùd
Ül
Üm
úÙm
â Øn
Ün P
Þ àf
×s
ÙG
Ümm
ÜS
Ùám
ÜB
×ãÜs
×è Üá ÜÙs
ãÜf
â Üd
Üd
ÙûÙs
ÙHuman Resources and Development
õ úüïöâ ×Þ Ùàd
×ß ×â ×n
áØ Þ Øs
Ün
ä ç å çøä çå å ëS
×l
ÜÙêÙãØâ ×Þn
Ü ÝÜß ã Ùf s
× è Üá ÜÙâ ×n
á Ø Þ Øs d
Ùôàâ × ÞÜs
ÙéÜÝÜs
Ù ÚýÜs
×è Üá ÜÙô×âÜl
ÜïÙûÙs
ÙDAFTAR ISI
Halaman
DAFTAR TABEL
...
ix
DAFTAR GAMBAR
...
ix
DAFTAR LAMPIRAN
...
ix
PENDAHULUAN
...
1
B
l
n
j
n
TINJAUAN PUSTAKA
...
1
Water Treatment Plant
P
A
Boiler
sf
S
d
n
Hydrazine
P
n
n
As
ms
n
m
l
n G
nd
B
n
nd
l
...
B
n
nd
l
ll
An
l
s
m
m
n P
s
s P
G
nd
Ind
s
m
m
n P
s
s P
G
nd
METODOLOGI ...4
B
n
d
HASIL
DAN PEMBAHASAN...
!
s
l
s
" #Uj
n
m
l
n G
nd
#B
n
nd
l
ll
...
#An
l
s
m
m
n P
s
s P
G
nd
...
$KESIMPULAN DAN SARAN ...
%s
m
l
n
&S
n
&DAFTAR TABEL
Halaman
)
S
*s
+s
,-, ./s
,0/ 1/. 2 +1,s
2,.3424 555555555 55555555555 5555555555555 5555555555555 55555555555 555555555555 555555555555 555555555555556DAFTAR GAMBAR
Halaman
)
S
,72 +m
/,1boiler
5555555 5555555555 55555555555 55555555 5555555555 5555555555 555555555555555555 55555555555 5555555555 55555555 5555555555 5555 8 89:
n
2 : ;G
/m
< /1P
+1< /nd
,= >/n
?l
,*s
555555 5555555555 5555555555 55555555 5555555555 55555555555 555555555555555555 5555555555 555 @ APl
: 2B/1 /.3 /;/l
/n
: < ,755555 5555555555 55555555555 55555555 5555555555 5555555555 555555555555555555 55555555555 5555555555 55555555 55555 C @Pl
: 20 +n
:1m
/l
/n G
/nd
/555 5555555555 55555555555 555555555555555555 5555555555 5555555555 55555555 55555555555 5555555555 55555555 555555 C CB
/>/n
0 +nd
/l
,DE
F :2+
ll
,= >5 5555555555 55555555555 555555555555555555 5555555555 55555555555 55555555 5555555555 5555555555 55555555 5556 6B
/>/n
0 +nd
/l
,DE
F :2+
ll
,= >d
+n
>/n s
+m
4/. /1/ .2 +1 ,s
2, .m
42 42+1. +nd
/l
,555 5555555555 5555555555 555555 6 GPl
: 2s
+n
H/I/f
:sf
/2d
/n
hydrazine
d
+n
>/n
< /2 /s s
* +s
,f
, ./s
,m
/s
,n
>Jm
/s
,n
> 55555 5555555555 5555555555 68 Pl
: 2s
+n
H/I/s
,K,./d
+n
>/n
< /2 /s s
* +s
,f
,./s
,n
H/5555555555 5555555555 5555555555 555555555 5555555555 5555555555 55555555 5 GDAFTAR LAMPIRAN
Halaman
)L,/ >1 /
m Al
,13+2:d
+P
+n
+l
, 2 ,/n
55555555 5555555555 5555555555 55555555 5555555555 55555555555 55555555 5555555555 5555555555 555555 ) M 8N
,K / ,B/1 /.3 /; /
l
/n
:< ,73/s
,= >J3 /s
,n
>P
+n
>/m
/2 /n
5555555555 5555555555 55555555555 55555555 5555555555 55555555 ) ) AB
/>/n
0 +nd
/l
,DE
F :2+
ll
,= > 555555555 55555555555 5555555555 55555555 5555555555 5555555555 555555555 5555555555 5555555555 5555555555 )A @P
1: >1/m
3 /2 K/ <4n
24 .m
+m
< 4/2< / >/n
. +nd
/l
,DE
PENDAHULUAN
Latar B
Olakang
P
Pn
QR SRs
Rn d
Rl
Rm
T U Vd
WXs
Ym
PUWT RXRn
s
P Z WR [ Pl
Pm
Pn
T Pn
\Yn
Q ]Rn
Q Z PU \ Wj
WRn
Wn
\W Xm
Pnj
R QRXWRl
Y\Rs
T UVd
WX\P \RT\PUj
R QRd
Pn
QRn
Z RYX^P
P Us
RY_QRn
T UVd
W X–
T U Vd
WXd
Y T Rs
R URn
s
Rn
QR \d
Y\Pn
\ W XRn
Vl
P[ XWRl
Y\Rs
T U Vd
WX Y_Y `s
P[Yn
QQRs
WR \W T P U Ws
R[RRn d
Y \ Wn
\W\ Wn
\W Xm
Pm
Y aYXYXPm
Rm
TWRn d
Rl
Rm m
Pnj
R QRZ R[XRn
m
Pn
Y_Q XR \XRn
XWRl
Y \Rs
T U Vd
WXn
]RP
UVd
WX ]Rn
Qd
Y [Rs
Y aXRn
[R UWs
s
Ps
WRYd
Pn
QRn
s
T Ps
YbYXRs
Y ]Rn
Qd
Y \P \RT XRn
Z RYX Vl
P [ T PUWs
R [RRn m
RWT Wn
Vl
P[ T Y[R Xl
WRUs
PT PU \Y XVns
Wm
Pn
R \R Wl
Pm
Z RQR]Rn
QZ PUSPn
Rn
Q^P
c defm
PUWT RXRn s
PZ WR[ T PUWs
R [RRn
T Pn
Q [Rs
Ya Z Rj
R \PU Z Ps
RUd
YInd
Vn
Ps
Y R^P
P U Ws
R [RRn
Y_Ym
Pn
QVl
R[ ZYgY [ Z Ps
Yd
Rl
Rm
Z Pn
\W Xs
P \Pn
QR [j
Rd
Ym
RWTWn
Z R[Rn j
Rd
Y Wn
\W X XPm
Wd
YRn
d
Y T Rs
RU XRn
XP T Rd
R XVns
Wm
Pn
^P
UVd
W X–
T UVd
W X ]Rn
Qd
Y[Rs
YaXRn
Z PUWT R Z Rj
R XRSR\` Z Y aa P \ ZRj
R ` T Pl
R \ Z Rj
R T Rn
Rs
`d
Rn
T Pl
R \ Z Rj
Rd
Y_QYn
^P
U Vs
Ps
T Pm
ZWR \Rn
Z Rj
Rm
Pm
PUl
W XRn
Z Rn
]RX Z R [Rn
Z R X W`s
Rl
R[s
R \Wn
]RRd
Rl
R[RYUhij
O
k ^A
Y U ]Rn
Qd
Y Q Wn
R XRn d
Rl
Rm
T U Vs
Ps
T Pm
ZWR \Rn
Z Rj
R \P Ud
YU Yd
RUYZPU Z R QRYm
RlRm
`s
Rl
R [s
R \ Wn
]R Rd
Rl
R [ RYUboiler
^A
YU \P U
s
PZ W\ \PUd
YU Yd
RU Y m XRnd
Wn
QRn s
Pn
]R SR W\Rm
Rn
]R ]RY\W nVsf
R \ hPO
o jp
k`
S
Y aYXR hS
Yq jk`
d
Rn
Hydrazine
hN
ji o
k^ rP Z PU R
d
RRn s
Pn
]R SRss
Pn
]RSR Y_Ym
P
m
TWn
]R YT PU Rn
Rn
]Rn
Qs
Rn
QR \ T Pn
\Y_Qd
Rl
Rm
RYUboiler
s
Rl
R[s
R\ Wn
]RRd
Rl
R[s
P Z R QR YT Pn
lPQR [\PUj
Rd
Y_]RX VUVs
YT Rd
RT YTR RY Uboiler.
P
UVs
Ps
T Pn
Q Vn
\U Vl
Rn
\PU[Rd
R T m XRnd
Wn
QRn s
Pn
]R SR XYm
YR \P Us
PZ W\ T PUl
Wd
Y aRXW XRn
RQRUf
Wn
Qs
Ysf
Wn
Qs
Yn
]Rd
Rl
Rm
RY Uboiler
\P\R T\PUj
R QR^P
RZ U Y XHot Strip Mill
hi t u k Rd
Rl
R [s
Rl
R [s
R\ W T RZ U Y X ]Rn
Q Z PU Rd
Rd
YP
c def ]Rn
Qm
Pm
T UVd
WXs
Y Z Rj
R Z PU WT Rl
Pm
Z RURn
^Water Treatment Plant
hvcP
k i t u Rd
Rl
R [ \Pm
T R \T Pn
Q Vl
R [Rn
RYU]Rn
Qd
Y QWn
RXRn d
Rl
Rm
T UVs
Ps
T Pm
ZWR\Rn
Z Rj
R]Rn
QZ PU Rd
Rd
YT RZ UYX i tu.
rWRl
Y \Rs
RYUZ V Ya PUd
RT R \d
Ya Y[R \d
Pn
QRn
m
Pn
Q QWn
RXRn
Z R QRn
XPnd
Rl
Yc jiV \P
ll
Y_Qd
Rn
Rn
Rl
Y w Y wXPm
Rm
T WRn
T UVs
Ps
T P WZ R [QRnd
R^Tujuan
P
Pn
Pl
Y\Y Rn
Yn
Yd
Ya R X W XRn d
Pn
QRn
\Wj
WRn
Wn
\W Xm
Pl
Y[R \ X WRl
Y\Rs
RYUboiler
]Rn
Qd
YQWn
R XRn
Vl
P[ vcP
i tuZ PU
d
Rs
RUXRn
XRnd
Wn
QRn s
Pn
]R SR nVsf
R\ hPO
o jp
k`
S
Y aYXR hS
Yqj
k`
d
Rn
Hydrazine
hN
ji o
k
d
Rl
Rm
RYU \PUs
PZ W\d
Pn
QRn m
Pn
Q Q Wn
RXRn
Z R QRn
XPnd
Rl
Y cj
iV \P
ll
Y_Qd
R
n
Rn
Rl
Ys
YwXPm
Rm
TWRn
T U Vs
Ps
T P WZ R [QRnd
R^TINJAUAN PUSTAKA
Water Treatment Plant
(WTP)
Water Treatment Plant
hvcP
k Rd
Rl
R [s
P Z WR [s
Ys
\Pm
]Rn
Qd
YbWn
Qs
YXRn
Wn
\W Xm
Pn
QVl
R[ RYUd
RU YX WRl
Y\Rs
RY UZ R X Whinfluent
k ]Rn
Q XWU Rn
Q Z RQWs
RQRUm
Pnd
R T R \XRn
XWRl
Y\Rs
RY U T Pn
QVl
R[Rn
heffluent
ks
\Rnd
RU ]Rn
Q \Pl
R[d
Y\Pn
\ W XRn
^ v cP m
PUWT R XRn
Z R QYRn
T Pn
\Yn
Qd
RU Y Z PUj
Rl
Rnn
]Rs
WR\ WT RZ U YX R \R W Ynd
Ws
\U Y hP
WUn
Rm
Rd
Rn S
P\Y Rd
YXRUWn
Y R x yNyk ^vc
P m
Pm
TWn
]RY Z P Z PU RT R T R URm
P \PU`d
Y Rn
\RU Rn
]RT RU Rm
P \P Uf
Ys
YX`T RURm
P\PUXYm
Y R `d
Rn
T RU Rm
P \PU Z Y Vl
V QY^P
RU Rm
P \PUf
Y wYX R Y U Z Y Rs
Rn
]Rd
Yl
Y[R \d
R UY Wns
WU ]Rn
Q Z PU[WZWn
QRn d
Pn
QRn
Ynd
URm
Rn
Ws
Y Rs
PT PU\Y T Pn
Ql
Y[R\Rn
`s
Pn
\W[Rn
` U Rs
Rd
Rn
T Pn
lYWm
Rn
` ]Rn
Qm
Pl
YTW\Yturbidity
hXPX PUW[Rn
k` SRUn
R ` Z R W ` URs
Rd
Rn s
W [ W^
P
RU R
m
P \PU XYm
Y R Z Y wRd
Y aY[R \d
RU Y XRnd
Wn
QRn s
Pn
]RSRs
PT PU\Y nP ` un
` zR ` uQ `N
R`SO
o ` z
O
{
d
R
l
Rm
RYU^A
YU ]Rn
Qm
Pm
Yl
YXY XRnd
Wn
QRn s
Pn
]RSR XYm
Y R \PUs
PZ W \ Z PUl
PZ Y [Rn
h\Y|R Xm
Rs
W Xs
\Rnd
R Uk`m
R XR T Pn
QVl
R [Rn d
RT R \d
YaR XW XRn d
Pn
QRn
s
Y w \Pm f
Y a\U Rs
Yd
Pn
QRn m
Pn
Q QWn
RXRn m
Pd
YR \PU \Pn
\Wm
Y wRln
]Rs
Ys
\Pm
Reverse Osmosis
R \R WDemineralier
d
Rn
Softener.
P
RU Rm
P\PU Z YVl
V QYd
Y aY[R \ Z PUd
Rs
RUXRn
Rd
Rn
]Rm
YXU V VU QRn
Y wm
P ]Rn
Q Rd
Rd
Yd
Rl
Rm
R YU^P
Pn
QVl
R[Rn
d
RT R \d
Y aRX WXRn
d
Pn
QRn
m
Pn
Q QWn
RXRn d
Ps
Ynf
PX \Rn
R\R W Rl
R \ ]Rn
Q Z Y Rs
Rd
Y Q Wn
R XRn
`m
Ys
Rln
]R Y_j
P Xs
YChlor
`S
Ys
\Pm U
}d
Rn S
Ys
\Pm
Ozone
hO
{k ^
nW
n
Qs
Y vcP d
Rl
Rm
T Pn
Q Vl
R [Rn
RYU Z V Ya PU Rd
Rl
R [m
Pn
QVl
R[ RY U R QRUm
Pn
lR T RYs
WR \Ws
\Rnd
RUX WRl
Y \Rs
]Rn
Qs
Wd
R [d
Y \Pn
\W XRn
s
P Z R QR Y RY Uboiler
~ zRU Rn
]R Rd
Rl
R[d
Pn
QRn
m
Pm
ZWRn
Q R \RWm
Pm
Yn
Ym
Rl
Y wRs
Ys
Pm
WR XVn
\Rm
Yn
Rs
Yh R \T Rd
R \d
Rn
QRs
\PUl
R U W\k]Rn
Qd
RT R \m
Pn
Ym
Z Wl
XRn
XVUVs
Y ` P U Vs
Yd
Rn
XPU R X T Rd
RZ VY aP Um
RWT Wn
\ WU Z Yn
^rVm
TVn
Pn
W \Rm
Rd
RU YvcP
\PUd
Y UYd
RU YS
RU Y_QRn
nY a\PUhXRU Z Vn
R X \Yf
gravel filter
k`Degassifier
`Cation
`d
Rn
Anion
^Air
Boiler
Boiler
Rd
Rl
R [s
WR \W SRd
R [ ]Rn
Q Z PUf
Wn
Qs
Ys
PZ RQRY T Pm
Rn
Rs
R YU` T Rn
Rs
T Pm
Z RXRU Rn d
Y Rl
Y UXRn
XPR YUs
Rm
T RY\PU Z Pn
\ WX RY UT Rn
Rs
R \RWsteam
^A
Y Uboiler
d
YvcP
i tum
Pm
T UVd
W Xs
Y WRTj
Pn
W [d
Pn
QRn
XRT Rs
Y\Rs
design
N mucj
Rm d
Pn
QRn
\PXRn
Rn
design
Ny Z RU^U
R Tj
Pn
W [d
Y Q Wn
RXRn
Wn
\WXm
Pm
Rn
Rs
XRn
oil lubrication
d
Ys
Yw \Pm
Mill
`m
Pm
Rn
Rs
XRn
Z R [Rn
Z R XRU Wn
\W Xfurnace
d
Rn
atomizing
Z R [Rn
A
n d
l
boiler
n
d
m nj d
steam
d
s
m
n
s m
m
n d l
n
m
nd ns
steam
n
m n
m
n
n
m
l d
s s d n
n
d
d l
makeup
n
s d
d l
n
s d m
n
n d
l
n
d n l n
s s S
s
m
s d
d
nj
n
d G m
G m
S
m
boiler
A
n
m
n
boiler
s m m n
s
nd n
n
l
m
n
s
l
s d
m
n
s
s n
m
n
s
n n
d
n n
s n l
boiler
s ll
d n
l
Blowdown
d l
m
n
n s
n
d
l m
boiler
n
l
n
ns n
s
d n m n
n
nn
d n
n
m
n
boiler
n
s
n
n
m n
n
n
ns n
s
suspended
dissolved solid
d l m
j
n
blowdown
d s
m
boiler
d l
n
m n
n
n
ns n
s
l
m
n
n
s s
ns d
l m
boiler
F sfat, Silika, an
Hydrazine
sf
PO
d l
ns d l m s
n
s d m n d n
n
nd n
n
f sf
n m
B s n
nd n
n f sf d
n s
bone
phosphate of lime
BP
triphosphate of
lime
P
d s
n
nd n
n
P O
sf
m s
f sf
m
n
s n
s
f sf n
d
d l m m n
l
PO
n
n
s l m
s s
m
n m
m
d n
d n nd
n f sf
s s s
d n
n
n
l
l
m l
s
m
n
m l
s d n s n
sf
d l m
boiler
f n s
n
m ns
n
m n
j d
n d
m n n
ls m
n
s
s
m d n
m m
n
m nj d l n
s
l m
S
S O
s
l
d l m
m
n s m d n
s n
d d l m
n
l
S
d
d
m
s m
n d n
m d
m n
l m
l
n S m
l m
m s
d l
m n
l
s S m
n
n s
l
s n
d n s
d
n
m n m
l
n m s l
n
s
s
m
l
A
n
d
n
n
d
n
n
l
n
nd s
d n
s
d
m n m
l
n
m s l
d
n d
m m
n
d
s s
s
n
j d
boiler
d l
analcite sodium alumino silicate
–
N O Al O
S
O
n
s
s
l m
m
d
m l l
m
n d n
acmite
sodium
ferrous silika
– N
O
S
d n
– S
n d
d
n
d
s
s
n
j d
d
n–
n
s m
n
n d n
m
n m d
j d
s
s ll d n
l
Hydrazine
N
d l m
f n s
n
m n
O s
n
j d
s
l m
d n
n
n n
l
d
s
hydrazine
m n
d
d l m
s m n d n
n
n
n
n m n n
s m n d n
n m n n
n
m
d
boiler
l
m n
n d n
f
n
n
n O
l
hydrazine
d
d l m
condensate
line
Hydrazine
j
m m
n
s s
passivasi
m
l s
n d n
s
m
nn
m d
s
s
l
s
n
P ncilan
P n
n
d l
n
m
n
n
n
n
j
l
s d
d n
n
l
n
d n
Sm
d n
n
n n
s d
s
d n
n s
s m
n
n
n m n
l
n
s l
n
n
n
n
n
nd
n
s P nd
s n
n
n d
m n
n
n
ns
j
m
l n
d m n :
:
:
n
A
n
l
s d
n
d
χ
α
m
d
d
n
n
m
n
s
d l
n
n
Asumsi K
n
rmalan Gan
a
P
m
s
n d
s
s
n n
m
l
nd
d
d
n d
n
n
m
m
q
q
l
d
n
:
s
:
H
:
d
s
n
m
l
nd
H
:
d
s
n
m
l
nd
S
Uj
:
= (
−
̅)
(
−
̅) ,
= 1,2, …,
d
m
n
:
:
̅
:
n
s
n
n
m
n
n
d
d
s
n
m
l
nd
j
:
≤
; ,
l
d
(
¡ ns
n d
n
¢ n
£ ¤).
Bagan K
n
ali Mutu
B
n
nd
l
m
d
n
n
n
m
m
n
l
s s
s
s
d
s
¥B
n
nd
l
d
l
n
n
nd
l
s
s
d
j
l
n
d
n
n s
l
s
n
s
n
d
n
n
n
m
nd
m
s
s
s
d
s
m
n
n
n
m
m
n d
n m
m
n
¦
f
m
s
n
n
d
l
m m
n
n
n
s
s
§ ¨n
m
£ ©¥B
n
nd
l
d
d
n
nd
l
n
s
§univaraite
©d
n
n
l
d
s
§multivariate
©¥Bagan k
n
ali
T
2
Hotelling
l
m
s
s m
m
n
d
n
s
d
n
nd
l
n m
n
nd
n
nd
l
ª«
ll
n
s
n
s
n
d
n
n
n
d
n
m
m
n
n
d
s
s
d
s
s
¥
In
m
n
n
m
n
n l
l
nj
d
n
nd
l
̅
n
s
¥B
n
nd
l
ª «
ll
¦d
d
n
m
nj
d
d
n
s
d
d
n
n
n
m
n
n
l
§ ¨n
m
£ © ¥B
n
nd
l
ª «
ll
¦d
n
n
n
n
n d
d
n
d
n
n
m
n
n
n
m
s :
ª«
¬
−
′
(
−
)
s
d
n
n
n
s
n
nd
l
¦s
:
BPA
¬(
) (
)
, ,
BPB
¬d
m
n
:
S
¬ s d
n
m
m
n
¬¡
ml
n
¬¡
ml
m
m
¬¡ml
n
m
n
S
d
n
n j
n
¬® §n
m
n
n
l
©n
ª «d
d
n
d
n
n :
ª«
¬
(
−
)
′
(
−
)
d
n
n
s
n
nd
l
n
d
l
:
BPA
¬(
)
, ⁄ ,(
) ⁄
BPB
¬Analisis K
mampuan Pr
s
s P
ubah
Gan
a
An
l
s
m
m
n
s
s
nd
d
l
n
l
m
m
n
s
s
n
j
ml
l
d
s
d
n s
l
n
n
n
¥ l
m
n
l
s
d
d
s
ms
n
s d
n
n
m
n
m
l
n
nd
d
n
n
d
d
l
s
n
s
s
¥
As
ms
n
m
l
n
nd
n
n
d
n
n
s
l
ns
l
m
n
d
n
n
¥B
s
n
d
n
n
¯s
m
d
l
m m
l
n
n
l
s
d
n
n
n
m
m
n
s
s
s
n
s
s d
n
s
l
ns
l
m
d
l
µ±
¥As
ms
s
n
s
s
n
d
d
d
n
nd
l
¥¡ s
sn
s
m
s
d
n
l
n
n
d
¦ s
n
¥P
d
n
l
m
m
n
s
s
n
l
nd
s
n
s
n
d
n
n
d
l
° ° °m
¥S
d
n
n
n
s
s
nd
n
l
m
n
m
l
n
¦d
s
m
m
n
s
s
nd
d
n
n m
n
m
n
f
¨ ¨±d
n
¦d
s
m
m
n
s
s
n
l
n
m
n
n m
l
¥
S
n
n
nd
s
m
m
n
s
s
nd
d
¦ n d
n
n
¨° ¨° ¨ °m
§¨n
m
£ © ¥In
ks K
mampuan Pr
s
s P
ubah Gan
a
¨n
ª m
l
¥ §®² ²©d
l
m
³ d
n S
l
n
£ 8
nd
s
m
m
n
s
s
nd
d
l
s
nd
s
s
s
n
m
n
nj
n n
s
n
n
n
§ s
©s
s
f
s
d
n
d
´¦n d
n
n
n
s
s
l
n
m
l
n l
d
s
l
¥Ad
m
m m
d
n
n
nd
s
m
m
n
s
s
s
l
s
n
d
l
m
d
¦d
s
m
m
n
s
s
MCpm
¥P
n
n n
¦d
s
m
m
n
s
s
MCpm
n
d
f
n
n s
s
d
d
l
m
=
(
)
d n
n
R
1
m
n
d
ll s
s
s
s
s d n
n
R
2
m
n d
s s
−α
d
d
s
n m l
nd
m
R
2
n
ll s
s d n
n
R
1
m
n ll s
s
n
d d l m d
s
s f
s d n
s
d
d n
n
l m
R
1
d l
d n
n
μ
i
m
n n
n
s
s f
s
i i=1,2,3,...,p
G m
n
m
nd
n
l s
l m
R
2
d
d
l s
n d l m
n
d n
n
K(p)
m
n
n
α
d
d
s χ d n
n d
j
s
S
m
n m
s
m
m d n
m n
n
d
N
s m s
d
s
MCpm
d
n
n
d n
n m s
d n
n
n
d n S l n
8 j
n
nd
s l
d
m
s s
m m
n
s l
d
nd
n
d n
n
s s
s f
s
s
d
d
n
s s
d
s
l
j l n
d n
n
S
l n
j
d
s
n
n d
l
s
m n nj
n
s
s s l
s d
d
s
s
s
s
s
n
s s
s
n
m n
s
n
d
n
s s
d n
n s
s f
s
METODOLOGI
Bahan
B
n
n d
n
n
d l
d
s
n
m
n
nd n
n s n
sf PO
S
S
d n
Hydrazine
N
n
nd n d l m
boiler
P
n
d
d n
n
m n
n
n
l
Spectrophotometer
N
A
n d
n l
n s
m
m P
S BB
P
Quality Control
P
s
j ml
n
m
n
n
m
n
d
s l
n
m
n
n
n
n
d
n s
shift
m d
shift
n d
n d m l
d
l n
n
N
m
M t
l
n
s l
s
d
d n
n
m n
n
l s n
m s
m s n
nd n
n
s n
d l m
m n
n
n
f
n
l s P
s n
d n
n m s s
:
m d n m m
s
d n
n
n
n
d
nd
d n
n
m n
n
n j
l n
d
j
l n
n l
d
n
d
χ
α
m
n
m
n
s
d
d
n
n
n
l
n
n
n
d
m n
n
s ms
n m l n
nd
d
m s n m s
d l m
l
n
d l
nd n
n
s n
s n
m d l m
boiler
P m
n
n
nd l
n
nd
ll n
d
nd n
n
s n
s n
m d l m
sf
PO
S
S
d n
Hydrazine
N
HASIL DAN PEMBAHASAN
Ekpl rasi Data
s
l s
n
s n
S
S
sf
PO
d n
Hydrazine
N
d
l
s
B d s
n m
s
l s
d
s d
d
m
l
n
d
l s
n
s n
m
s
Un
S
d n
sf
d
n n
l s s
s
d n
n n
l
s
s
sf
d n
Hydrazine
m m
n
l s
s
s
8 d n
n n
l
d l
S d n
n n
s n
S
d n
Hydrazine
m m
n
l s s
s
d n
n n
l
d l
s n
m
s
s l n
l s
s
n
d l m
n
nd l n
s s
d
n
n
n
nd l
nd d n n l
s
m m
n
s s
nd
G m
Pl
j
l n
s
j
l n
n
m nd
s
d n
n
n
d d
nd d
d
d
l
d
G m
l
s
d
d
d
n
m
n
n m m
n
d
s
d
n m m
n
n
s
s
8
P n
m
n
n
m
n
s
d l
n
m
n
8
d n
j l sn
n
j
l n
n
m
n
d
d
m
n
P n
n
n
n
s
d
l
n
d
n
n
n
d
n
m
n
s m
j
n
n
n
d
n
m
n
d n
P l
d
n
n
s
m n nd
n
s s
m l
m n
l m
nd l
d
n
n
n
m d n
m
l
j d
m s l
d
n
P n
n
n
n
d
n
n
n d
n l
m s
l m s
s s
d
boiler
d
n
n
d
l n
s s d
j l n S
l
d
n
d
d n
n l n
n
n
s
d d
m
n
n
d
d
n
n d n d
d
nj
n
d n
n m n
s ms
n m l n
nd
Uji K n rmalan Gan a
l
d
n
n d l m
n
n
s ms
n m l n
nd
n d
n
d l m n l
s
m m
n
s s
nd
B d s
n
s
n
n
d
l
n
dj
≤ χ
s
s
s d
m l
n l
n
m
n
n
n m l
nd
Pl
n d
s l
n d
d
d G m
25
20
15
10
5
0
14
12
10
8
6
4
2
0
dd
G m
Pl
n m l n
nd
P d G m
d
l l
m nd
l
s
n
d l
nd n
n s n
m f sf
s
d n
hydrazine
m n
d n
n
s
n n m l
nd
Bagan K n ali T
2
H t lling
s
n l s
d
n
nd l
ll
m n nj
n
d
n
m
n
n
d d
s
n
l s
n d
nj
n l
G m
n
n BPA
n d
n
s
s
m
d
n
m
n
n
d d
s
d
n
m
n
8
d n
8 P n
d
d
s
d d
s
nd l
d l
n m s
l m s
n
s s d l m
P
s nd
n
d
l n
s s s m
n
n d n
s
nd l
G m
m n nj
n
l
s m
n
n n
n
n
s m
m l
n
s
n
m f sf
s
d n
hydrazine
n
d m
s m
m nd
s
s s In
m nj d
n
s
n
n
j
d
n s
sn
m
n
s l nj n
nd n
n s n
s n
m
n
d d
s
s
s s
G m
B
n
nd l
ll
Analisis K mampuan Pr s s Gan a
S
l
s m
s
m
boiler
P
nd n
n
sf
PO
S
S
d n
Hydrazine
N
d d l m
d n
nd l
n
d
nj
n l
n
nd l
ll
G m
m
d
n
n l s
m m
n
s s d n
n m n
n
n
d
s
m m
n
s s
nd
s l
n
n
nd l d
d
d
m
n
G m
B
n
nd l
ll
d n
n s m
s
m
nd l
j
n d
n l
d l
n
m n n
n
s
s
m n
s s
d
s
s
s
S
s f
s
m s n m s n
s
m
d
d
d
l
S
s
s
m
d
l
m
n
n
n
n
l
d
n
l
l m
In
n s n l
n
n n d l m
l
n n
n
s
s s
s f
s
s
n m m
n s
f
f d n f s n
d l m
n n
nn
l S
s
s
m
µ¶· ¶¸¹ º·»¼¹» ¸ ½ ¾¹¾
¿
S
¿ ÀÁ Ám
Âö· Ä º¹ ÀÁ Á
m
ÂUS
¿ ÀÁ Ám
 ÅÆsf
¶¹ÀPO
Ç ÈÉ
Â Ê Ë Ì Ë Í Ë
S
»Î» ¸Æn
ÀS
»Ï È Â Í Ë ÐË Ë Ê Ë ËHydrazine
ÀN
È Ñ Ç Â Ë ÒÊ ËÒÌ Ó ËÒÓs
n l
s
m m
n
s s d
s n
s n
m d l m
boiler
m m
n n
d
s
MCpm
s
s
N
nd
s
MCpm
n
d
m n nj
n
s
s s l
s
d
d
s s
s
s
s
n
n
s s
n
n
nd n
n s n
s n
m
s
n
m m
n
s
n
s s
d n
n s
s
s
N
nd
s
m m
n
s s
l l
m n
d
d
s
s
s
Ind
s
MCpm
n
n
n d
d
n
m
l
nd n
n s n
f sf d n
hydrazine
n s
n
s
d
d
s
s
s
s
s s
s
s
s
m
n
s s
s
s
l
d
d
nj
n s
s
l
d G m
G m
Pl
s n
f sf
d n
hydrazine
d n
n
s s
s f
s m s n
m s n
G m
m m
n f m s
d
m
l
n
d j
d
s s
s f
s G
m
l
m d l
n
m
n
n
d d
s
s
s
s
G
m
l
n
m m
n
m
n
n
s
l
n
m
n
n
s n
f sf
d n
hydrazine
n m m
n
m nd
d
n
d d
m
l
m
n m m
n
n
m nd
j d
d
l
n
m
n
n
n
n
m
n
s
m n nj
n
s s
n
m
n s d
nd l s j
l
l n
n
m
n n
n
m
n
G
m
l
d
d l
n
m
n
n
d d
s
s s
s
s
n
d
s n
m
s
P n
m
n n
d
s n
m l
d d
s
s
s
s
s
s d
d d
n
n
m l
d
n
m
n
P d
n
nn
d
l
n
n
n
m n
nd n
n
s n
s n
m d l m
s
n
nd n
n s n
f sf
d n
hydrazine
m m
l
n j
nd n
n
s n
s n
s
m l
s
s
s
s
n
l
d
n
n
m n
s
s
sf
d n
m
n
s
s
hydrazine
Al s nn
d l
n j
nd n
n s n
s n
s
d d
s
s s
s
s m
n
d
l
s
n d
s
n
n
s j j
nd n
n s n
n
s d
d d
s
s s
s
s m
d
n
n
d
s
f s ns A n
n
d
l
n
n
n l
s l
d
n
n m
n s n
m
n
d
n j
nd n
nn
d d
s s
s
s
n
l
s
n m n
n j
nd n
n s n
f sf
d n
hydrazine
d d
s
s
s
s
nd n
n s n
s
d l m
d
P
s
s l
n d
d
d
n
m
s m
d
d
l m
s
s
s f
s
n
l
d
n
n
l n d
d
nj
n s
l
d
G m
8
G m
8 Pl
S n
s
d n
n
s
s
s
s n
P n
n
j d
nd n
n
s n
m
n
d d
s
s nd
d
n l
d n
m s l
d
l
n
d P
s l
n
m n
n
j d
nd l
d l m
l
n
d n l
s
n
n
n m
s l
s
n
n
m n
P
n m n
n
P
m m j m l
m
n d
n
d
l
n
n
n m
s
s
s
s n
d
d n
n
n
d
n l
P
KESIMPULAN DAN SARAN
K simpulan
P d
n
nd l
ll
m s
d
d
n
d d
s
d
n
m
n
8
d n
8
P n
d
d
s
d d
s
nd l
d l
n m s
l m
s
s s d l m
P
n
d
l n
s s s m
n
n
d n
s
nd l
n
nd l
ll
j
d
d
s m
n
nd n
n s n
m
f sf
s
d n
hydrazine
d
s m
n m nd
s
s
s s
d
d
n
n
n m
s
n
Ind
s
MCpm
n d
n
s
s
m n nj
n
s
s s
l l
s d
d s
s
s
s
n
s s
n
n
nd n
n s n
s n
m
s
n
m m
n
s
n
s s
d n
n s
s
s
P n
m
d
m s l
n
d l
d
nd n
n s n
m
sf d n
Hydrazine
n s
n
s
d d
s
s d n
s
s
s
s
n
l
d
n
n
s l
d l m
s
n
d
l
n
m nj d
n
n
n
s n
m
sf
d n
d
n
d d
s s
s f
s
n l
d
n
n
Saran
Un
s l nj
d
d
n
n l
n m n
n
l
s
P
n
n
d
n
s
nd
s d
l
s
s
n
d
d
n m m
n
m
n
m n
n
l
s
s
S l
n l
n
j
d
n
n
n
P
j
d
n
d
n l
s
P
B
SSP
d n
B
j
d
m
n
s
l
s
8
DAFTAR PUSTAKA
ÔÕ Ö× ØÕ
N
ÙÚSm
ÛÜÝ Þßà á á â ßAnalisis Regresi
Terapan
ß ãd
Ûä Û åØ æâßS
çm
Ön
Ü Õ ÛB
Ú × Øn
ØÕj
Øm
ÖÝß èÖå ÖÕ ÜÖ: G
ÕÖm
Ød
ÛÖP
çs
ÜÖå ÖU
ÜÖm
Ö éØ Õj
Øm
ÖÝ Ön
d
ÖÕÛ:
Applied
Regression Analysis
ßè ê Ý
ns
ên
ÙA
Ú ë Û ìÝ ØÕn
Ôß â í í î ßApplied
Multivarate Statistical Analysis
ßN
Øï èØÕs
Ø ð: P
ÕØn
Ü Û ìØÞ Öll
ßñÖÕ
s
Øll
ÖòÚóçl
Û Öñ ßâ í àà ßBoiler Blowdown
Control
ß ôÜ ØÕ Ýçõçn
ö õØÕ å Öl
Ö÷ßïïïß
s
ìÕÛõd
ß ìêm
ôâS
Ø× Ü Øm
õØ Õâí à â÷ß ñên
Üöêm
Ø Õ ð Ôøß âí íùßIntroduction to
Statistical Quality Control Fifth Edition
ß ë Ös
Ý Ûn
öÜê
n
ßè ê Ý
n
ëÛúØ ðûS
êns
ÚIn
ìßP
é üÕ Öå ÖÜÖçS
ÜØØl
ýP
ØÕs
ØÕêþ ßâí à í ßP
Õ ê×ês
Öl
P
Õ êöÕÖm P
ØÕl
Öå ç Ön
ü Ûm
Û Ö ýChemical
Treatment
þd
ÛS
Ûs
Ü Øm
Boiler
ßøÛ úØöên: P
é üÕÖå ÖÜ ÖçS
Ü ØØl
ßP
ç Õn
Öm
ÖS
ÚS
ØÜÛÖd
Ûå ÖÕçn
ÛÖ Ô ß âí à íß üêm
çn
Û å Ös
ÛS
ñS
Ön
ÜÖÕÖP
ÿøMaster
d
Ön
Slave
ñ Øn
ö öçn
Öå Ön
ñ êd
Øm GS
ñUn
Üç åP
Øn
öÖm
ÖÜÖn d
Ön P
Øn
öØnd
Öl
ÛÖn
Water
Treatment Plant
ß ãl
Ø ìÜÕÛì Öl
ãn
öÛn
ØØÕÛn
ö è êç Õn
Öl
òêl
ß àN
ê ßà ßïïïß
m
Öj
ê çÕßm
ÖÕ Ön
ÖÜ Ý ÖßØd
çôâS
Ø× Ü Øm
õØÕ âí à â÷ßP
çs
× ÛÜ ên
Ûn
öÕçm
ÚS
ØÜÛÖ ïÖn A
ÚP
ÖÕ Ý çs
Û×ÞA
ß âí à à ßP
Øn
Ø Õ Ö× Ön G
Õ Öf
Ûåd
Ön S
Ü çd
ÛS
Ûm
çl
Ös
Û Þ êÜ Øll
Ûn
ö ééÕ Û Û ÖÜ ×Ö
d
Ö üç Öl
ÛÜÖs P
ÖÕf
çm
ÙØm
Öj
Öd
ÖÕ ÛP
Ø Õçs
ÖÝ Ö Ön
“
ßS
Øm
ÛÖÕN
Ös
Û ên
Öl
ñ Ö Ü Øm
ÖÜ Û å Öd
Ön
P
Ønd
ÛÛå Ön
ñÖÜ Øm
ÖÜÛå Ö:
ó êöðÖå ÖÕ ÜÖßISBN
áî8
æáîá æà ù æ æ ßÙÖ Û
nd
Õ Ö ü ÚN
ÖÛå Ô ß à á á á ßApplied
Multivariate Statistics with SAS Software
ß ãd
åØ æâ ßøÖÕðN
ø: Ins
Ü ÛÜçÜ ØIn
ì ßS
ìÖöl
Û ÖÕÛn
Û ñÚ ØÕn
Önd
Ø ã ñ ß âíà â ßMPCI:
An
R
Package
for
Computing
Multivariate Process Capability Indices
ß è êç Õn
Öl
êf S
ÜÖÜÛä Ü Û ìÖl S
êf
ÜïÖÕ Ø òêl
ß î ÚIss
çØîßë ç
l
Öns
ÖÕ ÛN
ß â í í ßInd
Ø ås
üØm
Öm
×ç Ön
P
Õ ês
Øs G
Önd
ÖUn
Ü ç åP
Õêd
çås
ÛS
ÛÕç×O
õÖÜB
ÖÜç å ôs
åÕÛ×s
Û÷ßB
êöêÕ ßIns
Ü ÛÜçÜP
ØÕ Ü Ön
ÛÖn
B
êöêÕ ßÖÝ Û
A
ñÚS
çl
ÜÖn
ÖA
ß âí í8
ßAssesment and
Comparison Of Multivariate Process
Capability Indices in Ceramic Industry.
è êç Õ
n
Öl
êf
ñØìÝ Ön
ÛìÖl
ãn
öØn
ØØÕÛ ö òêl
ß ñã á:
à8 –
m
n
m Al
d
P
n
l
n
l
s
l
s
!
As
ms
"n
m
l
n
G
nd
B
n
"nd
l
P
# $G
nd
P
n
n
n
n
As
ms
%&
'( !
Out of
Control
Id
n
)s
P
n
*##n
* % &An
l
s
+m
m
n
s
s
#$nd
S
l
s
-.
m
/0 1.n
2N
03 . 04 . 1. 56. 7.l
.n
8 9 0:6.s
0n
; <6.s
0n
;P
=n
;.m
. >.n
d
, 2 ?@ 2 AB B CBd
D, @ ?E8
,C B EDd8
, 2 ?@ B C8
B D,d
,2, @ ? C A CCE CEd
F GF @ ? A8
A8
C @8
2d
2 ,? CB A,C,Hd
D 2 @ ?8
B DE, H8
d8
2 D ?@ 2@,B8
,d
,2 2 @ ?D C DB8
B Ad
F GI ,? 28
2HAH2Bd
B ,?D CB,88
,d
D B ,? 2D,A E CA
d8
B @ ?D C,2H ,8
d
,2B @ ?,B E 28
C Ad
F GJ D ? 2D D AH8
Ed
D ,? 2E CE E B 2d
D D B ? A8
E A 2DDd8
D @ ?E B E 2H ,Cd
,2D @ ? 2 C 2HD 2 2d
F GKB ?H
8
HE8
22d
A ,?E CHA C@Ed
D A ,? 2@ A@ B8
Ed8
A @ ? 2 2 DB @8
d
,2 A B ?8
2 B@ A@ 2d
F GL ,@ ?@HB E88
B Ad
H ,?8
2 CHB8
2d
DH 2 ?B,@BCE 2d8
H ,?D @8
2E 2Bd
,2H @ ? AD,@ E D 2d
F GG A? A @ CA AHA 2d
E ,?B 2 C,D CAd
D E ,?E C8
@HE 2d8
E B ? AB D, , HDd
,2E @ ?H@ D 2BHd
F GMH?BAH@ E BE B
d8
,?HB CE C AE