T
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M
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A
, V
ol
.
15
,
No.
4
,
Dec
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1
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p
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1
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No:
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DOI:
10.12928/TE
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©
2
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1
7
Uni
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Ahm
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All
rig
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Int
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Cl
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Evaluation Warning : The document was created with Spire.PDF for Python.
IS
S
N: 16
93
-
6
93
0
T
E
L
KO
M
NIK
A
V
ol
.
15
,
No
.
4
,
D
ec
em
be
r
20
17
:
19
9
7
-
2006
1998
or
r
ed
uc
e
the
s
pe
c
i
f
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c
de
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c
ti
on
m
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f
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f
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c
p
ol
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i
n
di
f
f
erent
en
v
i
r
o
nm
en
ts
,
ta
k
i
ng
i
nto
ac
c
ou
nt
th
e
ne
ed
s
of
l
o
w
c
os
t
an
d
m
ul
ti
pl
e f
un
c
ti
o
ns
, a
nd
to
m
ee
t th
e
di
f
f
eren
t a
pp
l
i
c
a
ti
o
ns
.
2.
Co
mp
o
sitio
n
and
W
o
r
k
ing
P
r
in
ciple
of
M
o
n
it
o
r
ing
S
y
ste
m
T
he
ai
r
qu
al
i
t
y
m
on
i
tori
n
g
s
y
s
t
em
i
n
c
l
os
ed
en
v
i
r
o
nm
en
t
i
s
c
om
po
s
ed
of
a
m
ai
n
bo
ard
an
d
a
pl
ural
i
t
y
of
r
el
a
ti
v
e
l
y
i
nd
ep
e
nd
e
nt
d
ete
c
t
i
on
m
od
ul
es
.
T
he
ov
eral
l
b
l
oc
k
di
ag
r
am
of
the
s
y
s
t
em
i
s
s
ho
w
n
i
n
F
i
gu
r
e
1.
T
he
ba
s
i
c
m
ea
s
ure
m
en
t
pa
r
am
ete
r
s
of
s
y
s
tem
are:
O
x
y
g
en
,
c
arbon
di
ox
i
d
e
,
di
f
f
erenti
a
l
pres
s
ure
,
am
bi
en
t
tem
pe
r
atu
r
e
an
d
hu
m
i
di
t
y
,
tox
i
c
ga
s
es
(
c
arbon
m
on
ox
i
de
,
h
y
drog
en
s
u
l
f
i
d
e)
an
d
oth
er
en
v
i
r
o
nm
en
tal
pa
r
am
ete
r
s
,
S
pe
c
i
f
i
c
en
v
i
r
on
m
en
t
c
an
be
ba
s
ed
on
t
he
s
i
t
ua
t
i
on
to
i
nc
r
ea
s
e
or
d
ec
r
ea
s
e
th
e
d
ete
c
ti
on
p
aram
ete
r
s
,
s
uc
h
as
am
m
on
i
a,
f
or
m
al
de
h
y
d
e,
etc
[1
1].
A
i
r
qu
a
l
i
t
y
m
on
i
tor
i
ng
c
an
prov
i
de
th
e
b
as
i
c
p
aram
ete
r
s
of
the
a
i
r
q
ua
l
i
t
y
to
th
e
f
i
e
l
d
s
taf
f
,
an
d
t
hrough
th
e
e
n
v
i
r
o
nm
en
tal
a
i
r
qu
al
i
t
y
as
s
es
s
m
en
t
al
g
orit
hm
gi
v
es
a
c
r
ed
i
b
l
e a
s
s
es
s
m
en
t o
f
th
e a
i
r
qu
al
i
t
y
[1
2].
F
i
g
ure
1
.
O
v
era
l
l
B
l
oc
k
Di
ag
r
am
of
Mo
ni
tori
n
g
S
y
s
tem
T
he
m
ai
n
bo
ard
i
s
us
ed
to
r
ec
ei
v
e
da
t
a
s
i
gn
al
s
of
de
t
ec
ti
on
m
od
ul
e,
de
t
erm
i
ne
whet
h
er
the
en
v
i
r
o
nm
en
tal
pa
r
am
ete
r
s
are
ov
err
un
,
ev
al
ua
te
t
he
en
v
i
r
o
nm
en
tal
q
ua
l
i
t
y
a
nd
oth
er
w
ork
,
the
m
ai
n
bo
ard
a
l
s
o
s
ets
m
on
i
tori
ng
p
aram
ete
r
s
up
pe
r
or
l
o
w
er
l
i
m
i
t,
the
m
ai
n
bo
ard
a
l
s
o
s
ets
the
up
p
er
l
i
m
i
t
or
l
o
wer
l
i
m
i
t
of
m
on
i
tori
ng
pa
r
am
ete
r
s
,
m
od
ul
e
c
al
i
bra
ti
o
n,
s
y
s
tem
pa
r
a
m
ete
r
s
ett
i
n
gs
an
d
s
o
o
n.
I
n
t
he
d
ete
c
ti
on
m
od
ul
e,
th
e
g
as
s
en
s
or
tr
an
s
f
orm
s
de
tec
ted
ga
s
da
ta
i
nto
a
weak
an
al
og
s
i
gn
a
l
s
,
af
ter
the
m
ea
s
urem
en
t
c
i
r
c
ui
t
f
i
l
teri
n
g,
am
pl
i
f
i
c
ati
on
i
nt
o
MCU
f
or
A
/D
c
on
v
ers
i
on
,
t
hrou
gh
t
he
da
ta
proc
es
s
i
ng
progr
am
c
on
v
erts
da
ta
i
n
to
t
he
v
a
l
ue
of
the
en
v
i
r
on
m
en
t
pa
r
am
ete
r
s
,
an
d
t
he
n
s
e
nt
to
the
m
ai
n
bo
ar
d
thro
ug
h
t
he
s
eri
al
i
nte
r
f
ac
e.
T
he
en
v
i
r
on
m
en
tal
pa
r
am
ete
r
s
of
di
f
f
erent
en
v
i
r
on
m
en
ta
l
m
on
i
tori
ng
s
y
s
t
em
s
are
c
ertai
n
di
f
f
erent,
i
n
order
to
m
ee
t
the
ne
e
ds
o
f
m
an
y
as
pe
c
ts
,
t
he
de
t
ec
ti
on
m
od
ul
e
c
a
n
b
e
f
l
ex
i
b
l
y
c
om
bi
ne
d
to
ad
ap
t to
m
on
i
t
orin
g
r
eq
u
i
r
e
m
en
ts
of
di
ff
erent c
l
os
ed
e
nv
i
r
on
m
en
t.
3.
Desi
g
n
of
M
o
n
it
o
r
ing
S
ys
t
em
3.1
D
es
ign
of
t
h
e ma
in b
o
ar
d
T
he
c
ore
de
s
i
gn
of
the
m
ai
n
bo
ard
i
s
th
e
P
IC1
6F8
82
MCU,
i
nc
l
ud
i
n
g
p
o
w
er
c
i
r
c
ui
t,
di
s
pl
a
y
c
i
r
c
u
i
t,
a
l
arm
c
i
r
c
ui
t,
i
nf
r
ared
r
ec
ei
v
i
n
g
c
i
r
c
ui
t
a
nd
s
o
on
.
F
i
gu
r
e
1
i
s
the
c
om
po
s
i
ti
on
of
the
m
ai
n b
o
ard
[
13
]
.
3.1
.1
Des
ign
of
main
bo
a
r
d
M
CU
s
y
stem
T
he
m
ai
n
bo
ard
MCU
ne
e
d
s
to
c
om
m
un
i
c
ate
w
i
th
t
he
de
tec
t
i
on
m
od
ul
e
m
i
c
r
oc
on
tr
ol
l
er,
an
d
c
o
l
l
ec
ts
the
c
urr
en
t
m
ea
s
ured
v
al
ue
of
ea
c
h
m
od
ul
e.
T
he
m
ai
n
bo
ard
m
i
c
r
oc
on
tr
ol
l
er
c
o
m
pa
r
es
ea
c
h
of
the
m
od
ul
e
da
ta
w
h
i
c
h
i
s
c
ol
l
ec
te
d
to
r
es
pe
c
ti
v
e
al
arm
l
i
m
i
t,
an
d
to
de
term
i
ne
whet
h
er
the
ov
err
un
.
T
he
m
ai
n
bo
ard
MC
U
i
s
a
l
s
o
us
ed
i
n
th
i
s
pa
p
er
ai
r
qu
a
l
i
t
y
e
v
a
l
ua
ti
o
n
M
C
U
l
i
q
u
i
d
c
r
y
s
t
a
l
d
i
s
p
l
a
y
s
o
u
n
d
a
n
d
l
i
g
h
t
a
l
a
r
m
m
e
a
s
u
r
i
n
g
c
i
r
c
u
i
t
1
s
e
n
s
o
r
1
M
C
U
m
a
i
n
b
o
a
r
d
d
e
t
e
c
t
i
o
n
m
o
d
u
l
e
1
m
e
a
s
u
r
i
n
g
c
i
r
c
u
i
t
2
s
e
n
s
o
r
2
M
C
U
d
e
t
e
c
t
i
o
n
m
o
d
u
l
e
2
m
e
a
s
u
r
i
n
g
c
i
r
c
u
i
t
n
s
e
n
s
o
r
n
M
C
U
d
e
t
e
c
t
i
o
n
m
o
d
u
l
e
n
i
n
f
r
a
r
e
d
r
e
m
o
t
e
c
o
n
t
r
o
l
p
o
w
e
r
m
o
d
u
l
e
…
…
Evaluation Warning : The document was created with Spire.PDF for Python.
T
E
L
KO
M
NIK
A
IS
S
N: 1
69
3
-
6
93
0
Dev
el
o
pm
en
t
of
A
i
r
Q
ua
l
i
ty
Mo
n
i
tori
ng
S
y
s
tem
i
n C
l
os
e
d E
nv
i
r
on
me
nt
(
Li
B
oc
h
en
)
1999
al
g
orit
hm
f
or
ai
r
qu
al
i
t
y
ev
al
u
ati
on
.
I
n
ad
d
i
t
i
on
,
thi
s
m
i
c
r
oc
on
tr
ol
l
er
al
s
o
ha
s
i
n
f
r
ared
r
e
m
ote
c
on
tr
ol
,
s
o
un
d
an
d
l
i
gh
t
al
arm
an
d
l
i
qu
i
d
c
r
y
s
ta
l
d
i
s
pl
a
y
a
nd
ot
he
r
f
un
c
ti
o
ns
.
T
he
s
c
he
m
ati
c
di
a
gram
of
th
i
s
m
ai
n b
o
ard
m
i
c
r
oc
on
tr
ol
l
er s
y
s
tem
i
s
s
ho
w
n
i
n F
i
g
ure 2.
F
i
g
ure
2
.
S
c
he
m
ati
c
Di
a
gr
am
o
f
Ma
i
n
B
o
ard
M
CU
S
y
s
tem
3.1
.2
Des
ign
of
po
w
er
mo
d
u
le
T
he
po
w
er
m
od
ul
e
of
the
s
y
s
t
em
i
s
on
th
e
m
ai
n
bo
ard,
w
h
i
c
h
i
s
r
es
po
ns
i
b
l
e
f
or
the
po
w
er
s
u
pp
l
y
of
th
e
w
h
ol
e
m
on
i
tori
n
g
s
y
s
tem
,
w
h
i
c
h
c
an
ge
n
erate
a
v
ar
i
et
y
of
s
pe
c
i
f
i
c
ati
on
s
v
o
l
tag
e
f
or
the
s
y
s
tem
.
F
i
r
s
t
，
the
i
nd
us
tr
i
al
f
i
el
d
12
V
po
wer
s
up
pl
y
v
o
l
tag
e
i
s
c
on
v
erted
to
i
s
ol
a
ted
5V
v
ol
t
ag
e
b
y
M
o
r
ns
un
i
s
o
l
at
ed
p
o
w
er
s
u
pp
l
y
W
RB
12
05
,
t
he
i
s
o
l
ate
d
5V
v
o
l
ta
ge
i
s
c
on
v
ert
ed
to
3.3
V
b
y
the
v
ol
ta
ge
s
tab
i
l
i
z
i
ng
de
v
i
c
e
A
MS
1
11
7
an
d
t
he
n
s
u
pp
l
i
es
f
or
MCU,
t
he
r
ef
erenc
e v
o
l
ta
ge
r
e
qu
i
r
ed
f
or ana
l
o
g c
i
r
c
ui
ts
i
s
pro
v
i
d
e
d b
y
T
L4
31
.
3.1
.3
Des
ign
of
L
CD sc
r
e
en d
is
p
la
y dri
v
er
int
er
f
a
c
e
T
he
s
y
s
tem
us
es
12
86
4
LCD
s
c
r
ee
n
as
the
d
i
s
pl
a
y
of
hu
m
an
-
c
o
m
pu
ter
i
nte
r
ac
ti
on
i
nte
r
f
ac
e
.
T
he
LCD
s
c
r
ee
n
f
or
the
do
t
-
m
atri
x
,
w
i
t
h
t
he
Chi
ne
s
e
f
on
t,
prov
i
d
es
m
o
r
e
c
on
v
en
i
en
t
us
i
ng
f
or s
i
n
gl
e
-
c
hi
p
de
s
i
gn
produ
c
ts
.
T
he
LC
D i
nte
r
f
ac
e c
i
r
c
u
i
t
i
s
s
ho
wn i
n Fi
g
ure
3
.
F
i
g
ure
3
.
LCD
M
od
ul
e
In
t
e
r
f
ac
e P
r
i
nc
i
p
l
e D
i
a
gram
3.1
.4
Des
ign
of
inf
r
ar
ed r
emo
t
e c
o
n
t
r
o
l
r
ec
eiv
er
c
ir
cuit
Inf
r
ared
r
em
ote
c
on
tr
ol
l
er
i
s
us
ed
t
o
s
et
up
the
v
ario
u
s
s
ett
i
n
gs
an
d
w
ork
c
on
tr
ol
of
the
s
y
s
t
em
,
i
nc
l
ud
i
ng
e
n
v
i
r
on
m
en
ta
l
tem
pe
r
atu
r
e
a
nd
hu
m
i
di
t
y
di
s
p
l
a
y
,
o
utp
u
t
m
od
e
di
s
pl
a
y
,
ou
t
pu
t
m
od
e
c
on
tr
ol
,
c
al
i
brat
i
o
n
o
f
ea
c
h
pa
r
am
ete
r
an
d
s
o
on
.
T
he
i
nf
r
ared
r
em
ote
c
on
tr
ol
r
ec
ei
v
i
ng
c
i
r
c
ui
t
of
th
e
m
ai
n
bo
ard
i
s
s
ho
w
n
i
n
F
i
g
ure
4
,
t
he
i
nt
e
grated
r
ec
ei
v
er
he
ad
HS
0
0
38
B
i
s
ad
o
pte
d
to
de
s
i
g
n,
s
o
no
ex
terna
l
d
ev
i
c
es
are
r
eq
ui
r
e
d.
Us
i
n
g
MCU
ex
terna
l
i
nt
err
up
t
pi
ns
RB
0
as
the
r
ec
ei
v
er of
da
ta
pi
ns
w
i
t
h e
x
ternal
i
nt
err
up
t m
od
e t
o s
e
nd
d
ata
t
o t
h
e
MC
U.
M
C
U
P
I
C
1
6
F
8
8
2
c
o
m
m
u
n
i
c
a
t
i
o
n
s
e
r
i
a
l
p
o
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Evaluation Warning : The document was created with Spire.PDF for Python.
IS
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N: 16
93
-
6
93
0
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E
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r
20
17
:
19
9
7
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2006
2000
F
i
g
ure
4
.
I
nf
r
ared
Rem
ote
Cont
r
o
l
Rec
e
i
v
i
n
g C
i
r
c
ui
t
3.1
.5
Des
ign
of
sou
n
d
an
d
ligh
t
al
ar
m
ci
r
cuit
S
ou
nd
an
d
l
i
gh
t
a
l
arm
c
i
r
c
u
i
t
i
s
s
h
o
w
n
as
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i
gu
r
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5
.
W
h
en
a
n
y
en
v
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r
on
m
en
tal
pa
r
a
m
ete
r
ex
c
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l
arm
v
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l
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al
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i
r
c
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s
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ta
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hrough
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r
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z
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i
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nd
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gh
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r
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D
es
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ui
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or
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th
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/D
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on
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r
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nc
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ui
t
are
di
f
f
erent,
th
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ot
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pa
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o
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ac
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m
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c
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l
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s
a
m
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hi
s
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pe
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on
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ntro
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c
es
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s
i
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arbon
m
on
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de
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ti
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od
u
l
e,
an
d
the
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er m
od
ul
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are n
ot
i
ntro
du
c
ed
.
3.2
.1
S
e
lec
t
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of
s
enso
r
s
T
hi
s
pa
pe
r
us
es
CO
-
A
F
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l
p
ha
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t
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arbon
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de
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h
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l
on
gs
to
t
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l
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tr
oc
h
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i
c
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en
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or
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T
he
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ti
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50
n
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p
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r
an
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20
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i
ng
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pi
n
p
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T
he
w
ork
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s
i
s
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c
arbon
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on
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ga
s
throu
gh
th
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f
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l
ter
m
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m
brane
tak
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ox
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da
t
i
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on
w
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t
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ec
tr
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a
c
urr
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s
i
g
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proport
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on
al
t
o t
h
e c
on
c
e
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ati
o
n o
f
th
e
ga
s
[
14
]
.
1
2
3
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T
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N: 1
69
3
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3.2
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Des
ign
of
meas
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r
in
g
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r
cuit
Car
bo
n
m
on
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i
d
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m
ea
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urem
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t
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i
r
c
ui
t
prin
c
i
p
l
e
di
a
gra
m
i
s
as
s
ho
wn
i
n
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i
gu
r
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6
.
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h
en
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c
o
nc
en
tr
at
i
o
n
of
c
arb
o
n
m
on
ox
i
de
c
ha
n
ge
s
1p
p
m
,
the
c
ha
ng
e
of
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pi
n
c
urr
en
t
of
th
e
wor
k
i
ng
el
ec
tr
od
e
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E
i
s
l
es
s
tha
n
90
n
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o
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t
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s
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gh
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r
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am
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or
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e
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ul
tr
a
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as
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e
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i
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al
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f
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V/
℃
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n
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t
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t
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t
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ai
l
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om
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o
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l
am
p
l
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f
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c
ati
on
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e
qu
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ts
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i
g
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6
.
P
r
i
nc
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pl
e
Di
ag
r
am
of
Car
bo
n
Mo
n
ox
i
d
e M
ea
s
urem
en
t Ci
r
c
ui
t
3.2
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Des
ign
of
M
CU cir
cuit
of
det
ec
t
ion
mo
d
u
le
MCU
de
t
ec
ti
o
n
m
od
ul
e
i
s
a
s
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c
on
tr
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en
t
er
,
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t
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f
or
the
a
m
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f
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a
l
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s
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al
f
or
da
ta
ac
qu
i
s
i
ti
o
n,
proc
e
s
s
i
ng
,
etc
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a
f
ter
the
c
om
pl
eti
o
n
of
the
c
al
c
ul
ati
on
wi
l
l
be
m
ea
s
ured
v
a
l
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d
th
e
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ai
n
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oa
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om
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un
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to
ac
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v
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nf
orm
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on
tr
an
s
m
i
s
s
i
on
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r
c
ui
t s
c
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m
ati
c
di
ag
r
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s
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ho
wn i
n Fi
gu
r
e
7
.
F
i
g
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7
.
C
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r
c
ui
t
S
c
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m
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Dete
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ti
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Evaluation Warning : The document was created with Spire.PDF for Python.
IS
S
N: 16
93
-
6
93
0
T
E
L
KO
M
NIK
A
V
ol
.
15
,
No
.
4
,
D
ec
em
be
r
20
17
:
19
9
7
-
2006
2002
4.
F
u
z
z
y
E
v
aluat
ion
M
o
d
e
l
of
A
i
r
Q
u
ali
t
y
A
t
pres
en
t,
the
the
oret
i
c
al
r
es
ea
r
c
h
on
the
e
v
a
l
ua
t
i
o
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of
ai
r
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l
i
t
y
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s
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t,
T
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us
ua
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s
to
s
et
th
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up
pe
r
a
nd
l
o
w
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bo
un
ds
on
the
r
el
ate
d
pa
r
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r
s
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al
arm
i
s
i
s
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ter
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e
l
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m
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s
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c
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de
d
a
nd
th
e
l
i
m
i
ted
r
an
g
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s
grad
ed
[
15
]
.
Due
to
t
h
e
c
om
pl
ex
i
t
y
o
f
the
c
l
os
ed
en
v
i
r
on
m
en
t,
th
e
ti
m
e
c
on
t
i
nu
i
t
y
of
the
r
el
a
ted
pa
r
am
ete
r
s
,
s
om
eti
m
es
the
c
om
f
ort
of
the
w
ho
l
e
c
l
os
e
d
en
v
i
r
on
m
en
t
c
an
be
c
ha
n
ge
d
b
y
on
l
y
on
e
i
nd
i
c
ato
r
[
16
]
.
T
o
thi
s
en
d,
th
i
s
pa
pe
r
s
tud
i
es
the
us
e
of
f
uz
z
y
m
ath
em
ati
c
s
the
or
y
to
e
v
a
l
u
ate
ai
r
qu
al
i
t
y
i
n
c
l
os
ed
e
n
v
i
r
o
n
m
en
t.
T
h
e
s
tr
uc
ture
di
ag
r
am
of
ai
r
qu
al
i
t
y
ev
al
ua
t
i
on
i
n
c
l
os
ed
e
nv
i
r
on
m
en
t
ba
s
ed
on
f
u
z
z
y
m
ath
e
m
ati
c
s
i
s
i
l
l
us
tr
ate
d i
n Fi
gu
r
e
8
[
17
]
-
[
18
]
.
In
F
i
gu
r
e
8,
n
s
i
s
the
i
nf
l
ue
nc
i
ng
f
ac
tor,
tha
t
i
s
,
the
de
ter
m
i
ni
ng
f
ac
tors
o
f
ai
r
qu
al
i
t
y
i
n
c
l
os
ed
e
nv
i
r
on
m
en
t,
n
i
s
the
wei
g
ht
f
ac
tor,
w
h
i
c
h
i
s
the
wei
g
ht
of
th
e
c
orr
es
po
n
di
n
g
i
nf
l
u
en
c
e
f
ac
tor,
P
i
s
the
w
e
i
g
ht
s
et,
R
i
s
the
c
orr
el
at
i
on
m
atri
x
,
Q
i
s
the
ai
r
qu
a
l
i
t
y
as
s
es
s
m
en
t
c
r
i
teri
a
i
n
c
l
os
ed
e
nv
i
r
on
m
en
t.
T
he
ev
a
l
ua
ti
o
n
a
l
g
orit
hm
of
ai
r
q
ua
l
i
t
y
i
n
c
l
os
ed
en
v
i
r
o
nm
en
t
i
s
as
f
ol
l
o
w
s
:
F
i
r
s
t
of
al
l
,
to
de
term
i
ne
the
r
el
e
v
an
t
i
m
p
ac
t
f
ac
tors
,
ac
c
urate
po
s
i
t
i
on
i
ng
of
the
i
m
pa
c
t
f
ac
tor
c
an
ac
c
urate
l
y
gi
v
e
the
a
i
r
qu
a
l
i
t
y
as
s
es
s
m
en
t
o
f
the
c
l
os
ed
en
v
i
r
on
m
en
t, T
he
i
nf
l
ue
nc
e
f
ac
tors
de
s
i
g
n
ed
i
n
th
i
s
pa
pe
r
c
an
r
ef
er
to
T
ab
l
e
2
k
e
y
tec
hn
i
c
a
l
i
n
di
c
at
ors
;
s
ec
on
dl
y
,
d
ue
to
di
f
f
erent
i
nf
l
ue
nc
e
f
ac
tors
ha
v
e
di
f
f
erent
i
nf
l
u
en
c
e
o
n
the
i
m
pa
c
t
of
the
c
l
os
ed
en
v
i
r
o
nm
e
nt,
i
t
i
s
r
eq
u
i
r
ed
t
o
gi
v
e
th
e
w
ei
gh
t
of
di
f
f
erent
f
ac
tors
m
,
w
e
i
g
ht
c
an
be
us
e
d
to
m
ea
s
ure
t
he
i
nf
l
ue
nc
e
of
the
r
el
ate
d
f
ac
tors
on
the
ai
r
qu
al
i
t
y
i
n
c
l
os
ed
e
n
v
i
r
o
nm
en
t;
ag
ai
n,
ac
c
ordi
n
g
to
the
c
ha
r
ac
teri
s
t
i
c
s
of
d
i
f
f
erent
f
ac
tor
s
,
the
c
orr
es
po
nd
i
ng
c
orr
e
l
at
i
on
f
un
c
ti
o
n
i
s
g
i
v
en
,
the
f
u
nc
ti
on
us
es
the
m
ath
em
ati
c
al
p
oi
n
t
of
v
i
e
w
to
q
ua
nt
i
ta
ti
v
e
l
y
r
ef
l
ec
t
t
he
r
e
l
at
i
on
s
h
i
p
be
t
wee
n
the
i
nf
l
u
en
c
e
f
ac
tor
a
nd
t
he
c
l
os
ed
en
v
i
r
on
m
en
t;
f
i
na
l
l
y
,
c
om
prehe
ns
i
v
e
e
v
a
l
u
ati
on
c
r
i
t
eria
,
us
i
n
g
th
e
f
u
z
z
y
tr
a
ns
f
or
m
ati
on
to
c
al
c
ul
a
te
t
he
c
orr
e
l
at
i
on
de
gree,
an
d
the
n
t
he
m
od
el
i
s
us
ed
t
o
e
v
a
l
u
ate
the
ai
r
qu
al
i
t
y
i
n
c
l
os
e
d
en
v
i
r
on
m
en
t.
F
i
g
ure
8
.
B
l
oc
k
Di
ag
r
am
of
A
i
r
Q
ua
l
i
t
y
A
s
s
es
s
m
en
t
i
n
Cl
os
ed
E
nv
i
r
on
m
en
t
T
he
r
el
e
v
an
t
m
ath
em
ati
c
al
m
od
el
i
s
as
f
ol
l
o
w
s
:
It
i
s
as
s
u
m
ed
tha
t
th
ere
ar
e
n
f
ac
tors
af
f
ec
ti
ng
the
ai
r
qu
al
i
t
y
i
n
c
l
os
ed
en
v
i
r
o
nm
en
t,
the
n
i
t
wi
l
l
f
or
m
the
c
orr
es
po
nd
i
n
g
i
nf
l
u
en
c
e
f
ac
tor
s
et
12
{}
n
S
s
s
s
,
the
c
orr
es
po
nd
i
ng
w
ei
gh
t
s
et
12
{}
n
P
,
In
order
to
fac
i
l
i
t
at
e
the
e
v
a
l
u
a
t
i
o
n
o
f
a
i
r
q
u
a
l
i
t
y
i
n
c
l
o
s
e
d
e
n
v
i
r
o
n
m
e
n
t
（
o
b
j
e
c
t
）
w
e
i
g
h
t
c
o
n
v
e
r
s
i
o
n
e
v
a
l
u
a
t
i
o
n
c
r
i
t
e
r
i
a
Q
e
v
a
l
u
a
t
i
o
n
c
o
n
c
l
u
s
i
o
n
1
s
n
s
f
u
z
z
y
t
r
a
n
s
f
o
r
m
a
t
i
o
n
1
s
n
s
PR
w
e
i
g
h
t
s
e
t
P
1
n
c
o
r
r
e
l
a
t
i
o
n
m
a
t
r
i
x
R
Evaluation Warning : The document was created with Spire.PDF for Python.
T
E
L
KO
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A
IS
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N: 1
69
3
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6
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0
Dev
el
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pm
en
t
of
A
i
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i
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Mo
n
i
tori
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S
y
s
tem
i
n C
l
os
e
d E
nv
i
r
on
me
nt
(
Li
B
oc
h
en
)
2003
un
de
r
s
ta
nd
i
ng
of
ai
r
qu
a
l
i
t
y
i
n
c
l
os
ed
en
v
i
r
on
m
en
t,
thi
s
pa
pe
r
di
v
i
d
es
i
t
i
nt
o
5
gra
de
s
:
ex
c
el
l
en
t,
go
od
,
m
ed
i
um
,
po
or
an
d
r
an
ge
,
A
s
s
um
e
tha
t
th
ere
are
m
l
e
v
e
l
s
,
T
he
n
t
he
ev
a
l
u
ati
on
s
e
t
12
{}
m
Y
y
y
y
.
B
y
the
i
m
pa
c
t
f
ac
tor
s
et
12
{}
n
S
s
s
s
,
ac
c
ordi
ng
to
th
e
c
orr
el
at
i
o
n
f
un
c
ti
on
,
a
f
uz
z
y
m
ap
pi
ng
f
r
om
S
to
Y
c
a
n
be
c
on
s
tr
uc
te
d,
a
nd
the
n
c
an
ge
t
the
c
orr
el
at
i
o
n
de
gr
ee
m
atri
x
R.
1
1
1
2
1
2
1
2
2
2
12
m
m
n
n
n
m
Y
Y
Y
Y
Y
Y
R
Y
Y
Y
(
1
)
A
c
c
ordi
n
g t
o
th
e
R
to
Y
f
u
z
z
y
m
ap
p
i
ng
c
an
be
f
ou
n
d
:
Q
P
R
,
Q
f
or
the
1
m
order
m
atri
x
, whi
c
h
i
s
ba
s
ed
o
n
thi
s
a
l
go
r
i
thm
to
ge
t
th
e
A
i
r
qu
a
l
i
t
y
gra
de
.
E
ac
h
e
l
em
en
t
of
the
m
atri
x
r
ep
r
es
en
ts
the
s
pe
c
i
f
i
c
grav
i
t
y
of
th
e
c
orr
es
po
nd
i
n
g
l
ev
el
,
tak
i
ng
the
l
e
v
e
l
of
l
arger
el
em
en
t
v
a
l
ue
as
t
he
f
i
na
l
l
e
v
el
of
c
l
os
ed
en
v
i
r
o
nm
en
t
.
T
he
es
tab
l
i
s
hm
en
t o
f
c
orr
el
at
i
o
n f
un
c
ti
o
n i
s
as
f
ol
l
o
ws
:
ex
c
el
l
e
nt
：
1
2
1
1
2
21
2
1
e
0
u
i
i
ii
i
ue
eu
y
u
e
ee
e
(
2
)
good
：
1
1
12
21
2
3
23
32
3
0
e
e
0
u
i
i
i
i
i
i
i
ue
ue
ue
ee
y
eu
ue
ee
e
(
3
)
m
ed
i
u
m
：
2
2
23
32
3
4
34
43
4
0
e
e
0
u
i
i
i
i
i
i
i
ue
ue
ue
ee
y
eu
ue
ee
e
(
4
)
poor
：
3
3
34
43
4
5
45
54
5
0
e
e
0
u
i
i
i
i
i
i
i
ue
ue
ue
ee
y
eu
ue
ee
e
(
5
)
Evaluation Warning : The document was created with Spire.PDF for Python.
IS
S
N: 16
93
-
6
93
0
T
E
L
KO
M
NIK
A
V
ol
.
15
,
No
.
4
,
D
ec
em
be
r
20
17
:
19
9
7
-
2006
2004
r
an
ge
：
4
4
5
4
5
54
5
0
e
1
u
i
i
ii
i
ue
ue
y
u
e
ee
e
(
6
)
In
the
f
or
m
ul
a,
i
i
s
the
r
el
a
t
ed
el
em
en
t
of
the
i
nf
l
ue
n
c
e
f
ac
tor,
an
d
i
e
i
s
the
s
tan
d
ard
v
a
l
ue
of
the
i
f
ac
tor,
an
d
i
u
i
s
the
ac
tua
l
m
ea
s
ure
m
en
t
v
a
l
u
e
of
the
i
nf
l
u
en
c
e
f
ac
tor
of
the
i
.
T
he
c
orr
es
po
nd
i
ng
f
un
c
t
i
on
c
ur
v
e
i
s
s
ho
w
n
i
n
Fig
ure 9.
(
a) ex
c
el
l
e
nt
(
b) goo
d
(
c
)
m
ed
i
um
(
d) poo
r
F
i
g
ure
9
.
C
orr
el
a
ti
o
n
F
u
nc
ti
on
Cur
v
es
T
he
m
ea
s
ured
da
ta
are
br
ou
gh
t
i
nt
o
the
c
orr
es
po
nd
i
ng
c
orr
el
at
i
o
n
f
un
c
ti
on
,
a
n
d
the
n
we
c
an
f
i
nd
t
he
c
orr
el
ati
on
de
gree
ij
y
whi
c
h
i
s
r
el
at
e
d
to
th
e
c
orr
es
po
n
di
n
g
l
e
v
e
l
of
ea
c
h
i
nf
l
ue
nc
e
f
ac
tor,
s
o
the
c
o
r
r
el
ati
on
de
gre
e
s
et
i
s
1
2
3
4
5
{
,
,
,
,
}
i
i
i
i
i
i
R
y
y
y
y
y
,
w
hi
c
h
c
an
c
al
c
u
l
ate
the
c
orr
el
ati
on
m
atri
x
.
In
thi
s
p
ap
er,
t
he
c
on
tr
i
bu
ti
on
r
a
te
i
s
us
e
d
to
c
al
c
u
l
ate
th
e
i
nf
l
u
en
c
e
d
eg
r
ee
on
ai
r
qu
a
l
i
t
y
b
y
i
m
pa
c
t
f
ac
tor,
an
d
the
f
or
m
ul
a
(
7)
i
s
us
ed
to
as
s
i
gn
the
wei
g
ht,
n
i
s
the
nu
m
be
r
o
f
the
c
orr
es
po
nd
i
ng
i
m
pa
c
t fa
c
tors
i
n f
orm
ul
a.
1
/
/
ii
n
ii
i
ue
P
ue
(
7
)
0
e
1
e
2
e
3
e
4
e
5
1
1
i
y
0
e
1
e
2
e
3
e
4
e
5
1
2
0
e
1
e
2
e
3
e
4
e
5
1
3
0
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1
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2
e
3
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4
e
5
1
4
Evaluation Warning : The document was created with Spire.PDF for Python.
T
E
L
KO
M
NIK
A
IS
S
N: 1
69
3
-
6
93
0
Dev
el
o
pm
en
t
of
A
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r
Q
ua
l
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ty
Mo
n
i
tori
ng
S
y
s
tem
i
n C
l
os
e
d E
nv
i
r
on
me
nt
(
Li
B
oc
h
en
)
2005
5.
S
y
st
em
T
es
t
E
xp
er
im
ent
and
Result
A
n
al
y
s
is
Ind
o
or
ai
r
q
ua
l
i
t
y
c
l
as
s
i
f
i
c
at
i
on
i
s
the
ba
s
i
s
f
or
the
e
v
a
l
ua
ti
on
of
i
n
do
or
ai
r
q
ua
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2006
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Ref
er
en
ce
s
[1
]
Su
n
J
i
p
i
n
g
.
T
e
c
h
n
o
l
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g
i
e
s
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m
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J
o
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rn
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l
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Chi
n
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Coa
l
So
c
i
e
ty
.
2
0
1
0
;
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5
(
1
1
):
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-
4.
[2
]
Fa
n
g
X
i
k
u
n
.
Dis
c
u
s
s
i
o
n
o
n
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n
d
o
o
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a
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l
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o
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.
Res
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s
Ec
o
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o
m
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z
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&En
v
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l
Pro
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t
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o
n
.
2
0
1
3
;
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:
1
6
6
-
1
6
6
.
[3
]
ZHAO
Han
h
o
n
g
.
A
n
a
l
y
s
i
s
o
f
i
n
d
o
o
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.
Che
m
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l
En
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M
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m
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t
.
2
0
1
3
;
1
2
:
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9
0
-
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9
0
.
[4
]
F
AN
Ao
b
o
,
T
IE
Zh
i
x
i
n
,
W
U
M
i
n
g
c
h
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g
,
e
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l
.
Des
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g
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o
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Zh
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i
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S
c
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T
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c
h
Un
i
v
e
rs
i
ty
.
2015
;
3
3
(5
)
:
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8
2
-
3
8
9
.
[5
]
Y
AN
G
Sh
a
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.
T
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Hun
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n
:
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n
a
n
Un
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ty
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0
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.
[6
]
SHI
Hon
g
j
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n
.
Re
s
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n
d
d
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Te
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In
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A
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ti
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.
2
0
1
3
;
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2
.
[7
]
J
IA
Q
i
a
n
g
.
Re
s
e
a
r
c
h
a
n
d
d
e
s
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a
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Sc
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.
2
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[8
]
G
E
Zh
o
n
g
q
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,
Q
I
Hai
f
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n
g
,
Z
HAN
G
Hen
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l
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M
o
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2
0
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3
;
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6
(
7
):
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.
[9
]
ZHANG
Hai
q
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g
.
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m
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0
]
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[1
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]
DING
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b
o
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ANG
Ruy
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]
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Ao
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o
,
T
IE
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x
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M
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