9.nin-ideal_flow (1)
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NON-IDEAL FLOW
Residence Time Distribution
A. Sarath Babu
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SCO E!
" Desi#n o$ non-idea% reactors
" Identi$& the 'ossib%e de(iations
" )easurement o$ RTD
*ua%it& o$ mi+in#
" )ode%s $or mi+in#
" Ca%cu%atin# the e+it con(ersion in 'ractica%reactors
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ractica% reactor 'er$ormance de(iates $rom thato$ idea% reactor,s !
" ac ed bed reactor Channe%in#" CSTR / Batch Dead 0ones1 B&'ass" FR de(iation $rom '%u# $%o2 dis'ersion" De(iation in residence times o$ mo%ecu%es" the %on#itudina% mi+in# caused b& (ortices andturbu%ence"Fai%ure o$ im'e%%ers 3mi+in# de(ices
4o2 to desi#n the ractica% reactor 55What desi#n e6uation to use 55A''roach! 789 Desi#n idea% reactor
7:9 Account3correct $or de(iations 3
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De(iations
In an idea% CSTR1 the reactant concentration is uni$orm
throu#hout the (esse%1 2hi%e in a rea% stirred tan 1 thereactant concentration is re%ati(e%&high at the pointwhere the feed enters and low in the stagnant regionsthat de(e%o' in corners and behind ba$$%es.
In an idea% '%u# $%o2 reactor1 a%% reactant and 'roductmo%ecu%es at an& #i(en a+ia% 'osition mo(e at the same ratein the direction o$ the bu% $%uid $%o2. 4o2e(er1 in a rea%'%u# $%o2 reactor1 $%uid (e%ocit& 'ro$i%es1 turbu%ent mi+iand mo%ecu%ar di$$usion causemolecules to move withchanging speeds and in different directions.
The de(iations $rom idea% reactor conditions 'ose se(era%
'rob%ems in the desi#n and ana%&sis o$ reactors. 4
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ossib%e De(iations $rom idea%it&!
Short Circuitin# or B&- ass Reactant $%o2s into the tan throu#h thein%et and then direct%& #oes out throu#h the out%et 2ithout reactin# i$ thein%et and out%et are c%ose b& or i$ there e+ists an eas& route bet2een thet2o.
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8. Dead 0one :. Short Circuitin#
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Three conce'ts are #enera%%& used to describe the
de(iations $rom idea%it&!
" the distribution o$ residence times 7RTD9" the 6ua%it& o$ mi+in#
" the mode% used to describe the s&stem
These conce'ts are re#arded as characteristics o$)i+in#.
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Ana%&sis o$ non-idea% reactors is carried out in
three %e(e%s!
First Le(e%!
" )ode% the reactors as idea% and account or
correct $or the de(iationsSecond Le(e%!
" ;se o$ macro-mi+in# in$ormation 7RTD9
Third Le(e%!" ;se o$ micro-mi+in# in$ormation mode%s $or
$%uid $%o2 beha(ior10
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RTD Function!
" ;se o$ 7RTD9 in the ana%&sis o$ non-idea% reactor
'er$ormance )ac )u%%in / Weber 8" Dan 2erts 78?9 or#ani@ationa% structure
" Le(ens'ie% / Bischo$$1 4imme%b%au / Bischo$$1 Wen / Fan1 Shinner
" In an& reactor there is a distribution o$
residence times
" RTD e$$ects the 'er$ormance o$ the reactor
" RTD is a characteristic o$ the mi+in# 11
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)easurement o$ RTD
RTD is measured e+'erimenta%%& b& in ectin# an inert
matreria% ca%%ed tracer at t ? and measurin# itsconcentration at the e+it as a $unction o$ time.
In ection / Detection 'oints shou%d be (er& c%ose to
the reactor 12
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ASS;) TIONS
8. Constant $%o2rate u7%3min9 and $%uid densit& 7#3%9.:. On%& one $%o2in# 'hase.=. C%osed s&stem in'ut and out'ut b& bu% $%o2 on%& 7i.e.no di$$usion across the s&stem boundaries9.
. F%at (e%ocit& 'ro$i%es at the in%et and out%et.>. Linearit& 2ith res'ect to the tracer ana%&sis1 that is1the ma#nitude o$ the res'onse at the out%et is direct%&'ro'ortiona% to the amount o$ tracer in ected.
. The tracer is com'%ete%& conser(ed 2ithin the s&stemand is identica% to the 'rocess $%uid in its $%o2 andmi+in# beha(ior.
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Desirab%e characteristics o$ the tracer!
" non reacti(e s'ecies
" easi%& detectab%e
" shou%d ha(e 'h&sica% 'ro'erties simi%ar to thato$ the reactin# mi+ture
" com'%ete%& so%ub%e in the mi+ture
" shou%d not adsorb on the 2a%%s
" Its mo%ecu%ar di$$usi(it& shou%d be %o2 andshou%d be conser(ed
" co%ored and radio acti(e materia%s are the
most 2ide%& used tracers 14
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T&'es o$ tracer in'uts!
" u%se in'ut
" Ste' in'ut
" Ram' in'ut
" Sinusoida% in'utu%se / Ste' in'uts are most common
Ram' in'ut
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u%se in'ut o$ tracer
In u%se in'ut N? mo%es o$ tracer is in ected in one
shot and the e$$%uent concentration is measured
The amount o$ materia% that has s'ent an amount o$
time bet2een t and t t in the reactor!
N C7t9 ( t 16
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The $raction o$ materia% that has s'ent an amount o$
time bet2een t and t t in the reactor!
dN C7t9 ( dt
=0
0 )( dt t vC N
For 'u%se in'ut
0
)( N N
t t E =
=
0
)(
)()(
dt t C
t C t E
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C cur(e
1)(0
=
dt t E 18
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10
1
)( t timeresidenceahaving Fractiondt t E
t
= 1
1
)( t timeresidenceahaving Fractiondt t E t
>=
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The a#e o$ an e%ement is de$ined as the time e%a'sed
since it entered the s&stem.
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( )12100
.......(22
)(
+++++= nn C C C C C hdt t C 21
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Disad(anta#es o$ 'u%se in'ut" in ection must be done in a (er& short time
" 2hen the c-cur(e has a %on# tai%1 the ana%&sis can #i(e rise to inaccuracies
" amount o$ tracer used shou%d be no2n
" ho2e(er1 re6uire (er& sma%% amount o$ tracer
com'ared to ste' in'ut
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Ste' in'ut o$ tracer
In ste' in'ut the conc. o$ tracer is e't at this
%e(e% ti%% the out%et conc. e6ua%s the in%et conc.
=t
out dt t E C C 0
0 )(
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stepC
t C
dt
d
t E
= 0)(
)(
For ste' in'ut!
Disad(anta#es o$ Ste' in'ut!
" di$$icu%t to maintain a constant tracer conc.
" RTD $n re6uires di$$erentiation can %ead
to errors" %ar#e amount o$ tracer is re6uired
" need not no2 the amount o$ tracer used24
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Characteristics o$ the RTD!
" E7t9 is ca%%ed the e+it a#e distribution $unction
or RTD $unction" describes the amount o$ time mo%ecu%es ha(e
s'ent in the reactor
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Cumu%ati(e a#e distribution $unction F7t9!
=
t
dt t E t F 0
)()(
=t
dt t E t F )()(1
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Relationship between the E and F cur es
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Cumu%ati(e a#e distribution $unction F7t9!
Washout $unction W7t9 8 - F7t9! 28
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E and F Cur(es 2ith b&'assin#
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E and F Cur(es 2ith Dead s'ace
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=0
32/3
3 )()(1 dt t E t t S m
What is the si#ni$icance o$ these moments 55
)oments o$ RTD!
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I$ the distribution cur(e is on%& no2n at a number o$discrete time (a%ues1 t i1 then the mean residence time is#i(en b&!
This is 2hat &ou use in the %aborator&
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Gariance! re'resents the s6uare o$ the distribution
s'read and has the units o$ 7time9:
the #reater the (a%ue o$ this moment1 the#reater the s'read o$ the RTD
use$u% $or matchin# e+'erimenta% cur(es toone $ami%& o$ theoretica% cur(es
S e2ness! the ma#nitude o$ this moment measures the
e+tent that the distribution is s e2ed inone direction or other in re$erence to the mean
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S'ace time (s. )ean residence time!
=0
)( dt t tE t m0v
V =
The S'ace time and )ean residence time 2ou%d be
e6ua% i$ the $o%%o2in# t2o conditions are satis$ied!
" No densit& chan#e
" No bac mi+in#
In 'ractica% reactors the abo(e t2o ma& not be (a%id
and hence there 2i%% be a di$$erence bet2een them.38
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Norma%i@ed RTD $unction E7 9 !
)()( t E E = /t =
=0
)(1 dt t E
=0
)(1 d E
What is the si#ni$icance o$ E7 9 55
4o2 does E7 9 (s. %oo s %i e $or t2o idea% CSTRso$ di$$erent si@es 55
4o2 does E7t9 (s. t %oo s %i e $or t2o idea%CSTRs o$ di$$erent si@es 55
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;sin# the norma%i@ed RTD $unction1 it is 'ossib%e to
com'are the $%o2 'er$ormance inside di$$erentreactors.
I$ E7 9 is used1 a%% 'er$ect%& mi+ed CSTRs ha(enumerica%%& the same RTD.
I$ E7t9 is used1 its numerica% (a%ues can chan#e $ordi$$erent CSTRs based on their si@es.
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RTD in idea% reactors!
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$ d %
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RTD $or idea% FR!)()( = t t E
00)( = t whent 0)( == t whent
=1)( dt t
= )()()( g dt t t g
===0)()( dt t t dt t tE t
m
===0
222 0)()()()( dt t t t dt t E t t mm
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RTD $ id % CSTR!
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RTD $or idea% CSTR!
===0
/ /)( dt tedt t tE t t m
===0
/2
22 )()()(
dt e
t dt t E t t t
m
)ateria% ba%ance on tracer st to 'u%se in'ut!
in out accumu%ation ? (C GdC3dt C7t9 C? e -t3
/
0
/0
/
0
0
)()()(
t
t
t
edt eC
eC dt t C
t C t E
===
=e E )(
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RTD $or FR-CSTR series!
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RTD $or FR CSTR series!
For a 'u%se tracer in'ut into CSTR the out'ut
2ou%d be ! C7t9 C?e-t3 s
Then the out%et 2ou%d be de%a&ed b& a time ' at the
out%et o$ the FR. RTD $or the s&stem 2ou%d be!
pt t E
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I$ the 'u%se o$ tracer is introduced into the FR1
then the same 'u%se 2i%% a''ear at the entrance o$
the CSTR ' seconds %ater. So the RTD $or FR-CSTR
a%so 2ou%d be simi%ar to CSTR- FR.
Thou#h RTD is same $or both1 'er$ormance is
di$$erent
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R t d %i # 2ith RTD!
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Reactor mode%in# 2ith RTD!
I. 0ero 'arameter mode%s!
7a9Se#re#ation mode%7b9)a+imum mi+edness mode%
II. One 'arameter mode%s!7a9Tan s-in-series mode%
7b9Dis'ersion mode%
III. T2o 'arameter mode%s!
)icro-mi+in#mode%s
)acro-mi+in#mode%s
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S i d % 2 / 02i i 1 8 9
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Se#re#ation mode% 7Dan 2erts / 02ieterin#1 8H9
Characteristics!" F%o2 is (isua%i@ed in the $orm o$ #%obu%es
" Each #%obu%e consists o$ mo%ecu%es be%on#into the same residence time
" Di$$erent #%obu%es ha(e di$$erent Res. Times
" No interaction3mi+in# bet2een di$$erent%obu%es
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)ean con(ersion o$ #%obu%es s'endin# bet2een t and t dt in the reactor
7Con(ersion achie(ed a$ter s'endin# a time t in the reactor9
7Fraction o$ #%obu%es that s'end bet2een t and t dt in the reactor9dt t E t x xd )()(
_ =
=0
_
)()( dt t E t x x
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) ( i i FR i # S # # i d %!
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)ean con(ersion in a FR usin# Se#re#ation mode%!
E+am'%e! A R1 I order1 Constant densit&
Order I for et x kt =1)(
==00
_
)(1)()1( dt t E edt t E e x kt kt
k kt edt t e x
== 1)(10
_
)ean con(ersion 'redicted b& Se#re#ation mode%matches 2ith idea% FR
55
) ( i i CSTR i # S # # ti d %!
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)ean con(ersion in a CSTR usin# Se#re#ation mode%!
E+am'%e! A R1 I order1 Constant densit&
==0
/
0
_ /)(1 dt eedt t E e x t kt kt
k
k x
+=
1
_
)ean con(ersion 'redicted b& Se#re#ation mode%matches 2ith idea% CSTR
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) ( i i ' ti % t i #
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)ean con(ersion in a 'ractica% reactor usin#
Se#re#ation mode%!
E+am'%e! A R1 I order1 Constant densit&
==00
_
)(1)()( dt t E edt t E t x x kt
" conduct tracer e+'eriment on the 'ractica% reactor" measure C7t9 and e(a%uate E7t9
" '%ot and e(a%uate mean con(ersion
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T i i 7TIS9 ) d %!
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Tan s in series 7TIS9 )ode%!
)ateria% ba%ance on the I reactor $or tracer!
G8 dC83dt -( C 8
C8 C? e+'7-t3
89
)ateria% ba%ance on the II reactor $or tracer!
G: dC: 3dt ( C 8 ( C: dC: 3dt C: 3 : C?e+'7-t3 :9 : 58
/0 ttC ttC /2
0
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2/
2
02
t e
t C C = it
i
et C
C Similarly
/2
03 2
=
it
i
et
dt t C
t C t E
/3
2
03
33
2)(
)()( ==
For n e6ua% si@ed CSTRs!it
ni
n
en
t
t E
/1
)1()(
= 59
Tota% n t3 n t3
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Tota% n i t3 n t3 i
n
nt
n
i
n
i e
n
nne
n
t n E E i
=
==
)1(
)(
)1(
)()(1
/1
As the number becomes %ar#e1the beha(ior o$ the s&stema''roaches that o$ FR
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The Dis'ersion )ode%!
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The Dis ersion )ode%!
" The Dis'ersion )ode% is used to describe non-idea% FR
" A+ia% dis'ersion is ta en into consideration
" Ana%o#ous to Fic ,s %a2 o$ di$$usion su'erim'osed on the
$%o2
Da Di$$usi(it& coe$$icientJ ; su'er$icia% (e%ocit&J
L Characteristic %en#th63
Bac mi+in# or dis'ersion1 is used to re'resent the combined action o$ a%%'h 1 %& % % di$$ i 1 b % i i #1 d
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Idea% %u# $%o2
'henomena1 name%& mo%ecu%ar di$$usion1 turbu%ent mi+in#1 and nuni$orm (e%ocities1 2hich #i(e rise to a distribution o$ residence times inthe reactor.
I$ the reactor is an idea% '%u# $%o21 the tracer 'u%se tra(erses throu#hthe reactor 2ithout distortion and emer#es to #i(e the characteristicidea% '%u# $%o2 res'onse. I$ di$$usion occurs1 the tracer s'reads a2a&$rom the center o$ the ori#ina% 'u%se in both the u'stream anddo2nstream directions.
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C%osed (esse% Dis'ersion )ode%!
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C%osed (esse% Dis ersion )ode%!
Da Dam oh%er number C?n-8
)1(22
22
2r Pe
r r m
e Pe Pet
=
2/22/2
2/
)1()1(4
1 !Pe!Pe Pe
e!e!!e
x +=
Pe "! a /41 +=
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"he #$a#is% labeled &&'acro'i#in()) 'easures the breadth o* the residenceti'e distribution+ ,t is -ero *or piston *low% *airl. broad *or the e#ponentialdistribution o* a stirred tan/% and broader .et *or situations in ol in(b.passin( or sta(nanc.+
"he .$a#is is 'icro'i#in(% which aries *ro' none to co'plete+ icro'i#in(e**ects are uni'portant *or piston *low and ha e 'a#i'u' i'portance *orstirred tan/ reactors+
ell$desi(ned reactors will usuall. *all in the nor'al re(ion bounded b. thethree ape#es% which correspond to piston *low% a per*ectl. 'i#ed "R% and
a co'pletel. se(re(ated "R+69
ithout e en 'easurin( the R" % li'its on the per*or'ance o* 'ost real
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reactors can be deter'ined b. calculatin( the per*or'ance at the threeape#es o* the nor'al re(ion+
"he calculations re uire /nowled(e onl. o* the rate constants and the'ean residence ti'e+
hen the residence ti'e distribution is /nown% the uncertaint. aboutreactor per*or'ance is (reatl. reduced+
real s.ste' 'ust lie so'ewhere alon( a ertical line in or'al Re(ion+
"he upper point on this line corresponds to 'a#i'u' 'i#edness andusuall. pro ides one bound li'it on reactor per*or'ance+
hether it is an upper or lower bound depends on the reaction'echanis'+
"he lower point on the line corresponds to co'plete se(re(ation andpro ides the opposite bound on reactor per*or'ance+
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ANYCLARIFICATIONS ?
Kuhn, Thomas. . . no theory ever solves all the puzzles with which it is confronted at
agiven time; nor are the solutions already achieved often perfect.