a copy to be downloaded by an individual for the purpose of research and
private study only. The thesis may not be reproduced elsewhere without
the permission of the Author.
A QUANTITATIVE ��ODEL FOR TITF. DESIGN OF A PROCESSED INFANT FOOD
PRODUCT FOR THAILAND
A the sis pre se nte d i n part ial f ul filmen t o f the re qui rements for t he degre e of Ph.D.
i n Produ c t Devel opmen t a t t<as.sey Uni versi ty
Pat c hree Chi ttapo rn 1977
ABSTRACT
A quan t itative model was developed to d e sign a
processed in fant food product for rl'hailand. Linear
programming was u s e d a s a basi s for the mode l . The
model c an s e l e c t n o t only t he raw ma t e rial s but al s o the proces s, t aking into cQns i d e ra ti on the nutri t i onal
requirements of i n f, n t s and th e product ac c eptabili t y. Furth e rm o re , any chan ges in the raTI M2terials, process and
product quality can be easily studied Dith the model.
The model �as developed in three consecutive steps.
Firstly, the Thai infant's nutritionnl rnquirements, and
the cornposi tions and c ost,s of sui l.:· hle indigcn ou c Th.1i ra\•:
material s were included in the linear proe;rammine; mode l. Secondly, the e f fe c t o f hent processing on the d e s t ru c t ion o f the required nutrients was consi dered for d i f ferent processe s and the nutritional constraints in t he m od e l
were m od i fie d t o a l l ow
f
o r t h e l ocse s d urin g pr ocessing. A mixture o f raw m a t e rial s was chosen by the m o d e l for e ac h pro c e ss and t h e most s u i t a b l e c ombination o f pro c e s s and raw mat e rial s was selec t e d. Final ly, eating qual i t i e s were inc l ud e d in the model whic h enable d the mode l to s el e c t the raw mate rial s not onl y s ubje c t t o the modi fi e dnu tri t i onal c on st raint s but also t o the r e quir e d e at i n g qual i ty.
T o incl ud e the l os s e s o f n utrient s d�ring h e a t pro c e s sing , dat a o n the d e s t ruc t i on o f nutrients b y h e at
proce ssing we re c ol l e c t e d from the literature t o pre d i c t t he reac t i on rate c ons t an t s a t d i f fe r ent tempe ra t ur e s . First o rder r ea c t i on kinetics were a ssumed. The
iii.
Arrhenius r e lati onsh ip be t we en t h e r eaction rate c on s t an t and t h e re c i pro c al o f t he abs o lu t e tempe rature wa s f oun d t o be Gen e r al l y t ru e f or the destruction of all vi t anins and e ssen t i al amino ac i d s. Th e lo;,Ecs o f vi tamins and amin o ac i d s during a pro c es s were thu s c al c ul at e d fr o n the Arrhenius relat ion ship using the t i me and t emp erature
hi st ory o f t h e procecs4
By including t h ese l o s se s o f nutri en t s int o the nutriti on al c onst rain t s in the mo de l , their effects on the nut ri t i onal composit ion and cost of the formulation were c ompared for rlifferent procc�r�r and a choice was made of the mo st suitable process. :evcr�l cooking an d
d e h yd r at i on proc esses whi c h c o uld be used for in fan t f o od proc essing in Thail and w ere compared and b at c h c o oki ng
fol lo we d by d r u m drying was f ou nd t o be be st.
Con s umer eval u a t i on o f t he dru m dri ed p rodu c t s u ggest e d a need for i mp r o veme n t in t h e t a s t e and c ol our o f the pr oduc t . Constrain ts restric t ing the s e l e c t ion o f s u gar and of ra w m at eri al s with st rong c ol ours we re
inc l ud e d in the m odel , and a m ore ac c eptable produc t was obtain e d.
Thi s model c an be used n o t only t o formul a t e an a c c e p t ab l e mi xt ure of ra w m a t e ri al s f or any pro c e s s but
also to c ompare di f fe rent proc e s ses for the produc t i on o f an ac c ep t able and c h e ap in fant food.
A C I JO'.'JLED GEJv�ENT S
T his re se arch, forming a co operative re se arch programme be tween F o od T echn ol ogy Department, Mas s e y University a n d Chemical T echnol ogy Department,
Chulal ongko rn Unive rsi ty, was sponsored by the New Ze al and Calumba Plan Sch olarship. The sp onsorship would have n o t b e en possibl e t o obtain wi thout the initial s upport by Dr. Mary D. Earle and the Food Techn olo gy Depar tment.
The s ucce s s of this research was due t o the e xperi ence and c on fidence of my supervisor, Dr. �ary D. Earle, whom I shall alway s be grateful and in p�rticular for h e r untiring in t erest , p atience and encourar0mcnt.
I al s o wish to express my appreciation t o various pe ople, who assist e d thi s rese2rch in many ways. In
particular I would like to t hank:
Pro f e s s or R.L. Earl e and Dr. G.�. �al lace for their valuable discussion, wil ling assistance and e ncouragemen t.
Pro f e s s o r A. Valyase vi, Dr. S. Dhanamitt a,
Pro fe ss o r M. Robins on , Dr . N. Swindle and Dr. M. Hardy f o r advice and comment on in fant nu t riti onal re quiremen ts.
Dr. W. Edwardson and Dr. A. And e rson for t heir valuable criticism and encouragement.
Pro f e s s or R. Richard s f o r p roviding the facilities. Es s o Re finery Company, Thailand for the u s e o f t h e I BH compu t e r •
. .
Als o t o Tipwanna and Kan j ana for their assistance in
I
carrying out the consumer survey, the �hai students in Pal:r1erston North 1vho participated in the consumer pP.nel;
and in particular to Sripanya, �aowaluk, Kalaya, Pantipa and Pi:r1pan for their time and effort in proof readinc.
v.
Finally, I ·Hould like to t1v1.nk my typists, Frs. Chris
�olda\my for her efficiency, skill and patience and 2.lso to Mrs. !-eather Devere and �oncluk for takinG part in some
of the typing.
Pntchree Chittaporn July, 1977
Cm:TENTS
'I'AELES
FIGURES
1 • THE NEED FOI< JIY. H�FJI.Wl' FOOD p· TFJ\IL./\ND 1 • 1
1 .2 1 • 3 1 .4 1.5 1 • 6
R e l e van t i n f ormDtion on Th�iland
N utritionDl s t a t us of infant in Thail and
Reviews on infant fe e d in g pr�ctice s in Thailand Inves tigation on fe eding p�t lern s
The type s of infQnt food 0vailable i n Thailand The need for nutritional infnnt food
2. DETr.mnNATIO�� oF fiUAH'l'ITA'T'IVF. P1D "•UALI'I'f:TIVE CHAR./\CTF.:RISTICS OF Il'TF r�T F00D
2. 1 2.2 2.3
Infent nutritional rcquirenent
0ualitativc chPrPctcrirtic� of the infant food
Conclusion
3. SETTING iJP rniiE LJT�2I>. R FRC!Gl�l\l1l "PrG ; :ODEL FOR A : IJ1 Fi\f!T FOOD
3.3 3-4
The general line<tr pror;r8r:llninG model
The Thai food r�w materinls
Linear programming model for infant food
Se t ting up the dP ta for solvine th� p roblem by computer
Obt aining solution by computer
C onc l usion
lt. THE DESTRUCTION OF NUTRIENTS ''IITH HEAT PROCESSING
nut rient l o s s e s in food proc e s sing
The ord�r of the react ion s involved in the d e s t ru c t i on of nut rien t s
X XV
1 4 7 10 16 19
23 60 7Lt
78 87
94 97 1 01
103
105 4.3 Reac t i on rat e kine t i c s for nu t rient d e s t ruc t i on 109 4.4 Review on stability o f nutrien t s during heat 111
p r o c e ssing
4.5 4.6 Lt • 7 Lt • 8
Lt • 9 4. 10 Lj .• 1 1 4. 12 L�. 1 3 4 . 14 4. 15 Lj • 1 6 4. 17 4. 18
L1 • 1 9 Lj.20
Lj • 2 1 5 .
5. 1 5.2
5-5
Protein and en: en tinl amino 2cids Fat and linoleic acid
Vitamin A
Vitamin D <:"tnd vitamin K Vitamin E
Ascorbic acid Thiamine
Siboflavin
! �iacin Vitalllin 136
Vitamin B12 Pantothenic acid Folic acid
Choline and biotin
�!inerals
Prediction of t.hc reac tim r:,te concL_nt
Conclusion
rreparation of r�� c�tsri3l�
Predryinf procecs Drying proceoc
Prediction of the nutrient l:J:·�;cc during the
processing Conclusion
6.1 Modificution of the model �ccording to the
losses during the prcdryir..r; f'rocess
6.2 6.3
6.4 6.5
Selection of prcdryinc process
Modification of the model accordine to the
loccec during the drying proceEs
Selection of drying process
Conclusion
7. MODIFICAT IOI'T OF THE LP:F.f\ 1� fW!�-q.f\y'·L G t":ODEL FOR PRODUCT ACCEPTAP.ILJTY
Processing of the final formulation
vi i .
112 13 0 13 1 134 1 3 Lt 13 7 1 Lt2 1Lt7 149 150 152 154 156 158 159 160 175
179 130 1 91
201 213
216 226
229 241 241
244
7.2 7.3
7.4
Jwaluation of the product
l.odification of the model accordinc to the required qualitative characteristics
Evaluation of the modified product
7.5 Processing of the desiened infant food using synthetic raw materials
7.6
8 .
18.2 8.3 8.4 8.5
Conclusion
The scheme
The present achievement
Future work regarding the product Future work recarding tho �odel Conclusion
BIBJ,IOC::RAP�iY .:\PPErDI CES
1
.
Percent2.,:-;c distri butj_or:. of : onthly household expenditure for foods, coods and services l1y region in rur2.l and ur.han nrcn.2.
3.
4.
5.
rreast feeding for infant
(0-1
year)
ConsQmer survey form rarket survey form
The Thai �otification on the quality of infant food
6. Codex Alimentarius draft standard for infant formula
7. The averae;e Heic;ht of rr:ale and female infants 246
248 256
260 263
265 267 268 270 271
273
302 303
304 307
308
313
by age group 322
8. Summary of linear programminc; models in
nutrition problems 323
9. Recorded and estimated yearly production of
raw materials 326
10. List of references for the food compositions 327 11. Raw material composition tables 331
12. 1 3.
Abbreviated names ur.:ed for ro;·1s rmd columns The temperatures and time� collected for different metho�s of drying
1/+• Product ternJ)erntures during V'lCUum drying of to111o.to juice
1 5 . Taste panel form
1 6 . Scoring for the �.JotJ-Jers' opinions
ix .
338 339
345
Tfi.PLES
1. 1 Area and popul2tion by rerion 1 • 2 Income per capita by rocion
1.3 The mortality rate of children 1-4 years of
2 2
age in selected c ountri e s conp�red to Thailand 4 1.4 CD.ses admittcc' ·:ne� de·.ths of infrn1ts by
malnutrition (nu:-nber and j.ic:rconti"3f;c) 1 .5 Percent of PCH in preschool children in
various cate�ories by age in �onths in 4
districts
1.6 Type of food fed to inf. nt (0-1 year)
1 .7 The distribution of tho number o f households in Thailand and the nunber of �others
interviewed in each re�ion
1.8
1.9 Durntion of brer:.ct fccdinc;
1.10 Percentage dirtribution of �ifferent types of solid food introduced to infPnts in 4
rec;ions
1.11 J...z,e of inf<mt nr1en di f fercn L �-oli.d foods are
5
6 9
10 1 1
1 2
1 3
in traduced in vnrious regions 1 L1-
1 • 12 Dairy products [", vai.lable in the market 1 7 1.13 Types of infPnt food other than dAiry products
available in the marl':et
2. 1
2.2
The nutrients specified in the design of infant food
Energy requirement for infants
2o 3 Recommended daily energy intake for Thai infant
2.4 Safe level of protein intake for different age groups of infants
18
25 28
29 30
2.5 Comparison of amino acids in e��' humAn milk
and FAO pattern 2.6
2.8
Estimated requirelllents and ctc1visr-1ble intakes of
n;'tjor minerals nt the :J.CC of Lr to 12 months Renal solutes load of proposed 8pecification S1Jecificc-1tioE r.et for infant f ood
2.9 Number and perc0nt.:tge of different types of
fruits gi VC::1l t·O in frn tf' i:1 l1 re ["iOnS
2.10 �;umber and :per·ccntace of r.1othcrr: rr(: ferring
xi.
34
45 48 58 6 1
different fOrLls of in font food 63 2.1 1 l'Jumber and J_Hn·cr !l L-::Lse of )!'Others prc ferring
different flavours
2.12 J':umber and rercu1tnre of n•'Jtherc pre ferrin g
different colours
2. 1 3 ·:umber a ne pc� ·c��!� t:J r:·e J f !:;o 1 !!Cc 2.·; l'1rc fe rring
c; i f f e re n t c ') n ::-, i r r. cm c i e E..
2.llr "u·:1ber and pc.:·cl:nt::-:r.·e or r.otrtcn ·:,ith
63
c'i ffercn t me t1cods of prer.�rinp food for infa nts 65 2.15 :rur�,ber and pc�'centa·'�e c'i!::·tributi�:m or mothers'
occupation
2.16 ; l umber
and
pc:-·centc;gc of uothers \'Jith different opinions in prep�ring infant f ood2 . 1 7
Number and percentage of facilities2.18 Number and percentage of �others wi th di f fe rent market channels for milk-based
infant food distribution
2.19 The distribution of mothers in c om e s by
di f fe rent r e gions , c omparing t o t he national
66
67 68
70
dist ribut i o n 71
2.20 Number and pe r c e n t age o f mothe rs with
di f fe r e n t a c c e pt abl e pri c e s for d aily fee ding by inc ome c a t e gori e s
2.21 N umbe r and pe rcenta ge o f m o t h e rs wi t h
72 di f fe re n t a c c e pt able pri c e s for daily fe e d ing 73
3. 1 F o od raw m a t e rials and the i r costs , bah t p e r 100 g e dible p o r t i on , u s e d in t h e lin e a r
programming model
3. 2 Di rect nutritional constrain ts
3.3 Nut ri t i onal constr�int requiring lin e ar
expression of interrelationship between nutrj_ents
3.4 Nutritional constraints al bounds found wit h
initial problem file
4.3
4·5
�.6 4-.7
�utritional and raw m8teri�l conpoGitions and cost o f feasible solutions
Reaction rate constants for histidine I?eaction rote constants for iEoleucine }�eaction rate constants for leucine Re9ction rate constants for lysine Reaction rate constants for Methionine
Reaction rate conctants for cystine
f.?e action r D t c conE t �w t .s f nr :;)lll; n ylal an in e Reaction rate conetants for tyrosine
4·9 Reaction ra te constants for threonine
4.10 Reaction rate constants for tryptophan
4.11 r�enction re:-._te constants for vnline
82 90
9 2
98
100
119 120 1 21 1 22 1 24 1 25 1 26 1 26 127 1 28 12 9 4.1 2 Re action ra te constants for cnrotene 133 4.13 Reaction rate constants for vitamin E 137 4. 14 �eac tion rnte constants for �1 1·c orbic acid 140 4.15 Reaction rat e constan t s for thiamine 144
4.16 Reaction rate constants for riboflavin 148 4.17 React i on rat e con s t an t s for ni acin 150 4.18 Re action rate cons t an t s for vitamin B6 152 4.19 Re act ion rate cons t an t s for vitamin B12 153 4.20 R e action rat e const an t s for pan t o thenic acid 156 4.21 Re action rat e cons tant s for folic acid 158
4.22 The estimated activation energy for amino acids and vitamins
4.23 The reaction r?te constants predicted at
temperatures of 90°C to 130°C for amino acids and vitamins
5.1 The renction rate constant for de�truction of trypsin inhibitor
5. 2 Gelatinization ranges of tc:�:pc Y'a t ure for
V.Jrious ste1rches
1::: 3
./•
5-4
Temperature and time diEtribution during heating and cooling for selected batch and continuous p1ocesses
Product temrere1tures and dryin� times selected for vacuum, foam mat and drum dryin g
5.5 The predicted nutrient losses during predrying process at 98°C and 121°C, b�tch �nd continuous process
The predicted nutrient lo�Ee� durin� different methods of drying
The pre dic ted nutrient losses durinf different method .:=: of drying with bnt ch predrying at 98°C
6.1 The modified constraints of n�ino acids and vitaltlins for the predryinr process
6.2
l�utri tional ancl r;l.\'1 m.:tter·ial co�nrosi tions for batch and continuouE procesr at 98°C an d 121°CNutritional und rmv me1tcrial compositions for
ba.tch and continuous procesc :'t 98°C a n d 121 °C
with calcium carbonate added
6.4 The cost of the s o l u t ions and the modi fi c a tions
for predrying process, with and without calcium carbonate
6.5 T he modi fied c on s t rain t s o f amin o acids and
vitamins for di f fe re n t dryin g me thods
6.6 Nutri t i onal and raw mate rial c omposit i on s o f t he soluti ons for d i f fe rent me thods o f d rying
xi i i .
165
166
183
186
190
198
203
209
212
218
220
224
226 229
231
6.7 'l'he re'·tricted constrainb; of the .solutions f0r different drying metho�.s, �ith and without calcium carLonate
6.8 Sumr!1ary on the cost, modification of the constraints and the pcrccntn '"C lor:ses of restricted nutrients for fiffprcnt drying methods
6.9 :Tutritional c:md r0\'J r:1r1 tcr:Lnl c'J:::rositions of the ""Olutions for diffcrcmt l'H"tlJOdS Of
7. 1
procc�sin� �ith added cnlciu� c�rbonate
The classifj_cr:tion of rt'r.• T t�.;ri<.ls nccorcling to different colours o.nti different scores
7.2 Determin�1.tion of the C:iffc rcnt colour intenEi ties in the ini tj_,,l for:!1U1a
7.3 :rutritionnl and raw �aterial compositions and
235
236
238
250
251
costs of the colutionr; \'JitL colour and trste
constr�{in t::..; cOL']· red to the oric;in21 so1ution 256
7 • Lt- The consumer pane1 scores for the original
�nd modified products
7.5 'The consu1 c. r pt1J:c1 scorer:: for the modified indicenous product and calcium corbonate added :rroduct
258
262
FIGURES
3.1 The LinePr pro�ramming mutriY for the design of infant food
L�.1 �el:-1tionshi�--, of re:Jction r:te and tet1perature
89
for isoleucine, cystine, threonine and histidine 1 62
4.2 Relationshir of reaction rnte and temperature for leucine, lysine, methionine and tyrosine
4.3 Relationship of reaction rate and temperature for phenylalanine, tryptophan and valine
4.4 Relationship of reaction rote nnd temperature for thiamine, niacin, folic acid and
vitamin
B 12
4.5 Relntionship of rooction r. te and temperature for vitamin A, vitamin �' arcorbic acid,
163 164
17 1
riboflavin, vitamin E6 and pantothenic acid 1 72
5.
1
Relationship of reaction rate and temperature for destruction of trypsin inhibitor5.2 Relationship of reaction rate and temperature for trypsin inhibitor, tlliCJ!'linc, folic acid
and vi tar�in E
5.3 Comparison of the destruction of trypsin inhibitor, vitamins and bacteria
8. 1 The scheme for the design of infant food
1 8 4
205
206 266
xv.