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A study of some aspects of the quality and yield of cheddar cheese made from milk concentrated by ultraflitration : a thesis presented in partial fulfilment of the requirements for the degree of Doctor of Philosophy in the Department of Food Technology at Massey University

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QUALI TY AND YI ELD OF CHEDDAR CHEESE MADE FROM MILK CONCENTRATED BY ULTRAFILTRATI ON

A the s i s presented in partial ful f i lment of the requirements f or the degree of Doctor of Phi l osophy in the Department of Food Technology at Ma s s ey Univers i ty

MANI IYER 1 9 8 6

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ABSTRACT

Ultraf i l tration ( UF ) i s a concentrati on and s eparation proce s s whi ch oper ates at the molecular l eve l . It has been succes s fu l l y app l i ed to certa i n soft chees e var ieties with the primary advantage of increa s ed yields . When app l i ed to Cheddar , whi ch is a hard var i ety , problems a r e encount ered . The se are lack of f l avour and texture devel opment , l a c k of economic a l ly viable yield increa s e and pra c t i c a l prob l ems in hand l i ng o f UF curd .

An i nvesti gati on was undertaken to s tudy the app l i c a ­ tion of UF technol ogy t o the manufacture o f Cheddar chee s e . The empha s i s was on the biochemi cal and biophy s i c a l probl ems in UF Cheddar and the pos s ib l e yield advantages in making the product .

Res u l t s sugges t that UF per se does not contr i bute to prob l ems i n the qual i ty of UF Cheddar . No ma j or probl ems were encountered in the che e s emaking proces s or in f inal cheese qua l i ty when chees e was made from 2 : 1 UF retentate us ing conventional method a�d equipment . There were , how­

ever , no yield advantages . When 3 : 1 and 5 : 1 r etentates were used , s ome mod i f i c ation in the method of manufacture , parti cula r l y i n the cutting time and cutting device , wa s neces sary .

r etentate retentate cheeses .

The qual ity of cheese obta ined from was f ound to be i n ferior whi l e that from

3 : 1 5 : 1 was comparable with respect to the control

The bi ochemi cal and bi ophysical probl ems a s soci ated with the qua l i ty o f UF Cheddar could be overcome to a l arge extent by ad j usting the amount of starter and rennet a dded on the ba s i s of quantity of milk prior to UF . Th i s y i elds Cheddar of norma l one-day pH but with res idual rennet con­

centration much h i gher than that in the conventional product . The higher leve l is probably requ i r ed to overcome the ' di l ut i on ' ef f e c t of the extra whey proteins present in the UF product . Thi s ' di lution ' e f f ect may be partly due to

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the d i f f ic u l ty of rennet d i f f u s i on i n UF Cheddar and p a r t l y a result o f a decrea s e in concentration of f lavour compounds due to the pres ence of extra whey protein s . The r e s u l t s show that substanti al savings i n rennet a r e not pos s i b l e i n che e s emak i ng from 5 : 1 UF retentate . The r e s u l t s a l s o sugge s t that it i s pos s ib l e t o make U F Cheddar with a r equired r e s idual r ennet concentra t i on by regulating the amount of rennet added to the retentate and drai ning the whey at a predetermined pH .

The y i e ld advantage i n che e s emaking from 5 : 1 retentate ( i f UF Cheddar is made to normal MNFS of 5 3 . 5 % ) was l imited to 4% l a r g e l y becaus e only one third o f the whey protei n s of UF mi lk wa s retai ned in the che e s e . Theoretical analys i s of mas s balance data indicated that thi s yield advantage could be improved to about 6 % by reducing ' f ines ' l o s s e s and t o about 8 % b y decreas ing f a t l o s s e s a s compared with the conventional proce s s .

Given the current state o f UF chee s emak i ng technol ogy , i t i s p os s ible that reductions i n l o s s e s i n conven t i ona l cheese-ma k i ng p lants may prove to be a more prof i t a b l e method o f increas ing yields o f Cheddar che e s e than the u s e

of U F che e s emaking methods .

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( ii i )

ACKNOWLEDGEMENTS

I wi sh to exp r e s s my appr e c i at i on and deep s en s e of gratitude to my chi e f supervi sor , Dr . John L . Le l i ev r e for his guidance i n all aspects of thi s work , his never e n d i ng patience i n h e l p f u l and often long di s cu s s ions and h i s generous help i n the preparation of thi s manus cr i pt .

I am thankf u l to Dr . R . C . Lawrence of the New Z e a l and Dairy Research I n s t i tute , for helpful d i s c u s s i on s , f or providing important guidance during the course o f t h i s pro j ect and f o r h e l p in the preparation of t h e the s i s .

I am grateful to Mr . R . D . Bennett f or providing important experti s e during cheesemaking , for h e l p f u l d i s cu s s i on s , f or s erving on the grading panel f or c h ee s e , for help in the preparation of the the s i s and for qui et l y providing encouragement during t h e cour s e o f thi s pro j e ct .

I grateful l y a cknowledge the guidance of Dr . W . J . Harper o f the New Z e a land Dairy Research I n s t i tute i n the pl anning and d i s cu s s i on on the progre s s of the pro j ec t .

Several members o f the sta f f i n the Food Technol ogy Department , Mas sey Univer s i ty , provided valuable a s s i stance during the cou r s e o f thi s pro j ect . I n particular I would l ike to thank Mrs . Margaret Bewley , Mr s . Judith Cl e la nd ,

( late ) Mr . Terry Gracie , and Mr . Hank van Til . I wi s h to expr e s s my deep s e n s e of gratitude to Dr . K . R . Aiyar and h i s wi fe Ganga f o r prov i ding mor a l support e s pe c i a l l y a t t ime s when I wa s conf ronted with di f f icult s i tuati on s .

A number of s t a f f members at the New Z e a l and Dairy Research Institute provided inval uable help

during t h e ent ire c ourse of th i s pro j ec t . acknowledge the help of the f o l l owing :

and I

guidance grate f u l l y

Dr . L . K . Creamer f o r helpful d i s cu s s ions and a s s i s tance in the anal y s i s of data on proteol ys i s .

Mi s s S andy Dav i s for help i n gel e l ec trophore s i s and

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meas urement o f acid-soluble peptide s .

- - Mr . John G i l l e s , Mr . O . J . Freese and Mr . Frank Dun l o p f o r s e rving on the panel f o r cheese grading a n d f o r h e l p f u l d i s cu s s ion s .

-- Mr . Keith Montgomeri e , Mr . Pat Hogan and Mr . Steve B o l eyn for help during chees emak ing .

-- Mr . Mike O ' Conne l l , Mr . John Bligh , Mr . R . A . Robin s on and Mr . Bruce Duker for a s s i s ting in the ultra f i l tratio n of milk .

-- Dr . He s ter Cooper and her e f f i c i ent team in the s e n s or y evaluat i on l aboratory f o r s en sory evaluat i on o f c h e e s e samp l e s a n d f or stati s t i c a l ana lys i s of the data .

-- Dr . Audrey Jarvi s for helping with the method f o r estimating residual rennet in the cheese .

-- Dr . Lee Huf fman for he l fu l d i s c u s s i on s and for a s s i s ta n c e during s l urrymaking tria l s .

-- Mr s . Julie Ander s on and Mi s s Di anne Shute for hel p i ng in the stat i s ti c a l ana l y s i s of all the data .

Mr . Keith Turner for helpful di s cu s s ions .

Mr . Errol Conaghan for a s s i s tance i n the chemi c a l analy s i s o f s ome o f the samp l e s .

-- Mr . Paul Le Ceve for kind l y provid ing exper t i s e i n t ak i ng photographs and prepar ing s l i de s .

I am thankful to the Di rector , New Z e a l and Research Insti tute for kindly providing f a c i l it i e s research a nd giving me a unique opportuni ty t o work di stingui s h ed s c i enti s t s .

D a i r y f o r w i th

For f inancial a s s i stance , I wish to expr e s s my grati tude to the New Zea land Government for awarding me a Commonwea l th S cholarship ; to the Dean , Facu l ty of Technology , f or providing a r e s earch grant , to the G l ob u s Group ( NZ ) Ltd . f o r the Globus award . I am a l s o thank f u l to Prof . D . Batt , Chemi stry/Biochemi stry Department f or o f f e r i ng a j ob to my wife , Lakshmi ; and to Dr . D . R . K . Hard i ng f or a s s i sting in gett i ng the j ob extended . The sa lary f r om her job provided f inanci a l support i n the l a s t s i x months when I had run out of funds from the Commonweal th

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( v ) S c h o l ar s h i p .

I am grateful to my wi f e , Lakshmi , who helped with the reading , bibl i ography and plotting of the g raphs . proof

Without pro j ect thankful

her mora l s upport , the ta sk o f comp l e t i n g the would have been exceedingly d i f f i cul t . I am a l s o t o a l l our f ami l y members i n I nd i a f o r the encouragement and mor a l s upport .

Thanks are a l so due to my f r i ends and f e l l ow p o s t ­ graduates for h e l p and encouragement .

Fina l ly , thanks to Mrs . G r i selda B l a z ey f o r h e r patience a n d excel l ence i n t h e typing o f thi s thes i s .

Mani Iyer August 1 9 8 6 .

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Abstract

Acknowledgement s L i s t of Tab l e s L i s t o f Figures

List of Abbreviations u s ed

Chapter 1 : Introduction

CONTENTS

Chapter 2 : A review of a spects of chee s emak ing u s ing

Page No . ( i ) ( i i i ) (X) ( xi i ) ( xviJ.

)

1

milk concentrated by ultra f i ltration 3

2 . 1 S cope o f the review 3

2 . 2 Princ i p l e s of UF 3

2 . 3 Ef fects of UF on the components of mi l k 5 2 . 4 Advanta g e s o f u s i ng UF milk i n chee s emaking 6 2 . 5 Manufacture of d i f f e r ent che e s e vari e t i e s f r om

UF concentrated milk 8

2 . 6 Problems in the app l i cation o f UF to Cheddar

chee s emak ing 9

Chapter 3 : S cope and objective s o f the pres ent

inves t igation 1 8

Chapter 4 : Ef fect of ultrafi ltration per se on the

quality and yield of Cheddar chees e 1 9

4 . 1 I ntroduction 1 9

4 . 2 Exper imental plan 1 9

4 . 3 Expe r imental 1 9

4 . 4 Anal yti ca l methods 2 3

4 . 5 Resul t s and d i s c u s s ion 2 9

4 . 6 Concl u s i on 3 9

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( vi i )

Chapter 5 : E f f ect of use of 2 : 1 ultraf i ltered milk on the qua l i ty and yield of Cheddar chees e 4 1

5 . 1 Introduction 4 1

5 . 2 Exper imental 4 1

5 . 3 Anal yt i c a l methods 4 3

5 . 4 Res u l t s and d i s c u s s i on 4 3

5 . 5 Impl i c a t i on s 5 1

Chapter 6 : E f f ect of whey protei n s on the qua l i ty of

Cheddar cheese 5 2

6 . 1 Introduct i on 5 2

6 . 2 Section 1 : Addition of whey protein powder to

che e s emilk 5 3

6 . 2 . 1 I ntroduction 5 3

6 . 3 Section 2 : Addition of whey protein powder to

parti a l l y ultra f i l tered mi lk 5 5

6 . 3 . 1 I ntroduction 5 5

6 . 3 . 2 Exper imental plan 5 5

6 . 3 . 3 Exper imental 5 6

6 . 3 . 4 Analytical methods 5 6

6 . 3 . 5 Results and di s cus s ion 5 7

6 . 3 . 6 Conclus ion 6 4

6 . 4 Section 3 : Addition of whey protein concentrate to chees e s lurries

6 . 4 . 1 I ntroduction

6 . 4 . 2 Experimental p l an 6 . 4 . 3 Exper imental

6 . 4 . 4 Ana l y s i s of s lurrie s 6 . 4 . 5 Results and d i s cus s i on 6 . 4 . 6 Conclu s i on

6 . 5 Over a l l conclusion to Chapte r 6

Chapter 7 : Ef f ect of degree of ultrafi ltration on the qua l i ty of Cheddar chee se

7 . 1 I ntroduction

6 4 6 4 6 5 6 5 6 8 6 9 7 3 7 4

7 5 7 5

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7 . 2 Exper imental p l an 7 . 3 Experimental

7 . 4 Ana l ayti c a l methods 7 . 5 Results and d i s c u s s ion 7 . 6 Concl u s ion

Chapter 8: Ef fect of vari a ti on i n rennet addi tion 5: 1 retentate on the character i s ti cs of UF Cheddar cheese

8 . 1 I ntroduction

8 . 2 Exper imenta l p l an 8 . 3 Exper imenta l

8 . 4 Ana l yt i c a l methods 8 . 5 Results and d i s cu s s ion 8 . 6 Conclus i on

Chapter 9 : Yield of UF Cheddar cheese

9 . 1 I ntroduction

9 . 2 Methods by which UF c a n i n crea s e cheese yields 9 . 3 Exper imenta l approach

9 . 4 Exper imental 9 . 5 Ana l y s e s 9 . 6 Results 9 . 7 D i s cu s s i on 9 . 8 Conclus i on

Chapter 1 0: Mi scellaneous experiments

1 0 . 1 I ntroduction

to

1 0 . 2 Effect of UF chee s emak i n g from fresh milk

( without overnight storage ) on the qual ity and yield of Chedda r che e s e

1 0 . 3 Effect o f addi tion of permeate t o cheese curd f r om 5 : 1 UF retentate on the qual i ty and y i e l d o f Cheddar chee s e

7 6 7 6 8 1 8 8 1 0 9

1 1 0

1 1 0 1 1 0 1 1 1 1 1 2 1 1 2 1 2 5 1 2 6

1 2 6 1 2 7 1 3 0 1 3 1 1 3 2 1 3 2 1 3 8 1 4 5 1 4 6 1 4 6

1 4 6

1 5 0

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1 0 . 4 E f fect of add iti on o f whey protein supp l emented permeate to the chee se curd from 5 : 1 UF

retentate on the qua l i ty and yield of Cheddar cheese

Chapter 1 1 : Overa l l I .

Appendices

( see LIST OF APPENDI CES on page ( xv ) )

(ix)

1 5 5 1 6 2 1 6 3

Bibl iography 1 8 8 - 2 0 0

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Table no . 4 . 1 A

4 . 1 B 4 . 2 4 . 3 4 . 4 4 . 5 4 . 6 4 . 7

4 . 8 4 . 9 4 . 1 0 4 . 1 1

5 . 1 5 . 2 5 . 3

5 . 4 5 . 5 5 . 6 6 . 1

(X) LIST OF TABLES

Legend Page

Chemical methods for analys i s of mi l k

and whey 2 4

Chemi cal methods for ana l y s i s of chee s e 2 6

Milk composit ion 2 9

Che e s e compos it i on 3 1

Whey compos ition 3 1

Samp l e ma s s balance calculat i on f or tota l

s o l i d s 3 2

Samp l e mas s balance cal culation f or c a s e i n nitrogen

Ma s s balance ( per centage r ecovery in chees e )

Yie ld o f chees e Grading of cheese

Stati s t i c a l ana l y s i s o f grade s co r e s Che e s e sensory panel

Mi lk and retentate compos ition Chee s e composition

Ma s s balance ( percentage r ecovery in chees e )

Yield of chees e Grading of chees e Chee se sensory panel

4 8 5 0

E f f ec t o f whey protein powder on the strength ( by visual examination ) of the gel obta i ned by the addition of rennet to mi lk

33

3 4 3 4 3 5 3 6 3 7

4 5 4 6

4 7 4 7 - 4 9 - 5 1

5 4 6 . 2 Mi lk and whey protein suppl emented

retentate compo s i tion 5 9

5 9 6 . 3 Cheese compos ition

6 . 4 Ma s s balance ( percentage recovery i n

chee s e ) 6 0

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6 . 5 6 . 6 6 . 7 6 . 8 6 . 9 6 . 1 0 6 . 1 1

7 . 1 7 . 2 7 . 3 7 . 4 7 . 5 7 . 6 7 . 7

8 . 1 8 . 2

8 . 3 8 . 4 A 8 . 4 B 8 . 5

9 . 1 9 . 2 9 . 3 9 . 4 9 . 5

9 . 6 9 . 7

Whey compos ition Yield of cheese Grading of chees e

Ingredient s f o r making s lurri e s Chemi c a l compos ition o f s l ur r i e s

( xi ) 6 0 6 3 6 1 - 6 2 6 7 6 9 Soluble nitrogen a s a perc entage of total nitrogen in s lurri e s duri ng r ipening 7 1 Average sensory panel scores of s lurr i e s 7 3

Summary of chees emaking conditions 7 7 Mi l k and retentate compos it ion 8 9

Che e s e compos i tions 9 4

Res idual rennet concentration i n chee se 9 5 Percentage rennet retention i n chees e 9 6

Grading of chees e 1 0 3 - 1 0 5

Sensory panel s cores 1 0 6 - 1 0 7

Che e s e compos i t i on 1 1 4

Mas s balance ( percentage r ecovery in

chee s e ) 1 1 5

Res idual rennet i n che e s e 1 1 7 Grading of chee s e ( se r i e s 1 ) 1 2 1 Grading of che e s e ( se r i e s 2 ) 1 2 2 Sens ory panel s cores 1 2 3 - 1 2 4

Ma s s balance 1 3 3

Compo s ition of cheese 1 3 4

Wei ght of SNF in chee s e f r om 5 0 kg mi lk

+ 1 kg starter 1 3 5

Weight of fat in the che e s e from 5 0 kg mi l k + 1 kg starter

Fat recovery i n cheese from r etentate concentrated with UF unit operating in batch and continuous mode

E f f ect of curd handling on f at recovery in 5 : 1 UF Cheddar

Cheese qua l i ty and grades

1 3 6

1 3 7 1 3 7 1 3 9

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9 . 8

1 0 . 1

1 0 . 2 1 0 . 3 1 0 . 4 1 0 . 5 1 0 . 6

1 0 . 7 1 0 . 8 1 0 . 9

1 0 . 1 0 1 0 1 1

1 0 . 1 2 1 0 1 3

Whey protei n : water ratio in retentates and UF che e s e s

Mas s ba lance ( pe r centage recovery i n cheese )

Yield of che e s e Grading o f chee s e

Composition of permeate Cheese compos i t i o n

Ma s s balance ( perc entage recovery in cheese

Yield of cheese Grading of chee s e

Compos ition o f permeate and whey protein supp l emented permeate

Chees e compos i t i on

Ma s s balance ( pe r centage recovery in chee s e )

Yield of chee s e Grading o f che e s e

1 4 2

1 4 7 1 4 8 1 4 9 1 5 1 1 5 2

1 5 3 1 5 3 1 5 4

1 5 7 1 5 7

1 5 8 1 5 9 1 6 0

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F i g . no . 4 . 1

4 . 2

4 . 3

5 . 1

6 . 1

7 . 1 7 . 2

7 . 3

7 . 4

L I ST OF F I GURES

Legend

U l tr a f i ltration unit used for UF of mi l k i n a l l experiments

Compari son of pH changes during cheese­

making f r om control mi lk and mi l k equivalent

Polyacrylamide gel e lectrophor e s i s o f che e s e made f r om m i l k and milk

equiva l ent

Compar i son of pH changes dur ing chee s e ­ mak i ng from control milk a n d 2 :1 UF retentate

Compari son of pH changes dur ing chee s e ­ mak i ng f rom control mi lk and whey prot e i n

suppl emented 2 : 1 r etentate Dev i c e for cutt ing UF curd

D i f f u s ion tubes ( for standard curve ) f i l l e d with k-ca s ein/agarose gel s howing the d i f fus ion of r ennet

Standard curve f or estimating r e s idual rennet concentration in chee se

samp l e s

Di f fus ion tubes f i l l ed with k-ca s ein/

agarose gel showing the d i f fus ion of rennet from the control , 3 :1 UF and 5 :1 UF chee se extracts

( xi i i )

Page

2 1

3 0

3 8

4 4

5 8 8 0

8 3

8 4

8 5

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7 . 5 A and B

7 . 5 B and D

7 . 5 E and F 7 . 6

7 . 7

7 . 8

7 . 9

7 . 1 0

8 . 1 A and B

8 . 2

Control , 3 : 1 and 5 : 1 curds ( A ) s oon after cutting and ( B ) one hour a fter cutting

Control , 3 : 1 and 5 : 1 curds ( C ) j ust prior to whey drainage and ( D ) 1 hour after cheddaring

Control , 3 : 1 and 5 : 1 ( E ) curds a fter mi l l ing and ( F ) 1 -day old che e s e s

Compari son of p H c hanges dur i ng chees e ­ making from contr o l , 3 : 1 and 5 : 1

retentate

Polyacrylamide gel electrophore s i s of control , 3 : 1 and 5 : 1 Chedda r

Compar i son of p H changes during che e s e maturation i n control , 3 : 1 a n d 5 : 1 Cheddar

9 0

9 1

9 2

9 3

9 7

9 8

Polyacrylamide thick s lab g e l el ectro­

pho r e s i s of contr o l , 3 : 1 and 5 : 1 Cheddar

showing the proteol ys i s of whey proteins 1 0 0

Compar i son of acid soluble peptides in che e s e made from control mi lk , 3 : 1 and

5 : 1 UF retentate 1 0 2

Res idual rennet concentration in chee s e made from 5 : 1 retentate with

various leve l s of rennet add i t i on 1 1 6

Polyacrylamide gel el ectrophor e s i s of che e s e made from 5 : 1 retentate with variou s

l eve l s of rennet addition 1 1 9

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App . no .

I A I B

( xv )

L I ST OF APPENDICES

Title Page

Guidelines for grading o f Cheddar cheese 1 6 3 Selection and tra ining of paneli s t s 1 6 7 I C Ques t i onnaire used to evaluate Cheddar

chee se s ample s 1 6 8

I D

I E

I I A I I B I I C I I D

I IE

I I I A I I I B

I I I C I I I D

IV A

Def in i t i on o f terms u s ed by the sensory pane l to eva luate the experimenta l

chees e s

Summary o f stat i s t ical analy s i s o f sensory pane l result s ( Chapter 4 ) S lurry c a lculations

1 7 0 1 7 2

1 7 3 Score card for sensory panel o f s lurr i e s 1 7 5 Average sens ory panel s cores for s lurri e s 1 7 6 Chemic a l compos it i on of whey protein

powder ( Alacen 3 4 3 ) supplied by New Z e a land Dairy Board

Calcula t i on s for whey protein addi t i on to milk

Que s t i onna i r e used to evaluate UF Chedda r cheese samp le s

Definition o f addi t i onal terms u s e d by the sensory panel to evaluate UF

Cheddar chees e s

Summary of stat i s t ical analy s i s o f sensory pane l result s ( Chapter 7 )

Preparati on o f gel solution and r eagents for polyacrylamide thi ck s lab e lectro­

phore s i s

Polyacrylamide ge l e lectrophore s i s o f chees e from control, 5 :1 UF ( 1 . 0 R ) and 5 :1 UF ( 0 . 2 R ) retentates at var ious stages o f maturation

1 7 7 1 7 8

1 7 9

1 8 1 1 8 2

1 8 3

1 8 4

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IV B

IV C

Polyacrylamide g e l e le c tr ophores i s o f che e s e f rom the cont r o l , 5 : 1 U F ( 0 . 4 R ) and 5 : 1 UF ( 0 . 6 R ) retentates a t var i ous stages o f maturation

Summary o f stat i s ti c a l analy s i s o f s e nsory pane l r e su lt s ( Chapter 8 )

V A Calculations for whey protein s upple­

mentation o f UF permeate

1 8 5

1 8 6

1 8 7

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Abbrevi ation

BSA Ca/P Ca/SNFNS CF

CFU CN DF NCN NPN NSLAB RCT SD S l SNF SNFNS TN UF WP WPN WPSM WPSR

a-La p-Lg

FDM MNFS RU S /M

LIST OF ABBREVIAT I ONS USED

( in a lphabeti cal order )

Full f orm

Bovine s erum a lbumin Calc ium/pho s phorus

Calcium in s o l i d s -not - f at-not- s a l t Concentra t i on f actor

Colony f ormi ng unit Casein n i t rogen D i a fi ltrat i on

Non-c a s e i n ni trogen Non-protein n i t r ogen

Non-starter l a c t i c acid bacteria Rennet c lotting time

Standard devi ation S l ight l y

Solid s - no t - f at

Solids -not - f a t -not- s a lt Tota l ni trogen

Ul tra f i ltration Whey protein

Whey protein nitrogen Whey protein supp l emented Whey protein supp l emented

Alpha lacta lbumi n Beta lactoglobu l i n

Fat i n dry matter

mi lk 2 : 1

Mo ist ure in non -f at s o lids Rennet Units

S a lt in mo isture

retentate

( xv i i )

Referensi

Dokumen terkait

Permission is given for 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 is given for 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 is given for 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 is given for 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 is given for 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 is given for 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 is given for 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 is given for 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