TY - JOUR
T1 - Modelling wheat breakage during roller milling using the Double Normalised Kumaraswamy Breakage Function
T2 - Effects of kernel shape and hardness
AU - Campbell, Grant M.
AU - Sharp, Calum
AU - Wall, Kevin
AU - Mateos-Salvador, Fernán
AU - Gubatz, Sabine
AU - Huttly, Alison
AU - Shewry, Peter
PY - 2012/5
Y1 - 2012/5
N2 - The effects of wheat properties on breakage during First Break roller milling, as described by the Double Normalised Kumaraswamy Breakage Function (DNKBF), were investigated. A set of 45 wheats from nine varieties representing the range of commercial varieties grown in the UK, and grown over three harvest years at several nitrogen fertiliser levels, were milled at five roll gaps under Sharp-to-Sharp and Dull-to-Dull dispositions. The resulting particle size distributions were fitted with a DNKBF in order to understand the physical significance of the DNKBF parameters and to relate them to shape and hardness. The DNKBF parameters related strongly to hardness as measured using either the Single Kernel Characterisation System or Particle Size Index, allowing the particle size distribution over the range 0-4000 μm to be predicted solely from wheat hardness. A residual analysis showed that the remaining variation was correlated with kernel mass, and that more elongated kernels break to give slightly larger particles than more spherical kernels of equivalent hardness. Two types of breakage are identified, one of which principally produces many small endosperm particles along with large bran particles, while the other tends to produce mid-sized particles. The former dominates under Dull-to-Dull milling and for soft wheats, while the latter becomes more prominent under Sharp-to-Sharp milling and for harder wheats.
AB - The effects of wheat properties on breakage during First Break roller milling, as described by the Double Normalised Kumaraswamy Breakage Function (DNKBF), were investigated. A set of 45 wheats from nine varieties representing the range of commercial varieties grown in the UK, and grown over three harvest years at several nitrogen fertiliser levels, were milled at five roll gaps under Sharp-to-Sharp and Dull-to-Dull dispositions. The resulting particle size distributions were fitted with a DNKBF in order to understand the physical significance of the DNKBF parameters and to relate them to shape and hardness. The DNKBF parameters related strongly to hardness as measured using either the Single Kernel Characterisation System or Particle Size Index, allowing the particle size distribution over the range 0-4000 μm to be predicted solely from wheat hardness. A residual analysis showed that the remaining variation was correlated with kernel mass, and that more elongated kernels break to give slightly larger particles than more spherical kernels of equivalent hardness. Two types of breakage are identified, one of which principally produces many small endosperm particles along with large bran particles, while the other tends to produce mid-sized particles. The former dominates under Dull-to-Dull milling and for soft wheats, while the latter becomes more prominent under Sharp-to-Sharp milling and for harder wheats.
KW - Breakage
KW - Kernel hardness
KW - Milling ratio
KW - Shape
KW - Single Kernel Characterisation System
KW - Wheat flour milling
UR - http://www.scopus.com/inward/record.url?scp=84859992058&partnerID=8YFLogxK
UR - https://www.journals.elsevier.com/journal-of-cereal-science
U2 - 10.1016/j.jcs.2012.02.002
DO - 10.1016/j.jcs.2012.02.002
M3 - Article
AN - SCOPUS:84859992058
VL - 55
SP - 415
EP - 425
JO - Journal of Cereal Science
JF - Journal of Cereal Science
SN - 0733-5210
IS - 3
ER -