An individual feed allocation decision support system for the dairy farm

Citation
I. Morag et al., An individual feed allocation decision support system for the dairy farm, J AGR ENG R, 79(2), 2001, pp. 167-176
Citations number
14
Categorie Soggetti
Agriculture/Agronomy
Journal title
JOURNAL OF AGRICULTURAL ENGINEERING RESEARCH
ISSN journal
00218634 → ACNP
Volume
79
Issue
2
Year of publication
2001
Pages
167 - 176
Database
ISI
SICI code
0021-8634(200106)79:2<167:AIFADS>2.0.ZU;2-Q
Abstract
A decision-support system that allocates concentrated feed to cows through individual feeders according to their performance has been developed using fuzzy logic. Fuzzy sets were constructed by analysing experimental data bas ed on which ranges of values for the fuzzy sets members were determined by an expert. The model was developed on a group of 15 cows in a dairy of 50 m ilking cows (two milkings a day) under a controlled dietary regime, assumin g characteristic cow behaviour concerning body weight, milk yield, lactatio n period, and concentrate feed consumption. The data were analysed by the d ecision-support system and compared to weekly decisions of the expert. Resu lts indicated relationship between historical cow performances and concentr ated food intake. The advantage of using fuzzy logic was that it enabled im proved concentrate feeding ration according to performance. The system enab led to automate decision making, thus providing the farmer with a valuable tool. However, from an economic point of view no significant statistical im provement was achieved by the fuzzy logic system. (C) 2001 Silsoe Research Institute.