Time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approach

Abstract Sustainable feed formulation (defined here as nutritional and economic feed optimization) is substantial in feed chain production from crop farmers to livestock producers. Diet formulation employing a static linear programming (LP) approach, which is widely used in trading firms and feed pr...

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Main Authors: Othman Alqaisi, Oghaiki Asaah Ndambi, Ryan Blake Williams
Format: Article
Language:English
Published: SpringerOpen 2017-12-01
Series:Agricultural and Food Economics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40100-017-0094-9
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spelling doaj-fb1b129da8d94689a978cfdc95d4b8942020-11-24T21:39:05ZengSpringerOpenAgricultural and Food Economics2193-75322017-12-015111910.1186/s40100-017-0094-9Time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approachOthman Alqaisi0Oghaiki Asaah Ndambi1Ryan Blake Williams2Department of Animal and Veterinary Sciencs, College of Agricultural and Marine Sciences, Sultan Qaboos UniversityWageningen Livestock Research, Wageningen University and ResearchDepartment of Agricultural and Applied Economics, Texas Tech University, Lubbock, TX 79409; Texas AgriLife Research -LubbockAbstract Sustainable feed formulation (defined here as nutritional and economic feed optimization) is substantial in feed chain production from crop farmers to livestock producers. Diet formulation employing a static linear programming (LP) approach, which is widely used in trading firms and feed production facilities, does not allow for intertemporal flexibility. Our approach allows the interaction between feed components over time, considering the volatile global feed prices, thereby improving sustainability in feed formulation and feed availability. The objectives of this study were to (1) develop a multi-stage LP feed model, (2) demonstrate its potential use in broiler feeding, and (3) illustrate the impact of feed input price spread (variation) on the composition of broiler diets. Modeling resulted in reciprocal relationships between conventional feeds and byproducts at different rates. Based on the price spreads expressed as a percentage of DDGS (distiller’s dried grains with solubles) price compared to corn price, three positions of dietary switch were identified; corn-DDGS price spreads of higher than 94%, between 76 and 94%, and lower than 76% corresponding to limited/no inclusion, partial inclusion, and maximum replacement of corn by DDGS, respectively. Rapeseed meal inclusion was 4, 5, and 6% in the corn-based starter, grower, and finisher diets, respectively, and its potential to replace soybean meal was limited by its higher fiber content. Based on the simulated compound feed prices, the global broiler feed industry could gain 1.7 billion USD through improved resources planning.http://link.springer.com/article/10.1186/s40100-017-0094-9Multi-stage linear-programmingBroiler dietFeed industryTradingPrice spreadByproducts
collection DOAJ
language English
format Article
sources DOAJ
author Othman Alqaisi
Oghaiki Asaah Ndambi
Ryan Blake Williams
spellingShingle Othman Alqaisi
Oghaiki Asaah Ndambi
Ryan Blake Williams
Time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approach
Agricultural and Food Economics
Multi-stage linear-programming
Broiler diet
Feed industry
Trading
Price spread
Byproducts
author_facet Othman Alqaisi
Oghaiki Asaah Ndambi
Ryan Blake Williams
author_sort Othman Alqaisi
title Time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approach
title_short Time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approach
title_full Time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approach
title_fullStr Time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approach
title_full_unstemmed Time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approach
title_sort time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approach
publisher SpringerOpen
series Agricultural and Food Economics
issn 2193-7532
publishDate 2017-12-01
description Abstract Sustainable feed formulation (defined here as nutritional and economic feed optimization) is substantial in feed chain production from crop farmers to livestock producers. Diet formulation employing a static linear programming (LP) approach, which is widely used in trading firms and feed production facilities, does not allow for intertemporal flexibility. Our approach allows the interaction between feed components over time, considering the volatile global feed prices, thereby improving sustainability in feed formulation and feed availability. The objectives of this study were to (1) develop a multi-stage LP feed model, (2) demonstrate its potential use in broiler feeding, and (3) illustrate the impact of feed input price spread (variation) on the composition of broiler diets. Modeling resulted in reciprocal relationships between conventional feeds and byproducts at different rates. Based on the price spreads expressed as a percentage of DDGS (distiller’s dried grains with solubles) price compared to corn price, three positions of dietary switch were identified; corn-DDGS price spreads of higher than 94%, between 76 and 94%, and lower than 76% corresponding to limited/no inclusion, partial inclusion, and maximum replacement of corn by DDGS, respectively. Rapeseed meal inclusion was 4, 5, and 6% in the corn-based starter, grower, and finisher diets, respectively, and its potential to replace soybean meal was limited by its higher fiber content. Based on the simulated compound feed prices, the global broiler feed industry could gain 1.7 billion USD through improved resources planning.
topic Multi-stage linear-programming
Broiler diet
Feed industry
Trading
Price spread
Byproducts
url http://link.springer.com/article/10.1186/s40100-017-0094-9
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