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Case Study: The Herd Feeding Problem

Submitted: 18 Feb 2008

Operations Research Topics: LinearProgramming, BlendingModels

Application Areas: Farm Management

Contents

Problem Description

Adapted from a real-world problem

When determining how to feed a herd of dairy cows, farmers need to take into account many different parameters, e.g.,

  • How much milk they want the cows to produce;
  • The price of the various feed types;
  • If the cows are pregnant and how far through their pregnancy are they;
  • How much pasture their farm currently has for grazing.

Farmers will often turn to farm consultants to help them make the best decision. In this case study we are going to analyse the decision suggested by a farm consultant.

The following table gives some typical amounts of MJME (megajoules of metabolisable energy) required for a cow each day in order for it to produce various amounts of milk that day.

milk_table.jpg

Cows get MJME from their feed, or more specifically the amount of DM (dry matter) in their feed. The next table gives a list of possible feed types, their cost, %DM, MJME per kgDM as well as their percentage of protein and NDF (neutral detergent fibre).

feed_table.jpg

This month, a consultant has estimated that a herd of 350 cows each require 180 MJME per day to produce 23 L of milk. For nutrition they need their feed to contain at least 17% protein and 32% NDF.

He also estimates the farm has 1920 kg of usable pasture.

His feed solution for each cow is given below.

feed_solution.jpg

The farmer wants to know if this is the best possible solution.

For more information on MJME, DM, etc see Farmingshow.com - Straggle Muster 113.

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Problem Formulation

Teaching Case Study: Student to complete

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Computational Model

Teaching Case Study: Student to complete

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Results

Teaching Case Study: Student to complete

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Conclusions

Teaching Case Study: Student to complete

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Student Tasks

1. Write AMPL files herd.mod, herd.dat and herd.run to find a feeding solution.Write a management summary of your feeding solution. Be sure to compare it to the consultant's solution.

What to hand in Your new AMPL files herd.mod, herd.dat and herd.run. Your management summary.

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  • feed_solution.jpg:
    feed_solution.jpg

  • feed_table.jpg:
    feed_table.jpg

  • milk_table.jpg:
    milk_table.jpg

META FORM name="OpsRes.CaseStudyForm"
FORM FIELD Title Title FeedingTheHerd
FORM FIELD DateSubmitted DateSubmitted 18 Feb 2008
FORM FIELD OperationsResearchTopics OperationsResearchTopics LinearProgramming
FORM FIELD ApplicationAreas ApplicationAreas Farm Management
|*FORM FIELD ProblemDescription*|ProblemDescription|*THE HERD FEEDING PROBLEM*

Adapted from a real-world problem

When determining how to feed a herd of dairy cows, farmers need to take into account many different parameters, e.g.,

  • How much milk they want the cows to produce;
  • The price of the various feed types;
  • If the cows are pregnant and how far through their pregnancy are they;
  • How much pasture their farm currently has for grazing.

Farmers will often turn to farm consultants to help them make the best decision. In this case study we are going to analyse the decision suggested by a farm consultant.

The following table gives some typical amounts of MJME (megajoules of metabolisable energy) required for a cow each day in order for it to produce various amounts of milk that day.

Cows get MJME from their feed, or more specifically the amount of DM (dry matter) in their feed. The next table give a list of possible feed types, their cost, %DM, MJME per kgDM as well as their percentage of protein and NDF (neutral detergent fibre).

This month, a consultant has estimated that a herd of 350 cows each requires 180 MJME per day to produce 23 L of milk. For nutrition they need their feed to contain 17% protein and 32% NDF.

He also estimates the farm has 1920 kg of usable pasture.

His feed solution for each cow is given below.

The farm wants to know if this is the best possible solution.

For more information on MJME, DM, etc see Farmingshow.com - Straggle Muster 113.|

FORM FIELD ProblemFormulation ProblemFormulation The formulation...
FORM FIELD ComputationalModel ComputationalModel The computational model...
FORM FIELD Results Results The results...
FORM FIELD Conclusions Conclusions In conclusion...
FORM FIELD ExtraForExperts ExtraForExperts
|*FORM FIELD StudentTasks*|StudentTasks|*STUDENT TASKS*

1. Write AMPL files herd.mod, herd.dat and herd.run to solve The Herd Feeding Problem. Write a management summary of your solution. Be sure to compare it to the consultant's solution.

What to hand in Your new AMPL files herd.mod, herd.dat and herd.run. Your management summary.

|
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