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Introduction Existing Research Methodologies Dissemination The Cutting Edge: Modeling Mowing Jason Novinger Mentor: Dr. Jon Beck June 13, 2006

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Farms seek to reduce operating expenses by optimizing mechanized operations, such as traversing fields. Fields are traversed when plowing, planting, harvesting, and mowing. While some of these need to be completed once per season, mowing needs to be performed many times during the season. We sought to quantify costs by modeling mowing through a graphical simulation of the process. We studied how different movement patterns affect efficiency and costs. Mowing is the model, but the results apply to all field operations. Two results from our work that will be presented: a parametrized, functional model for mowing a rectangular field and a graphical computer simulation. We found that a spiral pattern is more efficient than a rectangular method. The spiral is more efficient primarily due to the decreased number of unproductive turns. The simulation is designed to be made available to farmers to design more efficient traversal patterns for their fields.

TRANSCRIPT

Page 1: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

The Cutting Edge:Modeling Mowing

Jason NovingerMentor: Dr. Jon Beck

June 13, 2006

Page 2: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Acknowledgement

Also the LATEXsystem for providing such a simpleand powerful way to typeset my proposal and this

presentation.

Page 3: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Outline of Presentation

• Why should we study mowing patterns?

• What in the world are we researching?

• Who else is researching this?

• How will we conduct the research?

• When and where will we report our results?

Page 4: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Outline of Presentation

• Why should we study mowing patterns?

• What in the world are we researching?

• Who else is researching this?

• How will we conduct the research?

• When and where will we report our results?

Page 5: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Outline of Presentation

• Why should we study mowing patterns?

• What in the world are we researching?

• Who else is researching this?

• How will we conduct the research?

• When and where will we report our results?

Page 6: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Outline of Presentation

• Why should we study mowing patterns?

• What in the world are we researching?

• Who else is researching this?

• How will we conduct the research?

• When and where will we report our results?

Page 7: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Outline of Presentation

• Why should we study mowing patterns?

• What in the world are we researching?

• Who else is researching this?

• How will we conduct the research?

• When and where will we report our results?

Page 8: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Outline of Presentation

• Why should we study mowing patterns?

• What in the world are we researching?

• Who else is researching this?

• How will we conduct the research?

• When and where will we report our results?

Page 9: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Why should we study mowing?Mowing is important because:

• Mowing is a common activity on farms andlarge parcels of land

• Mowing has costs that need to be minimized(time, labor, equipment, etc.)

• Mowing represents other activities on farms like

• Planting• Fertilizing• Harvesting

Page 10: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Why should we study mowing?Mowing is important because:

• Mowing is a common activity on farms andlarge parcels of land

• Mowing has costs that need to be minimized(time, labor, equipment, etc.)

• Mowing represents other activities on farms like

• Planting• Fertilizing• Harvesting

Page 11: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Why should we study mowing?Mowing is important because:

• Mowing is a common activity on farms andlarge parcels of land

• Mowing has costs that need to be minimized(time, labor, equipment, etc.)

• Mowing represents other activities on farms like

• Planting• Fertilizing• Harvesting

Page 12: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Why should we study mowing?Mowing is important because:

• Mowing is a common activity on farms andlarge parcels of land

• Mowing has costs that need to be minimized(time, labor, equipment, etc.)

• Mowing represents other activities on farms like

• Planting• Fertilizing• Harvesting

Page 13: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Why should we study mowing?Mowing is important because:

• Mowing is a common activity on farms andlarge parcels of land

• Mowing has costs that need to be minimized(time, labor, equipment, etc.)

• Mowing represents other activities on farms like

• Planting• Fertilizing• Harvesting

Page 14: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Why else should we study mowing?Mowing represents a common problem—an areaneeds to be covered or swept while optimizing somevariable. Other applications are:

• Computer-assisted search and rescue operations

• CNC machines used to fabricate custom parts

• Coating a product with paint

Page 15: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

What mowing pattern are we analyzing?

• Comparing square or rectilinear mowingpatterns with spiral patterns

• Looking at an inside-out spiral. Start at centerand work our way out

• Which method is optimal in terms of money ortime?

Page 16: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

What mowing pattern are we analyzing?• Comparing square or rectilinear mowing

patterns with spiral patterns

• Looking at an inside-out spiral. Start at centerand work our way out

• Which method is optimal in terms of money ortime?

Page 17: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

What mowing pattern are we analyzing?• Comparing square or rectilinear mowing

patterns with spiral patterns• Looking at an inside-out spiral. Start at center

and work our way out

• Which method is optimal in terms of money ortime?

Page 18: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

What mowing pattern are we analyzing?• Comparing square or rectilinear mowing

patterns with spiral patterns• Looking at an inside-out spiral. Start at center

and work our way out

• Which method is optimal in terms of money ortime?

Page 19: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research

• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals• Dr. Beck’s Spring 2006 CS 370 class• Provided code to model mowing process

• Classic observations study of mowing efficiency

• 1987 - Pandey and Devani detail efficiencies oftwo- and four-sided mowing patterns.

• Found that use of both methods was most efficient• Introduced idea that turns were wasted time

Page 20: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals• Dr. Beck’s Spring 2006 CS 370 class• Provided code to model mowing process

• Classic observations study of mowing efficiency

• 1987 - Pandey and Devani detail efficiencies oftwo- and four-sided mowing patterns.

• Found that use of both methods was most efficient• Introduced idea that turns were wasted time

Page 21: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals• Dr. Beck’s Spring 2006 CS 370 class• Provided code to model mowing process

• Classic observations study of mowing efficiency

• 1987 - Pandey and Devani detail efficiencies oftwo- and four-sided mowing patterns.

• Found that use of both methods was most efficient• Introduced idea that turns were wasted time

Page 22: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals

• Dr. Beck’s Spring 2006 CS 370 class• Provided code to model mowing process

• Classic observations study of mowing efficiency

• 1987 - Pandey and Devani detail efficiencies oftwo- and four-sided mowing patterns.

• Found that use of both methods was most efficient• Introduced idea that turns were wasted time

Page 23: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals• Dr. Beck’s Spring 2006 CS 370 class

• Provided code to model mowing process

• Classic observations study of mowing efficiency

• 1987 - Pandey and Devani detail efficiencies oftwo- and four-sided mowing patterns.

• Found that use of both methods was most efficient• Introduced idea that turns were wasted time

Page 24: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals• Dr. Beck’s Spring 2006 CS 370 class• Provided code to model mowing process

• Classic observations study of mowing efficiency

• 1987 - Pandey and Devani detail efficiencies oftwo- and four-sided mowing patterns.

• Found that use of both methods was most efficient• Introduced idea that turns were wasted time

Page 25: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals• Dr. Beck’s Spring 2006 CS 370 class• Provided code to model mowing process

• Classic observations study of mowing efficiency

• 1987 - Pandey and Devani detail efficiencies oftwo- and four-sided mowing patterns.

• Found that use of both methods was most efficient• Introduced idea that turns were wasted time

Page 26: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals• Dr. Beck’s Spring 2006 CS 370 class• Provided code to model mowing process

• Classic observations study of mowing efficiency• 1987 - Pandey and Devani detail efficiencies of

two- and four-sided mowing patterns.

• Found that use of both methods was most efficient• Introduced idea that turns were wasted time

Page 27: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals• Dr. Beck’s Spring 2006 CS 370 class• Provided code to model mowing process

• Classic observations study of mowing efficiency• 1987 - Pandey and Devani detail efficiencies of

two- and four-sided mowing patterns.• Found that use of both methods was most efficient

• Introduced idea that turns were wasted time

Page 28: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Previous work at Truman State University

• 2005 - Gordon laid foundations for this summer’swork

• Identified basic questions and goals• Dr. Beck’s Spring 2006 CS 370 class• Provided code to model mowing process

• Classic observations study of mowing efficiency• 1987 - Pandey and Devani detail efficiencies of

two- and four-sided mowing patterns.• Found that use of both methods was most efficient• Introduced idea that turns were wasted time

Page 29: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research

• Newer theoretical and simulation studies

• 2000 - Huang suggests breaking fields into tosmaller units to minimize number of turns

• 2000 - Arkin, et al. model field sweepingmathematically and provide approximationalgorithms

• Study of wider applications, particularly impacton wildlife

• 1998 - Tyler, et al. find link between mowingpatterns and wildlife survival rate of Crex crexchicks

Page 30: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Newer theoretical and simulation studies

• 2000 - Huang suggests breaking fields into tosmaller units to minimize number of turns

• 2000 - Arkin, et al. model field sweepingmathematically and provide approximationalgorithms

• Study of wider applications, particularly impacton wildlife

• 1998 - Tyler, et al. find link between mowingpatterns and wildlife survival rate of Crex crexchicks

Page 31: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Newer theoretical and simulation studies

• 2000 - Huang suggests breaking fields into tosmaller units to minimize number of turns

• 2000 - Arkin, et al. model field sweepingmathematically and provide approximationalgorithms

• Study of wider applications, particularly impacton wildlife

• 1998 - Tyler, et al. find link between mowingpatterns and wildlife survival rate of Crex crexchicks

Page 32: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Newer theoretical and simulation studies

• 2000 - Huang suggests breaking fields into tosmaller units to minimize number of turns

• 2000 - Arkin, et al. model field sweepingmathematically and provide approximationalgorithms

• Study of wider applications, particularly impacton wildlife

• 1998 - Tyler, et al. find link between mowingpatterns and wildlife survival rate of Crex crexchicks

Page 33: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Newer theoretical and simulation studies

• 2000 - Huang suggests breaking fields into tosmaller units to minimize number of turns

• 2000 - Arkin, et al. model field sweepingmathematically and provide approximationalgorithms

• Study of wider applications, particularly impacton wildlife

• 1998 - Tyler, et al. find link between mowingpatterns and wildlife survival rate of Crex crexchicks

Page 34: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

Previous Research• Newer theoretical and simulation studies

• 2000 - Huang suggests breaking fields into tosmaller units to minimize number of turns

• 2000 - Arkin, et al. model field sweepingmathematically and provide approximationalgorithms

• Study of wider applications, particularly impacton wildlife

• 1998 - Tyler, et al. find link between mowingpatterns and wildlife survival rate of Crex crexchicks

Page 35: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 36: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 37: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width

• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 38: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 39: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 40: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment

• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 41: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work

• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 42: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 43: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 44: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed

• Optimized path given field shape

Page 45: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

How will we conduct the research?Three step process

• Make physical observations about mowingequipment and patterns

• Equipment speed, turning radius, mowing width• Time needed to make turns, adjustments

• Mathematically model the process of mowing afield. Find equations to:

• Plot the path of the mowing equipment• Compute time needed to complete work• Determine area covered

• Build a graphical computer simulation of themowing process. To include:

• A representation of field being mowed• Optimized path given field shape

Page 46: Cutting Edge Proposal

Introduction Existing Research Methodologies Dissemination

When and where will we share our results?Our results will be presented at:

• The 2006 STEP Summer UndergraduateResearch Symposium, August 2-3, 2006

• The 20th Annual Truman State UniversityStudent Research Conference, April 2007

• This research may also be presented atadditional research conferences and submittedfor publication as opportunities allow

• This research will also provide a foundation foradditional research into efficient fieldoperations at Truman State University