Multi-objective optimization and scenario-based robustness analysis of the MoneyMaker Hip Pump

Water-lifting technologies for irrigation have significant potential to increase agricultural yields and stimulate economic growth in rural areas of the developing world. Human-powered water pumps have been used with great success in this rapidly developing market. KickStart's MoneyMaker Hip Pu...

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Main Authors: Christopher McComb, Nathan G. Johnson, Pablo S. Santaeufemia, Brandon T. Gorman, Brent Kolste, Alexander Mobley, Kenji Shimada
Format: Article
Language:English
Published: Elsevier 2018-01-01
Series:Development Engineering
Online Access:http://www.sciencedirect.com/science/article/pii/S2352728515300737
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spelling doaj-7ba4f81ca7c046a2bf6093e848226d802020-11-24T23:49:10ZengElsevierDevelopment Engineering2352-72852018-01-0132333Multi-objective optimization and scenario-based robustness analysis of the MoneyMaker Hip PumpChristopher McComb0Nathan G. Johnson1Pablo S. Santaeufemia2Brandon T. Gorman3Brent Kolste4Alexander Mobley5Kenji Shimada6School of Engineering Design, Technology, and Professional Programs, The Pennsylvania State University, University Park, PA, 16802, USA; Corresponding author.The Polytechnic School, Arizona State University, Mesa, AZ, 85212, USADepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15213, USA; Bridge for Billions, Madrid, SpainDepartment of Civil, Environmental and Sustainable Engineering, Arizona State University Tempe, AZ, 85281, USAThe Polytechnic School, Arizona State University, Mesa, AZ, 85212, USAThe Polytechnic School, Arizona State University, Mesa, AZ, 85212, USADepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15213, USAWater-lifting technologies for irrigation have significant potential to increase agricultural yields and stimulate economic growth in rural areas of the developing world. Human-powered water pumps have been used with great success in this rapidly developing market. KickStart's MoneyMaker Hip Pump is a human-powered water pump with additional design features that make it lightweight and portable for use in remote fields in several countries throughout Africa. This work first applied numerical optimization techniques to the design of the MoneyMaker Hip Pump and offers further improvements to its design. Deterministic multi-objective optimization methods were employed to maximize the flow rate of the pump, maximize the pumping height of water, and minimize cost. Following optimization, the robustness of the optimized pump design was analyzed under several modified scenarios, including fouling of the hoses and a decrease in operator power due to fatigue or aging. The set of cost-optimized pump designs was then compared to a second set of optimal designs that was found using material volume as a simplified proxy for the cost objective function. Findings indicate that several technical improvements can be made to the current MoneyMaker Hip Pump design to reduce cost by up to 37% without affecting water flow rate, or increase water flow rate by up to 88% without increasing cost. The numerical model was validated through physical experimentation of the MoneyMaker Hip Pump, and design alterations to reduce cost were experimentally shown to maintain pump performance. Keywords: Design, Irrigation, Human-powered pump, Multi-objective optimization, Robustnesshttp://www.sciencedirect.com/science/article/pii/S2352728515300737
collection DOAJ
language English
format Article
sources DOAJ
author Christopher McComb
Nathan G. Johnson
Pablo S. Santaeufemia
Brandon T. Gorman
Brent Kolste
Alexander Mobley
Kenji Shimada
spellingShingle Christopher McComb
Nathan G. Johnson
Pablo S. Santaeufemia
Brandon T. Gorman
Brent Kolste
Alexander Mobley
Kenji Shimada
Multi-objective optimization and scenario-based robustness analysis of the MoneyMaker Hip Pump
Development Engineering
author_facet Christopher McComb
Nathan G. Johnson
Pablo S. Santaeufemia
Brandon T. Gorman
Brent Kolste
Alexander Mobley
Kenji Shimada
author_sort Christopher McComb
title Multi-objective optimization and scenario-based robustness analysis of the MoneyMaker Hip Pump
title_short Multi-objective optimization and scenario-based robustness analysis of the MoneyMaker Hip Pump
title_full Multi-objective optimization and scenario-based robustness analysis of the MoneyMaker Hip Pump
title_fullStr Multi-objective optimization and scenario-based robustness analysis of the MoneyMaker Hip Pump
title_full_unstemmed Multi-objective optimization and scenario-based robustness analysis of the MoneyMaker Hip Pump
title_sort multi-objective optimization and scenario-based robustness analysis of the moneymaker hip pump
publisher Elsevier
series Development Engineering
issn 2352-7285
publishDate 2018-01-01
description Water-lifting technologies for irrigation have significant potential to increase agricultural yields and stimulate economic growth in rural areas of the developing world. Human-powered water pumps have been used with great success in this rapidly developing market. KickStart's MoneyMaker Hip Pump is a human-powered water pump with additional design features that make it lightweight and portable for use in remote fields in several countries throughout Africa. This work first applied numerical optimization techniques to the design of the MoneyMaker Hip Pump and offers further improvements to its design. Deterministic multi-objective optimization methods were employed to maximize the flow rate of the pump, maximize the pumping height of water, and minimize cost. Following optimization, the robustness of the optimized pump design was analyzed under several modified scenarios, including fouling of the hoses and a decrease in operator power due to fatigue or aging. The set of cost-optimized pump designs was then compared to a second set of optimal designs that was found using material volume as a simplified proxy for the cost objective function. Findings indicate that several technical improvements can be made to the current MoneyMaker Hip Pump design to reduce cost by up to 37% without affecting water flow rate, or increase water flow rate by up to 88% without increasing cost. The numerical model was validated through physical experimentation of the MoneyMaker Hip Pump, and design alterations to reduce cost were experimentally shown to maintain pump performance. Keywords: Design, Irrigation, Human-powered pump, Multi-objective optimization, Robustness
url http://www.sciencedirect.com/science/article/pii/S2352728515300737
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