PFI-TT: Novel Non-Contacting Position Estimation System for Long-Stroke Actuators

Project: Research project

Project Details

Description

The broader impact/commercial potential of this Partnerships for Innovation - Technology Translation (PFI-TT) project includes technology commercialization of a novel sensor that addresses a significant market need, potential to lead to a future large company that generates significant revenues and employment, education of a postdoctoral fellow providing them experience in both technology development and technology commercialization, outreach to K-12 school students through the ME Ambassadors Program, and outreach to a large number of industrial companies who can be potential customers for the developed sensor technology. This project will develop a prototype position measurement sensor useful for a wide variety of piston-cylinder actuators. The project will build on previous NSF research in which a position sensor suitable for small-stroke non-ferrous actuators was developed. While the previous invention has been successfully licensed to an industrial partner, it works well only for small stroke (up to 15 cm) applications. The fundamental research described in this proposal will enable enhancement of the sensing technology so as to provide accurate measurements over long stroke lengths. This will open up a large market for the sensor, including the long-stroke ferrous hydraulic actuators utilized on agricultural and construction vehicles.The proposed project will conduct research to develop technology that enables the non-contacting sensor to work for long-stroke applications in ferrous actuators. This requires addressing several fundamental challenges, including the lack of accuracy and lack of robustness of previous estimation algorithms based on the extended Kalman filter which relied on linearization of nonlinear magnetic field models. Other technical challenges include the presence of significant hysteresis in the magnetic field model due to the ferrous cylinder being made of soft steel which gets magnetized and demagnetized in real time from the oscillatory motion of the internal magnet, and the requirement to daisy-chain multiple sensors for a multi-output nonlinear system in which only subsets of the sensors can be utilized in piecewise regions of operation of the sensor system. Solutions to address these challenges will be developed in the project. The proposed solutions include rigorous development of nonlinear-observer-based estimation algorithms that provide both global asymptotic stability as well as rejection of disturbances and noise, development of a new analytical model for hysteresis that has significant advantages over the traditional Preisach model, and a systematic design methodology to address sensor switching and daisy chaining of sensors.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
StatusActive
Effective start/end date9/15/238/31/25

Funding

  • National Science Foundation: $550,000.00

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