Thermodynamically-informed Air-based Soft Heat Engine Design
Charles Xiao, Luke F. Gockowski, Bolin Liao, Megan T. Valentine, and, Elliot W. Hawkes

TL;DR
This paper develops a thermodynamic theory for air-based soft heat engines, demonstrating that cycle design inspired by the Otto cycle can significantly improve efficiency for powering soft robots.
Contribution
It introduces a new theoretical framework for air-based soft heat engines and experimentally shows efficiency improvements through cycle design.
Findings
Otto-like cycle improves efficiency by a factor of 11.3
Designed cycle outperforms constant-load cycle in efficiency
Lays foundation for air-based soft heat engines in soft robotics
Abstract
Soft heat engines are poised to play a vital role in future soft robots due to their easy integration into soft structures and low-voltage power requirements. Recent works have demonstrated soft heat engines relying on liquid-to-gas phase change materials. However, despite the fact that many soft robots have air as a primary component, soft air cycles are not a focus of the field. In this paper, we develop theory for air-based soft heat engines design and efficiency, and demonstrate experimentally that efficiency can be improved through careful cycle design. We compare a simple constant-load cycle to a designed decreasing-load cycle, inspired by the Otto cycle. While both efficiencies are relatively low, the Otto-like cycle improves efficiency by a factor of 11.3, demonstrating the promise of this approach. Our results lay the foundation for the development of air-based soft heat…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMicro and Nano Robotics · Advanced Thermodynamics and Statistical Mechanics · Refrigeration and Air Conditioning Technologies
