Related Experiment Video
Updated: Sep 17, 2025

Rapid Manufacturing of Thin Soft Pneumatic Actuators and Robots
Published on: November 8, 2019
Improving the Efficiency of Soft Phase-Change Actuators Using Thermodynamic Analysis.
Luke F Gockowski1, Charles Xiao1, Amy Hao1
1Department of Mechanical Engineering, University of California, Santa Barbara, Santa Barbara, California, USA.
Improving soft robotics actuation efficiency is crucial. This study uses thermodynamic analysis to boost liquid-to-vapor phase change actuators, achieving significantly higher efficiencies for practical applications.
Area of Science:
- Soft robotics
- Thermodynamics
- Actuation systems
Background:
- Actuation is a key challenge in soft robotics.
- Thermally driven liquid-to-vapor phase change heat engines offer high forces and large strokes but suffer from low efficiency.
- Low efficiency limits the practical application of these actuators.
Purpose of the Study:
- To apply thermodynamic analysis to phase-change actuators to identify major inefficiencies.
- To provide actionable insights for improving actuator efficiency.
- To demonstrate enhanced efficiency through experimental validation and application.
Main Methods:
- Thermodynamic analysis of liquid-to-vapor phase change actuators.
- Identification of key parameters influencing actuator efficiency.
- Benchtop experimental validation of theoretical insights.
- Design and construction of a solar-powered compliant roller.
Main Results:
- Identified three key insights for improving efficiency: maximizing power-to-heat loss ratio, operating at intermediate temperatures, and maximizing volumetric expansion.
- Achieved efficiencies nearly two orders of magnitude higher than previously reported.
- Demonstrated a functional compliant roller powered by sunlight.
Conclusions:
- Thermodynamic analysis can significantly improve soft actuator efficiency.
- Optimized phase-change actuators have practical potential in soft robotics.
- The insights provided guide the design of more efficient soft robotic actuators.
Related Concept Videos
Path Between Thermodynamics States
The Carnot Cycle
What could be the theoretical limit to the efficiency of a heat engine? The...
Efficiency of The Carnot Cycle
Thermodynamics: Activity Coefficient
The activity coefficient is a measure of the deviation from ideal behavior. When the ionic strength of the solution is minimal, the activity coefficient of an ionic species is close to unity, making...
The Carnot Cycle and the Second Law of Thermodynamics
Since the individual steps in a Carnot cycle can be reversed, the entire cycle is, thus, reversible. If a Carnot cycle is reversed, it becomes a Carnot refrigerator. It extracts heat Qc from a cold reservoir at...
Mechanical Efficiency of Real Machines
However, in reality, no machine can be truly ideal, and all of them experience some...

