Runciman, Mark
Model Based Position Control of Soft Hydraulic Actuators
Runciman, Mark, Franco, Enrico, Avery, James, Baena, Ferdinando Rodriguez y, Mylonas, George
-- In this article, we investigate the model based position control of soft hydraulic actuators arranged in an antagonistic pair . A dynamical model of the system is constructed by employing the port-Hamiltonian formulation. A control algorithm is designed with an energy shaping approach, which accounts for the pressure dynamics of the fluid. A nonlinear observer is included to compensate the effect of unknown external forces. Simulations demonstrate the effectiveness of the proposed approach, and experiments achieve positioning accuracy of 0.043 mm with a standard deviation of 0.033 mm in the presence of constant external forces up to 1 N. Soft robotic systems possess many of the features required in minimally invasive surgery (MIS), including low weight and compliance similar to that of biological systems [1]. In addition, soft robots allow for affordable designs by replacing expensive actuators with low-cost solutions that can be produced locally in a low-resource setting [2].
Lumen Shape Reconstruction using a Soft Robotic Balloon Catheter and Electrical Impedance Tomography
Avery, James, Runciman, Mark, Fiani, Cristina, Sanchez, Elena Monfort, Akhond, Saina, Liu, Zhuang, Aristovich, Kirill, Mylonas, George
Incorrectly sized balloon catheters can lead to increased post-surgical complications, yet even with preoperative imaging, correct selection remains a challenge. With limited feedback during surgery, it is difficult to verify correct deployment. We propose the use of integrated impedance measurements and Electrical Impedance Tomography (EIT) imaging to assess the deformation of the balloon and determine the size and shape of the surrounding lumen. Previous work using single impedance measurements, or pressure data and analytical models, whilst demonstrating high sizing accuracy, have assumed a circular cross section. Here we extend these methods by adding a multitude of electrodes to detect elliptical and occluded lumen and obtain EIT images to localise deformations. Using a 14 Fr (5.3 mm) catheter as an example, numerical simulations were performed to find the optimal electrode configuration of two rings of 8 electrodes spaced 10 mm apart. The simulations predicted that the maximum detectable aspect ratio decreased from 0.9 for a 14mm balloon to 0.5 at 30mm. The sizing and ellipticity detection results were verified experimentally. A prototype robotic balloon catheter was constructed to automatically inflate a compliant balloon while simultaneously recording EIT and pressure data. Data were collected in experiments replicating stenotic vessels with an elliptical and asymmetrical profile, and the widening of a lumen during angioplasty. After calibration, the system was able to correctly localise the occlusion and detect aspect ratios of 0.75. EIT images further localised the occlusion and visualised the dilation of the lumen during balloon inflation.