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开发一种用于自调节假肢接受腔的控制框架,该框架纳入组织损伤风险估计和广义预测控制。

Developing a control framework for self-adjusting prosthetic sockets incorporating tissue injury risk estimation and generalized predictive control.

作者信息

Mbithi F M, Chipperfield A J, Steer J W, Dickinson A S

机构信息

Mechanical Engineering Department, University of Southampton, Highfield Campus, Southampton, SO17 1BJ UK.

出版信息

Biomed Eng Lett. 2021 Dec 2;12(1):59-73. doi: 10.1007/s13534-021-00211-x. eCollection 2022 Feb.


DOI:10.1007/s13534-021-00211-x
PMID:35186360
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8825909/
Abstract

To perform activities of daily living (ADL), people with lower limb amputation depend on the prosthetic socket for stability and proprioceptive feedback. Poorly fitting sockets can cause discomfort, pain, limb tissue injuries, limited device usage, and potential rejection. Semi-passively controlled adjustable socket technologies exist, but these depend upon the user's perception to determine safe interfacial pressure levels. This paper presents a framework for automatic control of an adjustable transtibial prosthetic socket that enables active adaptation of residuum-socket interfacial loading through localized actuators, based on soft tissue injury risk estimation. Using finite element analysis, local interfacial pressure vs. compressive tissue strain relationships were estimated for three discrete anatomical actuator locations, for tissue injury risk assessment within a control structure. Generalized Predictive Control of multiple actuators was implemented to maintain interfacial pressure within estimated safe and functional limits. Controller simulation predicted satisfactory dynamic performance in several scenarios. Actuation rates of 0.06-1.51 kPa/s with 0.67% maximum overshoot, and 0.75-1.58 kPa/s were estimated for continuous walking, and for a demonstrative loading sequence of ADL, respectively. The developed platform could be useful for extending recent efforts in adjustable lower limb prosthetic socket design, particularly for individuals with residuum sensory impairment.

摘要

为了进行日常生活活动(ADL),下肢截肢者依靠假肢接受腔来保持稳定并获得本体感觉反馈。不合适的接受腔会导致不适、疼痛、肢体组织损伤、设备使用受限以及可能的排斥反应。虽然存在半被动控制的可调节接受腔技术,但这些技术依赖于用户的感知来确定安全的界面压力水平。本文提出了一种用于自动控制可调节经胫假肢接受腔的框架,该框架基于软组织损伤风险估计,通过局部致动器实现残肢 - 接受腔界面负荷的主动适应。利用有限元分析,针对三个离散的解剖学致动器位置估计了局部界面压力与压缩组织应变的关系,用于控制结构内的组织损伤风险评估。实施了多个致动器的广义预测控制,以将界面压力维持在估计的安全和功能极限内。控制器仿真预测了在几种情况下令人满意的动态性能。连续行走时的致动速率估计为0.06 - 1.51 kPa/s,最大超调量为0.67%,对于ADL的演示加载序列,致动速率分别为0.75 - 1.58 kPa/s。所开发的平台可能有助于扩展近期在可调节下肢假肢接受腔设计方面的努力,特别是对于有残肢感觉障碍的个体。

相似文献

[1]
Developing a control framework for self-adjusting prosthetic sockets incorporating tissue injury risk estimation and generalized predictive control.

Biomed Eng Lett. 2021-12-2

[2]
Predictive Control for an Active Prosthetic Socket informed by FEA-based Tissue Damage Risk Estimation.

Annu Int Conf IEEE Eng Med Biol Soc. 2019-7

[3]
Predictive prosthetic socket design: part 1-population-based evaluation of transtibial prosthetic sockets by FEA-driven surrogate modelling.

Biomech Model Mechanobiol. 2020-8

[4]
Key considerations for finite element modelling of the residuum-prosthetic socket interface.

Prosthet Orthot Int. 2021-4-1

[5]
Development of a residuum/socket interface simulator for lower limb prosthetics.

Proc Inst Mech Eng H. 2017-3

[6]
Analysis of Pressure Distribution in Transfemoral Prosthetic Socket for Prefabrication Evaluation via the Finite Element Method.

Bioengineering (Basel). 2019-10-24

[7]
Adjustable sockets may improve residual limb fluid volume retention in transtibial prosthesis users.

Prosthet Orthot Int. 2019-6

[8]
Quantification of Shear Stresses Within a Transtibial Prosthetic Socket.

Foot Ankle Int. 2014-8

[9]
Predictive prosthetic socket design: part 2-generating person-specific candidate designs using multi-objective genetic algorithms.

Biomech Model Mechanobiol. 2020-8

[10]
Adjustable-Volume Prosthetic Sockets: Market Overview and Value Propositions.

Can Prosthet Orthot J. 2021-9-21

引用本文的文献

[1]
Adjustable prosthetic sockets: a systematic review of industrial and research design characteristics and their justifications.

J Neuroeng Rehabil. 2023-11-6

本文引用的文献

[1]
Key considerations for finite element modelling of the residuum-prosthetic socket interface.

Prosthet Orthot Int. 2021-4-1

[2]
Advanced technologies for intuitive control and sensation of prosthetics.

Biomed Eng Lett. 2019-8-8

[3]
Sensing and actuation technologies for smart socket prostheses.

Biomed Eng Lett. 2019-11-12

[4]
Establishing a measurement array to assess tissue tolerance during loading representative of prosthetic use.

Med Eng Phys. 2020-4

[5]
Predictive Control for an Active Prosthetic Socket informed by FEA-based Tissue Damage Risk Estimation.

Annu Int Conf IEEE Eng Med Biol Soc. 2019-7

[6]
Predictive prosthetic socket design: part 1-population-based evaluation of transtibial prosthetic sockets by FEA-driven surrogate modelling.

Biomech Model Mechanobiol. 2020-8

[7]
A motor-driven adjustable prosthetic socket operated using a mobile phone app: A technical note.

Med Eng Phys. 2019-4-23

[8]
Residual limb fluid volume change and volume accommodation: Relationships to activity and self-report outcomes in people with trans-tibial amputation.

Prosthet Orthot Int. 2018-8

[9]
Preliminary evaluation of a novel bladder-liner for facilitating residual limb fluid volume recovery without doffing.

J Rehabil Res Dev. 2016

[10]
Multi-Indenter Device for in Vivo Biomechanical Tissue Measurement.

IEEE Trans Neural Syst Rehabil Eng. 2017-5

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