Parametric Modeling of Cochlear Electrode Arrays Using Design of Experiments and Finite Element Analysis (FEA).

IF 1.7 4区 计算机科学 Q3 ENGINEERING, BIOMEDICAL
Applied Bionics and Biomechanics Pub Date : 2026-06-22 eCollection Date: 2026-01-01 DOI:10.1155/abb/6620284
Abdulaziz S Alaboodi, Jamal Alsamri
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引用次数: 0

Abstract

Cochlear implant (CI) electrode arrays must navigate the delicate, spiraling microanatomy of the human cochlea. Optimizing their intrinsic mechanical properties is crucial for ensuring smooth surgical insertion and preventing extracochlear buckling. This study presents a parametric, bench-type biomechanical evaluation of tapered cochlear electrode arrays, combining three-dimensional (3D) finite element analysis (FEA) with a design of experiments (DOE) methodology. The array was modeled as a heterogeneous composite, comprising platinum-iridium (Pt-Ir) conductors embedded in a polydimethylsiloxane (PDMS) (silicone) matrix and evaluated as a free-space cantilever under simulated surgical deflection conditions of up to 30°. This approach isolates the intrinsic bending stiffness and longitudinal column strength independent of complex tribological friction. A 15-run factorial design varying apical radius, basal radius, and array length was utilized to quantify their interactive effects on tip deflection and reaction force. The FEA results demonstrated that across the parametric sweeps, maximum tip deflection ranged from 6.16 to 8.27 mm, while the reaction force varied between 1.096 and 4.66 mN. Peak Von Mises stress localized at the fixed basal end at 205.86 MPa, operating safely within the elastic limit of the composite's alloy. Analysis of variance (ANOVA) revealed that array length is the dominant driver of tip deflection, whereas the basal radius governs reaction force due to its fourth-power scaling of the area moment of inertia. Predictive regression models achieved adjusted R-squared values approaching unity; as the experimental runs are derived from deterministic FEA simulations rather than stochastic physical trials, this near-perfect fit reflects exact mathematical mapping of the response surface rather than real-world physical variance. To validate this deterministic numerical framework, the outputs were successfully correlated against previously published experimental data using optical fibers as structural proxies under precision force measurement. Ultimately, these findings provide an efficient, predictive parametric design framework for benchmarking and comparing tapered electrode array geometries, utilizing flexural rigidity and reaction forces as fundamental proxies for safe surgical handling and structural trackability.

基于实验设计和有限元分析的耳蜗电极阵列参数化建模。
人工耳蜗(CI)电极阵列必须适应人类耳蜗精细的螺旋状微观解剖结构。优化其内在力学性能是确保手术顺利插入和防止耳蜗外屈曲的关键。本研究采用三维(3D)有限元分析(FEA)与实验设计(DOE)相结合的方法,对锥形耳蜗电极阵列进行了参数化、台架式生物力学评价。该阵列被建模为非均相复合材料,包括铂铱(Pt-Ir)导体嵌入聚二甲基硅氧烷(PDMS)(硅胶)基体中,并在模拟手术偏转高达30°的条件下作为自由空间悬臂进行评估。这种方法将固有的弯曲刚度和纵向柱强度与复杂的摩擦分离开来。一个15组的因子设计改变了根尖半径、基底半径和阵列长度来量化它们对尖端偏转和反作用力的相互作用。有限元分析结果表明,在各参数扫面范围内,最大叶顶挠度在6.16 ~ 8.27 mm之间,反作用力在1.096 ~ 4.66 mN之间。Von Mises应力峰值位于固定基端205.86 MPa,在复合材料合金弹性极限范围内安全运行。方差分析(ANOVA)表明,阵列长度是尖端偏转的主要驱动因素,而基底半径由于其面积惯性矩的四次方标度而决定反作用力。预测回归模型使调整后的r平方值接近于1;由于实验运行来自确定性有限元模拟而不是随机物理试验,这种近乎完美的拟合反映了响应面的精确数学映射,而不是现实世界的物理方差。为了验证这一确定性的数值框架,输出成功地与先前发表的实验数据相关联,使用光纤作为精确力测量下的结构代理。最终,这些发现为基准测试和比较锥形电极阵列几何形状提供了一个有效的、可预测的参数化设计框架,利用弯曲刚度和反作用力作为安全手术处理和结构可追溯性的基本指标。
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来源期刊
Applied Bionics and Biomechanics
Applied Bionics and Biomechanics ENGINEERING, BIOMEDICAL-ROBOTICS
自引率
4.50%
发文量
338
审稿时长
>12 weeks
期刊介绍: Applied Bionics and Biomechanics publishes papers that seek to understand the mechanics of biological systems, or that use the functions of living organisms as inspiration for the design new devices. Such systems may be used as artificial replacements, or aids, for their original biological purpose, or be used in a different setting altogether.
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