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Designing of Artificial Intelligence Model-Free Controller Based on Output Error to Control Wound Healing Process

机译:基于输出误差的无创人工智能控制伤口愈合过程的控制器设计

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The complexity of biological systems demands the use of appropriate controllers in order to control the final quality of the system based on the effects of inputs of the system. Wound healing is a complex biological process dependent on multiple variables: tissue oxygenation, wound size, contamination, etc. Many of these factors depend on multiple factors themselves. Mechanisms for some interactions between these factors are still unknown. The artificial intelligence appears as an interesting alternative to control such systems and to satisfy the desired requirement. In this paper we try to simulate and control wound healing process with focusing on remodeling phase by neural networks as an intelligence technique. For these purposes some materials like mathematical modeling, finite elements method, and effect of external forces on the scar tissue are used here.
机译:生物系统的复杂性要求使用适当的控制器,以便根据系统输入的影响来控制系统的最终质量。伤口愈合是一个复杂的生物过程,取决于多个变量:组织氧合,伤口大小,污染等。许多因素都取决于多个因素本身。这些因素之间某些相互作用的机制仍然未知。人工智能似乎是控制此类系统并满足所需需求的有趣替代方法。在本文中,我们尝试通过以神经网络为智能技术,着重于重塑阶段来模拟和控制伤口的愈合过程。为了这些目的,这里使用了一些材料,例如数学建模,有限元方法以及外力对疤痕组织的影响。

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