Predictive Machine Vision and AI-Driven Dynamic Line Balancing for Intelligent Pharmaceutical Fill–Finish Operations

Abstract excerpt

<title>Abstract</title> <p>Aseptic fill–finish lines operate under stringent good manufacturing practice (GMP) constraints and high throughput demands, where small disturbances can cascade into bottlenecks that erode overall equipment effectiveness (OEE). Conventional static balancing and manual adjustments often respond too late to prevent efficiency losses. This study introduces a predictive, machine vision–dri...

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• Genotype
• Genotyping Techniques
• Human Papillomavirus Viruses
• Papillomaviridae
• Papillomavirus Infections
• Risk Assessment

Identifiers and source

Literature Corpus work

3c606608-1688-5d95-bab9-a5da139c22b8

DOI

10.21203/rs.3.rs-8320015/v1