Скачать или смотреть Challenges and Limitations in Manufacturing Systems

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The sources present a comprehensive overview of the multifaceted challenges and limitations currently facing various types of manufacturing systems. Key issues include the difficulty in modeling and analyzing complex systems, such as those involving perishable products, hybrid flow, or matrix structures, often leading to large, computationally expensive Markovian models and an inability to maximize responsiveness to market changes. Significant barriers also exist in the implementation of advanced systems, specifically Reconfigurable Manufacturing Systems (RMS) and smart manufacturing, due to a lack of systematic design methodologies, organizational resistance, and difficulties in quantitatively analyzing success factors. Furthermore, the texts highlight problems in data utilization and integration, citing inconsistent production time definitions, the need to fuse quality data into remaining useful life (RUL) prediction, and challenges in handling imprecise sensor data for reliability evaluations. Ultimately, these limitations restrict effective decision-making, optimal scheduling, and the overall ability to develop economically viable and highly efficient manufacturing systems that can adapt to changing demands and new technologies.#softwaretheses