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A Framework Based on Predictive Maintenance, Zero-Defect Manufacturing and Scheduling Under Uncertainty Tools, to Optimize Production Capacities of High-End Quality Products

机译:基于不确定性工具的预测性维护,零缺陷制造和计划的框架,以优化高端优质产品的生产能力

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Nowadays exploiting the full potential of the humongous amount of data that manufactures can produce with their production means is a real challenge. Moreover, increasing production capabilities without large investments is a recurring objective for them. To reach this objective, many different strategies are in development i.e. zero-defect manufacturing, predictive maintenance and scheduling algorithms which deal with high uncertainty. In the end, they will all be implemented in industry. Their joined implementation in the industry is however missing a coherent framework that would allow to merge those different solutions. This paper proposes an approach that combines those three deeply interconnected technologies to bring a clean solution that significantly improves production capacity. This paper present the approach giving an idea of the possibilities and opportunities of the presented solution.
机译:如今利用了生产的高度数据的全部潜力,这些数据的生产可能会产生生产手段是一个真正的挑战。此外,没有大型投资的增加的生产能力是他们的重复目标。为了达到这一目标,许多不同的策略正在开发中,即零缺陷制造,预测性维护和调度算法,其处理高不确定性。最终,他们都将在工业中实施。然而,他们在业内加入的实施是缺少一个相干框架,允许合并这些不同的解决方案。本文提出了一种结合那三项深度互连技术的方法,使一种明显提高生产能力的干净解决方案。本文介绍了提出解决方案的可能性和机遇的方法。

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