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CIRP Encyclopedia of Production Engineering, 2014
Production planning is the process of translating customer orders to jobs for the manufacturing plant with attached due dates.
Giuseppe Stecca
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Production planning is the process of translating customer orders to jobs for the manufacturing plant with attached due dates.
Giuseppe Stecca
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A deep learning approach for integrated production planning and predictive maintenance
International Journal of Production Research, 2023This paper considers a multi-period multi-product capacitated lot-sizing problem. It develops an integrated predictive maintenance and production planning framework using deep learning and mathematical programming. The objective is to minimise the sum of
Hassan Dehghan Shoorkand +2 more
semanticscholar +1 more source
International Journal of Production Research, 2021
In this work, a novel optimisation-simulation based on the Recursive Optimisation-Simulation Approach (ROSA) methodology is developed to provide effective decision-support for integrated production planning and scheduling. The proposed iterative approach
Miguel Vieira +5 more
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In this work, a novel optimisation-simulation based on the Recursive Optimisation-Simulation Approach (ROSA) methodology is developed to provide effective decision-support for integrated production planning and scheduling. The proposed iterative approach
Miguel Vieira +5 more
semanticscholar +1 more source
Smart production planning and control in the Industry 4.0 context: A systematic literature review
Computers & industrial engineering, 2020Scholars and practitioners have considered Industry 4.0 a comprehensive set of emerging technologies that establish a new industrial perspective based on the “Internet of Things”.
Adauto Bueno +2 more
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Big data driven predictive production planning for energy-intensive manufacturing industries
, 2020Improving energy and resource efficiency in manufacturing is an important goal for enterprises to sustain their competitive advantages. Predictive production planning is a new solution to achieve such goal, following the direct improvement of energy ...
Shuaiyin Ma +5 more
semanticscholar +1 more source