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Distributional Reinforcement Learning for Scheduling of Chemical Production Processes [PDF]
CoRR, 2022 Reinforcement Learning (RL) has recently received significant attention from the process systems engineering and control communities. Recent works have investigated the application of RL to identify optimal scheduling decision in the presence of uncertainty. In this work, we present a RL methodology tailored to efficiently address production scheduling
Max Mowbray +2 more
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Perancangan Sistem Penjadwalan Mesin Hybrid Flow Shop dengan Algoritma Levyflight Discrete Firefly [PDF]
ComTech, 2014 The main issues that have been encountered in PT Surya Toto Indonesia is companies do not know how to measure the performance of the production process so as the utilization of resources that will be used isn’t yet to be known with efficiently.
Andrew Verrayo Limas +2 more
doaj +3 more sources
Production Planning and Scheduling of Parallel Continuous Processes with Product Families [PDF]
Industrial & Engineering Chemistry Research, 2010 The goal of this paper is the development of a mixed integer programming formulation for the production planning and scheduling of parallel (single-stage) continuous processes in the presence of sequence-dependent switchover times and costs for product families, and sequence-independent switchovers for products belonging to the same ...
Kopanos, Georgios +2 more
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Innovation in the Production Process: Conditions in Line with the Production Schedule
EUROPEAN RESEARCH STUDIES JOURNAL, 2021 Purpose: Efficient implementation of the production process is important nowadays. The form of production is important from the point of view of meeting the conditions in which operations are assigned to individual positions in accordance with the production process, based on the schedule of a given production.
Jalowiec, Tomasz +6 more
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Improvement of the Scheduling of Automotive Testing Processes Based on Production Scheduling Methods [PDF]
, 2023 AbstractIncreasing challenges in the automotive industry are caused by shorter development times for products, greater diversity of variants and increasing cost pressure. Testing plays an elementary role within the product development process (PDP). There are already many publications that deal with the early phases of the PDP, but relatively few that ...
Leon Stütz +3 more
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Sustainable Scheduling of Cloth Production Processes by Multi-Objective Genetic Algorithm with Tabu-Enhanced Local Search [PDF]
Sustainability, 2017 Rui Zhang
exaly +2 more sources
Production Scheduling of Multi-Stage, Multi-product Food Process Industries
, 2018 The production scheduling of a real-life multi-product, mixed batch and continuous food industrial facility is considered in this work. More specifically, the scheduling of canned fish production in a large-scale Spanish industry is studied in detail. The deployment of an efficient solution strategy is proposed to handle the computationally challenging
Georgiadis, Georgios P. +6 more
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Automating a manual production scheduling process at a pharmaceutical company
2011 IEEE Workshop On Computational Intelligence In Production And Logistics Systems (CIPLS), 2011 We look at the automation of a manual production scheduling process at a pharmaceutical company, by using mixed integer optimization and a simple greedy algorithm. The pharmaceutical company is a make to order producer with highly utilized resources and flexible production processes.
Eyjólfur Ingi Ásgeirsson +2 more
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Application of metaheuristics in multi-product polymer production scheduling: A case study
Systems and Soft Computing, 2023 Chemical manufacturers produce a range of polymer product families on a large scale within complex and dispersed manufacturing plants. These plants are connected through pipelines and are highly dependent on each other.
Marnus van Wyk, James Bekker
doaj +1 more source
Applied Sciences, 2021 This paper aims to study a real case of an optimization problem derived from a hospital supply chain. The present work focuses on developing operational decision support models and algorithms for production process scheduling in hospital catering.
Fatima Abderrabi +6 more
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