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In manufacturing, adherence to delivery dates is one of the main logistic goals. The production control department has to cope with short-term deviations from the planned route sheets. Because of unforeseen disruptions, e.g.
Steinlein, Felix +2 more
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Levels of Autonomy in Production Logistics: Terminology and Framework
The increasing demand of flexibility in production systems influences the organisation of production logistics and enhances the role of autonomous resources for logistic tasks.
Krä, Michaela +5 more
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Production systems must be more resilient and adaptive due to mass customization and increasingly external disturbances, such as supply chain disruptions or changing policies.
Göppert, Amon +5 more
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As necessidades de informações para tomadas de decisão ocorrem em qualquer tipo de empresa. Informações de baixa qualidade podem prejudicar estas decisões.
Fábio Favaretto
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Explainable Deep Reinforcement Learning for Production Control
Due to the growing number of variants and smaller batch sizes manufacturing companies have to cope with increasing material flow complexity. Thus, increasing the difficulty for production planning and control (PPC) to create a feasible and economic ...
Theumer, Philipp +5 more
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Smart Grid for Industry Using Multi-Agent Reinforcement Learning
The growing share of renewable power generation leads to increasingly fluctuating and generally rising electricity prices. This is a challenge for industrial companies.
Martin Roesch +5 more
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PRODUCTION CONTROL OVER OBSERVANCE OF INDUSTRIAL SAFETY ATHAZARDOUS PRODUCTION FACILITIES
The job of oil and gas companies of ensuring safe operation of hazardous facilities in general is carried out in accordance with applicable laws, rules and regulations. Sometimes major violations occur, therefore, for the purpose of improving the quality
S. V. Vorobjeva +2 more
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Multidrug resistance poses a global threat to the poultry industry and public health, so the direction towards eliminating the use of antibiotics and finding alternatives is a vital step to solve this problem.
Engy Ahmed Hamed +6 more
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Deep Reinforcement Learning In Production Planning And Control: A Systematic Literature Review
Increasingly fast development cycles and individualized products pose major challenges for today's smart production systems in times of industry 4.0. The systems must be flexible and continuously adapt to changing conditions while still guaranteeing high
Panzer, Marcel +4 more
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Control of Erythropoietin Production
Erythropoietin has been known to be the primary humoral agent which regulates erythropoiesis since the early work in 1906 of Carnot and DeFlandre (1). This hormone was first called “hemopoietine” (1) but has subsequently been named “erythropoietin” (Ep) by Bonsdorff and Jalavisto (2).
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