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Conference

Dynamic Extruder Speed Control in Large Format Additive Manufacturing via EAPPO

Large Format Additive Manufacturing (LFAM) utilizes a fused filament fabrication technique, where an extruder continuously deposits melted thermoplastic material layer by layer. Since the temperature of the base layer significantly impacts the quality of the final product, dynamically controlling the extruder’s speed b...

Feng Ju, Hao-Yang Xie, Dylan Hoskins et al. · 0 citations
Conference

Dynamic Graph-Based Reinforcement Learning for Efficient Scheduling in Large-Scale Flexible Job Shops

The Flexible Job Shop Scheduling Problem (FJSP) is an NP-hard optimization challenge with significant industrial applications, especially for large-scale instances. Traditional approaches, such as Priority Dispatching Rules (PDRs), often struggle with time-intensive design processes and suboptimal performance as proble...

Jeongwon Park, Feng Ju · 0 citations

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