Efficient scheduling of batch processes in continuous processing lines [PDF]
This thesis focuses mainly on the development of efficient formulations for scheduling in industrial environments. Likewise, decisions over the processes more related to advanced process control or production planning are included in the scheduling ...
Gómez Palacín, Carlos
core +1 more source
Automated organization production and mounting of glass curtain walls [PDF]
At present the automation of organizational design and organizational preparation of building production is based mainly on the outdated methods. Solution of this requires the development of effective methods of technical regulation and construction ...
M.M. Kalyuzhnyuk, A.V. Kalyuzhnyuk
doaj +1 more source
Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning [PDF]
We propose a framework to learn to schedule a job-shop problem (JSSP) using a graph neural network (GNN) and reinforcement learning (RL). We formulate the scheduling process of JSSP as a sequential decision-making problem with graph representation of the state to consider the structure of JSSP.
arxiv +1 more source
Agent-based dynamic scheduling model for product-driven production
Goal: This research provides specific solution for dynamic scheduling of product-driven production with unique level of detail and original architecture. Design / Methodology / Approach: Design process of scheduling problem-solving MAS is divided into
João Thiago de G. A. A. Campos+3 more
doaj +1 more source
Reactive scheduling using a multi-agent model: the SCEP framework [PDF]
Multi-agent systems have been successfully applied to the scheduling problem for some time. However, their use often leads to poorly unsatisfactory disappointing results. A new multi-agent model, called supervisor, customers, environment, producers (SCEP)
Archimède, Bernard, Coudert, Thierry
core +2 more sources
Guided Optimization for Image Processing Pipelines [PDF]
Writing high-performance image processing code is challenging and labor-intensive. The Halide programming language simplifies this task by decoupling high-level algorithms from "schedules" which optimize their implementation. However, even with this abstraction, it is still challenging for Halide programmers to understand complicated scheduling ...
arxiv +1 more source
Dynamic hybrid simulation of batch processes driven by a scheduling module [PDF]
Simulation is now a CAPE tool widely used by practicing engineers for process design and control. In particular, it allows various offline analyses to improve system performance such as productivity, energy efficiency, waste reduction, etc.
Fabre, Florian+3 more
core +3 more sources
Research on deep reinforcement learning based intelligent shop scheduling method
The unprecedented prosperity of the industrial internet of things (IIoT) has opened up a new path for the traditional industrial manufacturing model.Intelligent shop scheduling is one of the key technologies to achieve the overall control and flexible ...
Zihui LUO+4 more
doaj +2 more sources
PROOF OBLIGATIONS AS A SUPPORT TOOL FOR EFFICIENT PROCESS MANAGEMENT IN THE FIELD OF PRODUCTION PLANNING AND SCHEDULING [PDF]
Production planning and scheduling is one of the most important business processes that significantly influence the performance of manufacturing companies. There are many information systems supporting production planning and scheduling and some of them
Denisa Hrušecká
doaj +1 more source
Planning problems are particularly important for the production processes of precast reinforced concrete elements. Currently used modeling of these processes is based on the flow shop problem.
Michał Podolski
doaj +1 more source