Utilizing Constraint Optimization for Industrial Machine Workload Balancing [PDF]
Efficient production scheduling is an important application area of constraint-based optimization techniques. Problem domains like flow- and job-shop scheduling have been extensive study targets, and solving approaches range from complete and local ...
+4 more
core +1 more source
Collaborative production planning with BIM – Design, development and evaluation of a Virtual Production Planning system [PDF]
Construction projects have for a long time been characterized by increased specialization, low productivity, and a fragmented information exchange culture, resulting in inefficient work processes, with time delays and budget overruns. Research within the
Viklund Tallgren, Mikael
core
Optimal production and maintenance scheduling for a multiproduct batch plant considering degradation [PDF]
Performance decay due to asset degradation is an important constraint in industrial production and therefore needs to be actively considered. This paper focuses on short-term scheduling for multiproduct batch processes with sequence-dependent degradation
Bouaswaig, Ala+6 more
core +2 more sources
Production Scheduling of an Emulsion Polymerization Process
This paper describes a production scheduling model that can be run for an emulsion polymerization (EP) production process. This scheduling model is used to maximize the total profit of the production process by calculating a production plan which optimizes costs and profits.
Simme Douwe Simme Douwe Flapper+3 more
openaire +3 more sources
Production Planning and Scheduling of Parallel Continuous Processes with Product Families [PDF]
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 family.
Kopanos, Georgios+2 more
openaire +4 more sources
This paper presents the Smart Garment Ecosystem (SG-ECO) and enriches the garment customization production scheduling model theory. On the basis of SG-ECO, the author designs a regional collaborative production alliance (RCPA) based on the idea of ...
Zhishuo Liu, Simeng Lin, Han Li
doaj +1 more source
Application of metaheuristics in multi-product polymer production scheduling: A case study
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
Towards Standardising Reinforcement Learning Approaches for Production Scheduling Problems [PDF]
Recent years have seen a rise in interest in terms of using machine learning, particularly reinforcement learning (RL), for production scheduling problems of varying degrees of complexity. The general approach is to break down the scheduling problem into a Markov Decision Process (MDP), whereupon a simulation implementing the MDP is used to train an RL
arxiv +1 more source
Optimal Fair-Workload Scheduling: A Case Study at Glorytek
Taichung is the center of the Taiwanese precision optical industry. Optics companies are modernized and automated, with most running 24 h production lines.
Tzu-Chin Lin, Bertrand M. T. Lin
doaj +1 more source
A FAST Method to Achieve Flexible Production Programming Systems [PDF]
© 2008 IEEE. Personal use of this material is permitted. Permissíon from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertisíng or promotional purposes, creating new ...
Argente, Estefanía+4 more
core +1 more source