File(s) under permanent embargo
An effective heuristic for stockyard planning and machinery scheduling at a coal handling facility
conference contribution
posted on 2013-01-01, 00:00 authored by Samer HanounSamer Hanoun, B Khan, Michael JohnstoneMichael Johnstone, Saeid Nahavandi, Douglas CreightonDouglas CreightonCoal handling is a complex process involving different correlated and highly dependent operations such as selecting appropriate product types, planning stockpiles, scheduling stacking and reclaiming activities and managing train loads. Planning these operations manually is time consuming and can result in non-optimized schedules as future impact of decisions may not be appropriately considered. This paper addresses the operational scheduling of the continuous coal handling problem with multiple conflicting objectives. As the problem is NP-hard in nature, an effective heuristic is presented for planning stockpiles and scheduling resources to minimize delays in production and the coal age in the stockyard. A model of stockyard operations within a coal mine is described and the problem is formulated as a Bi- Objective Optimization Problem (BOOP). The algorithm efficacy is demonstrated on different real-life data scenarios. Computational results show that the solution algorithm is effective and the coal throughput is substantially impacted by the conflicting objectives. Together, the model and the proposed heuristic, can act as a decision support system for the stockyard planner to explore the effects of alternative decisions, such as balancing age and volume of stockpiles, and minimizing conflicts due to stacker and reclaimer movements.
History
Event
IEEE International Conference on Industrial Informatics (11th : 2013 : Bochum, Germany)Pagination
206 - 211Publisher
IEEELocation
Bochum, GermanyPlace of publication
Piscataway, N.J.Start date
2013-07-29End date
2013-07-31ISBN-13
9781479907519Language
engPublication classification
E1 Full written paper - refereedCopyright notice
2013, IEEETitle of proceedings
INDIN 2013 : Proceedings of the 2013 11th IEEE International Conference on Industrial InformaticsUsage metrics
Categories
No categories selectedKeywords
Licence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC