Timed Petri-Net Based Formulation and an Algorithm for the Optimal Scheduling of Batch Plants
International Journal of Applied Mathematics and Computer Science, Tome 13 (2003) no. 4, pp. 527-536
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The effective scheduling of operations in batch plants has a great potential for high economic returns, in which the formulation and an optimal solution algorithm are the main issues of study. Petri nets have proven to be a promising technique for solving many difficult problems associated with the modelling, formal analysis, design and coordination control of discrete-event systems. One of the major advantages of using a Petri-net model is that the same model can be used for the analysis of behavioural properties and performance evaluation, as well as for the systematic construction of discrete-event simulators and controllers. This paper aims at presenting a Petri-net based approach to the scheduling of operations in batch plants. Firstly, the short term of the `scheduling of batch plants' is formulated by means of a timed Petri net which can accommodate various intermediate storage policies, such as unlimited intermediate storage (UIS), no intermediate storage (NIS), finite intermediate storage (FIS), and mixed intermediate storage (MIS). Secondly, a heuristic search algorithm for the optimal scheduling of batch plants is given, which is based on generating and checking the markings in the reachability tree of the Petri-net model. Finally, the novel formulation and algorithm are tested with several simulation case studies.
Keywords:
timed Petri nets, scheduling, batch plants, discrete event, algorithm, heuristic
Mots-clés : informatyka
Mots-clés : informatyka
@article{IJAMCS_2003_13_4_a9,
author = {Gu, T. and Bahri, P. A. and Cai, G.},
title = {Timed {Petri-Net} {Based} {Formulation} and an {Algorithm} for the {Optimal} {Scheduling} of {Batch} {Plants}},
journal = {International Journal of Applied Mathematics and Computer Science},
pages = {527--536},
year = {2003},
volume = {13},
number = {4},
language = {en},
url = {http://geodesic.mathdoc.fr/item/IJAMCS_2003_13_4_a9/}
}
TY - JOUR AU - Gu, T. AU - Bahri, P. A. AU - Cai, G. TI - Timed Petri-Net Based Formulation and an Algorithm for the Optimal Scheduling of Batch Plants JO - International Journal of Applied Mathematics and Computer Science PY - 2003 SP - 527 EP - 536 VL - 13 IS - 4 UR - http://geodesic.mathdoc.fr/item/IJAMCS_2003_13_4_a9/ LA - en ID - IJAMCS_2003_13_4_a9 ER -
%0 Journal Article %A Gu, T. %A Bahri, P. A. %A Cai, G. %T Timed Petri-Net Based Formulation and an Algorithm for the Optimal Scheduling of Batch Plants %J International Journal of Applied Mathematics and Computer Science %D 2003 %P 527-536 %V 13 %N 4 %U http://geodesic.mathdoc.fr/item/IJAMCS_2003_13_4_a9/ %G en %F IJAMCS_2003_13_4_a9
Gu, T.; Bahri, P. A.; Cai, G. Timed Petri-Net Based Formulation and an Algorithm for the Optimal Scheduling of Batch Plants. International Journal of Applied Mathematics and Computer Science, Tome 13 (2003) no. 4, pp. 527-536. http://geodesic.mathdoc.fr/item/IJAMCS_2003_13_4_a9/