TY - JOUR
T1 - Petri Nets and Deadlock-Free Scheduling of Open Shop Manufacturing Systems
AU - Mejia, Gonzalo
AU - Caballero-Villalobos, Juan Pablo
AU - Montoya, Carlos
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2018/6
Y1 - 2018/6
N2 - In this paper, we study the open shop scheduling problem with blocking and deadlocks. First, we develop a new Petri net class that extends the well-known S3R nets to handle the features of open shop systems. Next, we establish necessary conditions for deadlock-free operation based on the properties of a particular structural siphon. Then, we implement a graph search algorithm that intelligently explores the net reachability graph and uses a search strategy based on a double filtering mechanism and new evaluation functions. We conducted computational tests on a set of classical instances adapted from the literature. The quality of the solutions was established with a lower bound calculated with the aforementioned siphon. The results show the validity of the approach: the proposed algorithm found solutions with values that were very close to the lower bound in most cases.
AB - In this paper, we study the open shop scheduling problem with blocking and deadlocks. First, we develop a new Petri net class that extends the well-known S3R nets to handle the features of open shop systems. Next, we establish necessary conditions for deadlock-free operation based on the properties of a particular structural siphon. Then, we implement a graph search algorithm that intelligently explores the net reachability graph and uses a search strategy based on a double filtering mechanism and new evaluation functions. We conducted computational tests on a set of classical instances adapted from the literature. The quality of the solutions was established with a lower bound calculated with the aforementioned siphon. The results show the validity of the approach: the proposed algorithm found solutions with values that were very close to the lower bound in most cases.
KW - Deadlock-free scheduling
KW - Petri nets (PNs)
KW - filtered beam search (FBS)
KW - open shop
UR - http://www.scopus.com/inward/record.url?scp=85020751175&partnerID=8YFLogxK
U2 - 10.1109/TSMC.2017.2707494
DO - 10.1109/TSMC.2017.2707494
M3 - Article
AN - SCOPUS:85020751175
SN - 2168-2216
VL - 48
SP - 1017
EP - 1028
JO - IEEE Transactions on Systems, Man, and Cybernetics: Systems
JF - IEEE Transactions on Systems, Man, and Cybernetics: Systems
IS - 6
ER -