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The main idea consists in describing the variation of patterns over time through the so-called \u2018pattern class variable\u2019 rather than state variable or output variable. A new petri net control model is constructed based on pattern class variable. The marks are defined as posterior probability of the cluster. By redefining the marks and transition on the basis of ordinary Petri nets, it can represent any combination of discrete-event and continuous element and has probability property. The simulation results are provided based on real plant data to illustrate the effectiveness of the proposed approach. This method might provide the satisfied results for the practical applications without having the exact mathematical models.<\/jats:p>","DOI":"10.1177\/0142331217737834","type":"journal-article","created":{"date-parts":[[2017,12,11]],"date-time":"2017-12-11T11:46:31Z","timestamp":1512992791000},"page":"2771-2778","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":10,"title":["A new pattern based Petri net to model sintering production process"],"prefix":"10.1177","volume":"40","author":[{"given":"Jinxia","family":"Wu","sequence":"first","affiliation":[{"name":"College of Science, Liaoning University of Technology, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuang","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Engineering, Bohai University, 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