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Second, the Proper Orthogonal Decomposition (POD) method is used to reduce the order in this paper. Finally, the NNPC of permanent magnet direct drive BCS based on the ROM is proposed. The simulation result shows that the order of BCS model is effectively reduced by the POD method. The NNPC based on the ROM has a good performance in the control of permanent magnet direct drive BCS, and the error between of the full order model and the ROM is 0.19[Formula: see text]m\/s. <\/jats:p>","DOI":"10.1142\/s0218001421590527","type":"journal-article","created":{"date-parts":[[2021,12,29]],"date-time":"2021-12-29T06:56:47Z","timestamp":1640761007000},"source":"Crossref","is-referenced-by-count":2,"title":["Control Algorithm of Permanent Magnet Direct Drive Belt Conveyor System for Mining Based on Reduced Order Model"],"prefix":"10.1142","volume":"35","author":[{"given":"Jiehui","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Mechanic, Hebei University of Engineering, 19 Taiji Road, Congtai District, Handan 056038, P. 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