Multi-layer Perception Neural Network Soft-sensor Modeling of Grinding Process Based on Swarm Intelligent Optimization Algorithms

In modern industrial production processes, hard instruments are often used to measure quality variables in industrial processes, but they are often subject to various economic or technical limitations and cannot successfully complete real-time monitoring tasks. In order to alleviate these problems,...

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Veröffentlicht in:	Engineering letters Jg. 32; H. 3; S. 463
Hauptverfasser:	Shang-Guan, Yi-Peng, Xing, Cheng, Wang, Jie-Sheng, Sun, Yong-Cheng, Yang, Qing-Da
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Hong Kong International Association of Engineers 01.03.2024
Schlagworte:	Algorithms Error functions Grinding Multilayers Neural networks Optimization Optimization algorithms Performance prediction Prediction models Process variables Real time Real variables Sensors
ISSN:	1816-093X, 1816-0948
Online-Zugang:	Volltext
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