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Author:

Tang, Jian (Tang, Jian.) | Yan, Gaowei (Yan, Gaowei.) | Liu, Zhuo (Liu, Zhuo.) | Liu, Yefeng (Liu, Yefeng.) | Yu, Gang (Yu, Gang.) | Sheng, Ning (Sheng, Ning.)

Indexed by:

EI Scopus SCIE

Abstract:

Online monitoring load parameters inside the ball mill is the key to improving the production quality and quantity of the mineral grinding process. In this paper, the experimental analysis of wet mill load parameter (MLPs) based on multiple channel mechanical signals is presented. A series of experiments is conducted to investigate the mechanical frequency spectrum characteristics in terms of different grinding conditions, such as only-ball, -mineral, or -water load change. Based on power spectra density (PowSD), multiple channel mechanical signals are interpreted for different MLPs, i.e., mineral-to-ball volume ratio (MBVR), pulp density (PD), and charge volume ratio (CVR), in detail. Experimental results show that the PowSDs of these mechanical signals are positively correlated with CVR and negatively correlated with MBVR and PD. Further, the generation mechanism of these mechanical signals is qualitatively analyzed, and a new measurement method for the contribution rate of multiple channel mechanical signals, i.e., combination estimation index, is proposed. The results show the different contribution rates of these signals to various MLPs under varied grinding conditions. Appropriate mechanical channels for different MLPs must be selected to construct an effective MLP forecasting model.

Keyword:

Mill load parameters Combination estimation index Mineral grinding process Frequency spectrum data Multiple channel mechanical signal

Author Community:

  • [ 1 ] [Tang, Jian]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Yan, Gaowei]Taiyuan Univ Technol, Coll Informat Engn, Taiyuan 030024, Peoples R China
  • [ 3 ] [Liu, Zhuo]Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110004, Peoples R China
  • [ 4 ] [Liu, Yefeng]Shenyang Inst Technol, Liaoning Key Lab Informat Phys Fus & Intelligent, Fushun 113122, Liaoning, Peoples R China
  • [ 5 ] [Yu, Gang]State Beijing Key Lab Proc Automat Min & Met, Beijing 100089, Peoples R China
  • [ 6 ] [Sheng, Ning]Qingdao Univ Sci & Technol, Automat & Elect Engn Acad, Qingdao 266042, Peoples R China

Reprint Author's Address:

  • [Tang, Jian]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China

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Source :

MINERALS ENGINEERING

ISSN: 0892-6875

Year: 2020

Volume: 159

4 . 8 0 0

JCR@2022

ESI Discipline: GEOSCIENCES;

ESI HC Threshold:99

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 9

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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