A Data Warehouse as an Indispensable Tool to Determine the Effectiveness of the Use of the Longwall Shearer

被引：24

作者：

Brodny, Jaroslaw ^{[1
]}

Tutak, Magdalena ^{[2
]}

Michalak, Marcin ^{[3
]}

机构：

[1] Silesian Tech Univ, Inst Prod Engn, Fac Org & Management, Ul Roosevelta 26, PL-41800 Zabrze, Poland

[2] Silesian Tech Univ, Fac Min & Geol, Inst Min, Ul Akad 2, PL-44100 Gliwice, Poland

[3] Silesian Tech Univ, Inst Informat, Ul Akad 16, PL-44100 Gliwice, Poland

来源：

BEYOND DATABASES, ARCHITECTURES AND STRUCTURES: TOWARDS EFFICIENT SOLUTIONS FOR DATA ANALYSIS AND KNOWLEDGE REPRESENTATION | 2017年 / 716卷

关键词：

Overall Equipment Effectiveness; OEE; Machine monitoring; Data warehouse; PREDICTION; MODELS; MINE;

D O I：

10.1007/978-3-319-58274-0_36

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The effective use of machines and devices in the mining industry is significant. In a competitive energy market, such effectiveness can decide about the further functioning of the company in many cases. The article subject refers to these issues, in particular, to the way of determining the availability of a longwall shearer used in underground coal mining. The article presents the proposal of using the data warehouse to determine the level of load of a longwall shearer during its work on the basis of shearer motor power consumption time series.

引用

页码：453 / 465

页数：13

共 17 条

[1]

Brodny J, 2016, INT MULTI SCI GEOCO, P65

[2] Diagnostics of Synchronous Motor Based on Analysis of Acoustic Signals with the use of Line Spectral Frequencies and K-nearest Neighbor Classifier [J].