How to Build a Vibration Monitoring System on Your Own?

被引：2

作者：

Jablonski, Adam ^{[1
]}

Zeglen, Michal ^{[1
]}

Staszewski, Wojciech ^{[1
]}

Czop, Piotr ^{[1
]}

Barszcz, Tomasz ^{[1
]}

机构：

[1] Akad Gorniczo Hutnicza Stanislawa Stasz Krakowie, Wydzial Inzynierii Mech & Robotyki, Katedra Robotyki & Mechatron, Aleja Adama Mickiewicza 30, PL-30059 Krakow, Poland

来源：

ADVANCES IN CONDITION MONITORING OF MACHINERY IN NON-STATIONARY OPERATIONS, CMMNO 2016 | 2018年 / 9卷

关键词：

Condition monitoring system; Data acquisition; MEMS;

D O I：

10.1007/978-3-319-61927-9_11

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

With the ultimate goal of cost reduction of condition monitoring, this paper illustrates how simple data acquisition and processing systems could be designed and realized taking advantage of latest cheap, yet powerful electronic elements. The discussed designs are based on recently popular STM32 and Raspberry Pi boards, and analog MEMS accelerometers. The final prototype design shown in the paper is developed on the F401re version of the STM family, which is working on ARM M4 Cortex processor, and the ADXL001-70 MEMS accelerometer from Analog Devices Ltd. The entire design has been develop using a standard notebook with Windows 10 operating system. The major interest of presenting this design is that in wide range of conditions, the self-made system developed from scratch with elements, price of which does not exceed 15 USD, is capable of generating a frequency spectrum equally significant to a spectrum generated by a full-scale, costly commercial condition monitoring system.

引用

页数：11

共 8 条

[1] Performance evaluation of MEMS accelerometers [J].

Albarbar, A. ;

Badri, A. ;

Sinha, Jyod K. ;

Starr, A. .

MEASUREMENT, 2009, 42 (05) :790-795

[2]

Blanke M., 2006, Diagnosis and fault-tolerant control

[3] Practical aspects of a condition monitoring system for a wind turbine with emphasis on its design, system architecture, testing and installation [J].

Hameed, Z. ;

Ahn, S. H. ;

Cho, Y. M. .

RENEWABLE ENERGY, 2010, 35 (05) :879-894

[4]

Isermann R, 2011, FAULT-DIAGNOSIS APPLICATIONS: MODEL-BASED CONDITION MONITORING: ACTUATORS, DRIVES, MACHINERY, PLANTS, SENSORS, AND FAULT-TOLERANT SYSTEMS, P1, DOI 10.1007/978-3-642-12767-0

[5] MEMS: Micro technology, mega impact [J].

Nagel, DJ ;

Zaghloul, ME .

IEEE CIRCUITS & DEVICES, 2001, 17 (02) :14-25

[6]

Pan M.-C., 1996, Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis, 1996, P477, DOI [DOI 10.1109/TFSA.1996.550096, 10.1109/TFSA.1996.550096]

[7] Investigation into the use of low cost MEMS accelerometers for vibration based damage detection [J].

Ratcliffe, Colin ;

Heider, Dirk ;

Crane, Roger ;

Krauthauser, Carl ;

Yoon, Myung Keun ;

Gillespie, John. W., Jr. .

COMPOSITE STRUCTURES, 2008, 82 (01) :61-70

[8] Remote machine maintenance system through Internet and mobile communication [J].

Wang, Wanbin ;

Tse, Peter W. ;

Lee, Jay .

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2007, 31 (7-8) :783-789

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