Method for avoiding false alarms in "associated" systems of automatic fault detection of production processes in chemical plants

被引：0

作者：

Miroslaw, Tomasz ^{[1
]}

Grabowski, Pawel ^{[1
]}

Miroslaw, Marcin ^{[2
]}

机构：

[1] Politech Warszawskiej, Inst Pojazdow & Maszyn Roboczych, Ul Narbutta 84, PL-02594 Warsaw, Poland

[2] Polevs Sp Zoo, Warsaw, Poland

来源：

PRZEMYSL CHEMICZNY | 2024年 / 103卷 / 11期

关键词：

manufacturing processes monitoring; diagnostic systems; transducers; fault detection; DIAGNOSIS; ACCIDENTS;

D O I：

10.15199/62.2024.11.17

中图分类号：

O6 [化学];

学科分类号：

0703 ;

摘要：

The most important problems related to false alarms raised by supervision systems operating on production lines were analyzed. These alarms were very often caused by failures or malfunctions of diagnostic devices such as transducers, conditioners and amplifiers, involved in monitoring processes. A concept of a method for reducing the problem of false alarms, based on observations of non-process parameters, was proposed. It can be applied to production processes in the chemical industry.

引用

页码：1312 / 1315

页数：4

共 19 条

[11]

Paplinski A, 2016, CHEMIK, V70, P331

[12] Fault diagnosis based on gated recurrent unit network with attention mechanism and transfer learning under few samples in nuclear power plants [J].

Qian, Gensheng ;

Liu, Jingquan .

PROGRESS IN NUCLEAR ENERGY, 2023, 155

[13] Isolability of faults in sensor fault diagnosis [J].

Sharifi, Reza ;

Langari, Reza .

MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2011, 25 (07) :2733-2744

[14]

Sienkiewicz R., Ryzyka w przemysle chemicznym

[15] Fault Detection and Diagnosis Methods for Sensors Systems: a Scientific Literature Review [J].

Trapani, Natalia ;

Longo, Leonardo .

IFAC PAPERSONLINE, 2023, 56 (02) :1253-1263

[16] A review of process fault detection and diagnosis Part I: Quantitative model-based methods [J].

Venkatsubramanian, V ;

Rengaswamy, R ;

Yin, K ;

Kavuri, SN .

COMPUTERS & CHEMICAL ENGINEERING, 2003, 27 (03) :293-311

[17] CONTROLLED FLIGHT INTO TERRAIN ACCIDENTS - SYSTEM-INDUCED ERRORS [J].

WIENER, EL .

HUMAN FACTORS, 1977, 19 (02) :171-181

[18] Fault diagnosis method for water quality monitoring and control equipment in aquaculture based on multiple SVM combined with D-S evidence theory [J].

Yang, Hao ;

Hassan, Shahbaz Gul ;

Wang, Liang ;

Li, Daoliang .

COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2017, 141 :96-108

[19]

Zarczynski A, 2015, PRZEM CHEM, V94, P43

← 1 2 →