TY - JOUR
T1 - Oxidizing-gas-based passivation of pyrophoric iron sulfides
AU - Dou, Zhan
AU - Shen, Shuoxun
AU - Jiang, Juncheng
AU - Wang, Zhirong
AU - Diao, Xu
AU - Chen, Qiang
N1 - Publisher Copyright:
© 2020 Taylor & Francis Group, LLC.
PY - 2021
Y1 - 2021
N2 - Iron sulfides, as a class of common pyrophoric materials, are widely formed and deposited on the internal surface of transportation, storage, and refinery equipment in oil, petrochemical, and chemical industries. To reduce the self-heating risk from iron sulfides, this paper proposes a practicable method for inhibiting pyrophoric iron sulfides. Unlike existing inhibition methods, an oxidative gas mixture with a limited oxygen concentration and flow rate was employed in this study. The limited oxygen concentration and flow rate were determined using the following: (i) a combination of a trial-and-error method with a model developed through an experimental study and (ii) the support vector machine (SVM). In our experiments, the sulfurization and oxidation apparatus described in a previous study was improved, and then, the effects of mass deposition, concentration, and flow rate of oxygen on the self-heating property of pyrophoric iron sulfides were investigated. The results showed that the tendencies of the maximum oxidation temperature of pyrophoric iron sulfide versus the mass per unit area and oxygen concentration exhibited an approximate logistic fit, and for the oxygen flow rate, the tendency followed a log-normal fit. The developed SVM-based model is highly reliability in predicting the maximum oxidation temperature. Accordingly, a set of procedures for suppressing pyrophoric iron sulfide was given and explained by its implementation in a distillation column. Our proposed method was confirmed to be more effective, economic, and cleaner for the inhibition of pyrophoric iron sulfides.
AB - Iron sulfides, as a class of common pyrophoric materials, are widely formed and deposited on the internal surface of transportation, storage, and refinery equipment in oil, petrochemical, and chemical industries. To reduce the self-heating risk from iron sulfides, this paper proposes a practicable method for inhibiting pyrophoric iron sulfides. Unlike existing inhibition methods, an oxidative gas mixture with a limited oxygen concentration and flow rate was employed in this study. The limited oxygen concentration and flow rate were determined using the following: (i) a combination of a trial-and-error method with a model developed through an experimental study and (ii) the support vector machine (SVM). In our experiments, the sulfurization and oxidation apparatus described in a previous study was improved, and then, the effects of mass deposition, concentration, and flow rate of oxygen on the self-heating property of pyrophoric iron sulfides were investigated. The results showed that the tendencies of the maximum oxidation temperature of pyrophoric iron sulfide versus the mass per unit area and oxygen concentration exhibited an approximate logistic fit, and for the oxygen flow rate, the tendency followed a log-normal fit. The developed SVM-based model is highly reliability in predicting the maximum oxidation temperature. Accordingly, a set of procedures for suppressing pyrophoric iron sulfide was given and explained by its implementation in a distillation column. Our proposed method was confirmed to be more effective, economic, and cleaner for the inhibition of pyrophoric iron sulfides.
KW - deoxidization procedure
KW - oxygen concentration
KW - oxygen flow rate
KW - pyrophoric iron sulfide inhibition
KW - support vector machine
UR - http://www.scopus.com/inward/record.url?scp=85087486378&partnerID=8YFLogxK
U2 - 10.1080/00986445.2020.1783538
DO - 10.1080/00986445.2020.1783538
M3 - 文章
AN - SCOPUS:85087486378
SN - 0098-6445
VL - 208
SP - 1395
EP - 1404
JO - Chemical Engineering Communications
JF - Chemical Engineering Communications
IS - 10
ER -