Statistical Lifetime Modeling of Fe-Ni-Cr Alloys Subject to High-Temperature Corrosion in Waste-to-Energy Production Units
The incineration of municipal solid waste as the main process of waste-to-energy (WtE) plants is often associated with high-temperature corrosion problems. With the idea of further increasing the efficiency of electric power generation and reducing the total cost of WtE units, it is important to dev...
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Published in | Corrosion (Houston, Tex.) Vol. 71; no. 11; pp. 1360 - 1369 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Houston
NACE International
01.11.2015
National Association of Corrosion Engineers |
Subjects | |
Online Access | Get full text |
ISSN | 0010-9312 1938-159X |
DOI | 10.5006/1808 |
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Abstract | The incineration of municipal solid waste as the main process of waste-to-energy (WtE) plants is often associated with high-temperature corrosion problems. With the idea of further increasing the efficiency of electric power generation and reducing the total cost of WtE units, it is important to develop preventive maintenance strategies based on accurate predictive methods resulting in economic savings and resource optimization. The main purpose of this study is to propose a statistical methodology for lifetime prediction modeling over a wide range of conditions of these complex environments and discuss the results regarding the mechanisms described in the literature. In order to create a quantitative tool to evaluate material corrosion performances based on adapted corrosion tests and the definition of accurate criteria for life assessment, a database with 1,595 test results has been built from several published high-temperature corrosion studies. The data distribution was analyzed by descriptive statistic approaches; the procedure of principal components analysis was applied to determine the most important parameters that govern the corrosion process. The statistical results were compared with the experimental findings of the authors to create a model by multiple linear regression analysis whose accuracy and physical interpretation are discussed. |
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AbstractList | The incineration of municipal solid waste as the main process of waste-to-energy (WtE) plants is often associated with high-temperature corrosion problems. With the idea of further increasing the efficiency of electric power generation and reducing the total cost of WtE units, it is important to develop preventive maintenance strategies based on accurate predictive methods resulting in economic savings and resource optimization. The main purpose of this study is to propose a statistical methodology for lifetime prediction modeling over a wide range of conditions of these complex environments and discuss the results regarding the mechanisms described in the literature. In order to create a quantitative tool to evaluate material corrosion performances based on adapted corrosion tests and the definition of accurate criteria for life assessment, a database with 1,595 test results has been built from several published high-temperature corrosion studies. The data distribution was analyzed by descriptive statistic approaches; the procedure of principal components analysis was applied to determine the most important parameters that govern the corrosion process. The statistical results were compared with the experimental findings of the authors to create a model by multiple linear regression analysis whose accuracy and physical interpretation are discussed. |
Author | Camperos, Sheyla Monceau, Daniel Floquet, Pascal Brossard, Jean Michel |
Author_xml | – sequence: 1 givenname: Sheyla surname: Camperos fullname: Camperos, Sheyla – sequence: 2 givenname: Jean Michel surname: Brossard fullname: Brossard, Jean Michel – sequence: 3 givenname: Pascal surname: Floquet fullname: Floquet, Pascal – sequence: 4 givenname: Daniel surname: Monceau fullname: Monceau, Daniel |
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CitedBy_id | crossref_primary_10_1016_j_cles_2024_100143 |
Cites_doi | 10.5006/1.3284886 10.1016/j.proeng.2012.03.033 10.1016/S0010-938X(99)00142-0 10.1016/S0010-938X(01)00058-0 10.1016/j.corsci.2010.07.032 10.1016/S0010-938X(01)00059-2 10.1002/maco.200503930 10.5006/1.3280466 10.5006/C2002-02387 10.4028/www.scientific.net/MSF.595-598.281 10.1016/0010-938X(95)00011-8 10.1016/j.corsci.2011.03.009 10.1007/s11085-013-9395-x 10.1016/j.corsci.2011.11.015 10.1016/j.wasman.2013.09.002 10.1002/1521-4176(200011)51:11<774::AID-MACO774>3.0.CO;2-Y 10.5006/C1997-97157 10.1016/j.fuproc.2007.06.031 10.1016/S0040-6031(98)00596-6 10.1016/0010-938X(85)90109-X 10.7449/2001/Superalloys_2001_35_46 10.1002/(SICI)1521-4176(200004)51:4<236::AID-MACO236>3.0.CO;2-# 10.1016/j.fuproc.2011.06.017 10.5006/C1997-97154 10.5006/C2001-01173 10.1002/(SICI)1521-4176(200005)51:5<303::AID-MACO303>3.0.CO;2-F 10.1016/j.matchemphys.2005.03.015 10.5006/C2001-01183 |
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Keywords | Uniform corrosion Corrosion rate Statistical modeling Hot corrosion |
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SubjectTerms | Chemical and Process Engineering Chemical engineering Chemical Sciences Combustion Corrosion Corrosion products Corrosion tests Economics Electric power Electric power generation Electric power sources Engineering Sciences Ferrous alloys Gases Heat resistant alloys High temperature Incineration Iron Life assessment Materials selection Mathematical models Modelling Municipal solid waste Municipal waste management Nickel Optimization Prediction models Predictive maintenance Preventive maintenance Principal components analysis Regression analysis Regression models Solid waste management Statistical analysis Statistical methods Temperature Variables Waste to energy |
Title | Statistical Lifetime Modeling of Fe-Ni-Cr Alloys Subject to High-Temperature Corrosion in Waste-to-Energy Production Units |
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