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Application of machine learning technique for predicting and evaluating chloride ingress in concrete

Frontiers of Structural and Civil Engineering Pages 1153-1169 doi: 10.1007/s11709-022-0830-4

Abstract: The degradation of concrete structure in the marine environment is often related to chloride-inducedTherefore, the chloride concentration in concrete is a vital parameter for estimating the corrosion levelThis research aims at predicting the chloride content in concrete using three hybrid models of gradientcontent of concrete because the chloride ion ingress is affected by both chemical and physical processesThis study provides an insight into the evaluation and prediction of the chloride content of concrete

Keywords： gradient boosting random forest chloride content concrete sensitivity analysis.

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Chloride ingress and macro-cell corrosion of steel in concrete made with recycled brick aggregate

Frontiers of Structural and Civil Engineering 2021, Volume 15, Issue 6, Pages 1358-1371 doi: 10.1007/s11709-021-0769-x

Abstract: An investigation on chloride ingress and macro-cell corrosion of steel bars in concrete made with recycledCylindrical specimens were submerged in 3% NaCl solution at a temperature of 40°C to investigate chlorideingress in concrete made with RBA, BA, and SA after 120 and 180 d.The chloride ingress as well as corrosion of steel bars in concrete made with the different types of

Keywords： brick aggregate chloride ingress macro-cell corrosion recycled brick aggregate

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Impacts of climate change on optimal mixture design of blended concrete considering carbonation and chlorideingress

Xiao-Yong WANG

Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 2, Pages 473-486 doi: 10.1007/s11709-020-0608-5

Abstract: Second, strength, slump, carbonation, and chloride ingress models are used to evaluate concrete propertiesThe effect of different climate change scenarios on carbonation and chloride ingress is considered.

Keywords： ternary blended concrete climate change optimal mixture design carbonation chloride ingress

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Chloride binding and time-dependent surface chloride content models for fly ash concrete

S. MUTHULINGAM,B. N. RAO

Frontiers of Structural and Civil Engineering 2016, Volume 10, Issue 1, Pages 112-120 doi: 10.1007/s11709-015-0322-x

Abstract: Chloride ingress into concrete, essential for inducing rebar corrosion, is a complex interaction betweenThe current study proposes two chloride ingress parameter models for fly ash concrete, namely: 1) surfacechloride content under tidal exposure condition; and 2) chloride binding.First, inconsistencies in surface chloride content and chloride binding models reported in literatureSecondly, to avoid such inconsistencies, surface chloride content and chloride binding models for fly

Keywords： binding isotherms chloride ingress concrete fly ash surface chloride content

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Evaluating effect of chloride attack and concrete cover on the probability of corrosion

Sanjeev Kumar VERMA, Sudhir Singh BHADAURIA, Saleem AKHTAR

Frontiers of Structural and Civil Engineering 2013, Volume 7, Issue 4, Pages 379-390 doi: 10.1007/s11709-013-0223-9

Abstract: recently performed chlorination studies, and from results of a field survey evaluates the effect of chloridecontent on the probability of corrosion and the influence of concrete compressive strength on the chloridecontent and penetration, also evaluates the effect of concrete cover over the chloride content of the

Keywords： concrete chloride reinforcement corrosion deterioration cover

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Progress on cleaner production of vinyl chloride monomers over non-mercury catalysts

Jinli ZHANG, Nan LIU, Wei LI, Bin DAI

Frontiers of Chemical Science and Engineering 2011, Volume 5, Issue 4, Pages 514-520 doi: 10.1007/s11705-011-1114-z

Abstract: Polyvinyl chloride (PVC) has become the third most used plastic after polyethylene and polypropylenePolyvinyl chloride is produced by polymerization of the vinyl chloride monomer (VCM), which is manufacturedHowever, the industrial production of VCM utilizes a mercuric chloride catalyst to promote the reactionof acetylene and hydrogen chloride.During the hydrochlorination, the highly toxic mercuric chloride tends to sublime, resulting in the deactivation

Keywords： polyvinyl chloride vinyl chloride monomer acetylene hydrochlorination non-mercury catalysts green chemical

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On corrosion to stainless steel by calcium chloride with different extender

Lv XU, Yuanyang HU, Liwei WANG, Ruzhu WANG,

Frontiers in Energy 2010, Volume 4, Issue 2, Pages 181-184 doi: 10.1007/s11708-009-0065-2

Abstract: A calcium chloride solution with a different extender, which is made up of either pure calcium chloride, calcium chloride with expanded graphite, or calcium chloride with activated carbon, acts differentlyThe mass ratio between calcium chloride with expanded graphite or activated carbon is almost 4∶, calcium chloride with expanded graphite, and calcium chloride with activated carbon, the strongest, the weakest oxidation creation happened in the solution of calcium chloride with activated carbon,

Keywords： stainless steel corrosion calcium chloride expanded graphite activated carbon oxidation creation pitting

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Green process to recover magnesium chloride from residue solution of potassium chloride production plant

WANG Lin, HE Yunliang, WANG Yanfei, BAO Ying, WANG Jingkang

Frontiers of Chemical Science and Engineering 2008, Volume 2, Issue 4, Pages 385-389 doi: 10.1007/s11705-008-0079-z

Abstract: The green process to recover magnesium chloride from the residue solution of a potassium chloride productionThe residue solution contains magnesium chloride above 25 wt-%, potassium chloride and sodium chlorideremoval operation and the two-stage evaporation-cooling crystallization procedure to produce magnesium chlorideThe crystallized impurity carnallite obtained from the first step is recycled to the potassium chlorideThe produced magnesium chloride is up to industrial criteria.

Keywords： industrial production chemical industrial produced magnesium chloride production impurity carnallite

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Oxidation performance of graphite material in reactors

LUO Xiaowei, YU Xinli, YU Suyuan

Frontiers in Energy 2008, Volume 2, Issue 4, Pages 471-474 doi: 10.1007/s11708-008-0074-6

Abstract: the reactor because of the impurities in the coolant and/or the accident conditions, such as water ingressand air ingress.

Keywords： ingress accident oxidation coolant moderator

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Coupled diffusion of chloride and other ions in saturated concrete

Nattapong DAMRONGWIRIYANUPAP, Linyuan LI, Yunping XI

Frontiers of Structural and Civil Engineering 2011, Volume 5, Issue 3, Pages 267-277 doi: 10.1007/s11709-011-0112-z

Abstract: Corrosion of reinforcing steel due to chloride ions is one of the severe deterioration problems in long-termThe diffusion of chloride ions is associated and strongly affected by other ions in the pore solutionIn this paper, chloride penetration into concrete structures was mathematically characterized by theNernst-Planck equation which considered not only diffusion mechanism of the chloride ions but also ionicThe material models of chloride binding capacity and chloride diffusion coefficient were incorporated

Keywords： diffusion chloride concrete Nernst-Planck equation durability

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Long-term durability of onshore coated concrete —chloride ion and carbonation effects

Seyedhamed SADATI,Mehdi K. MORADLLO,Mohammad SHEKARCHI

Frontiers of Structural and Civil Engineering 2016, Volume 10, Issue 2, Pages 150-161 doi: 10.1007/s11709-016-0341-2

Abstract: Surface chloride ion build-up and variation in chloride ion diffusion were monitored with respect to

Keywords： carbonation chloride ion corrosion service life surface coating

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Decomposition of perfluorooctanoic acid by microwave-activated persulfate: Effects of temperature, pH, and chloride

Yuchi LEE, Shanglien LO, Jeff KUO, Chinghong HSIEH

Frontiers of Environmental Science & Engineering 2012, Volume 6, Issue 1, Pages 17-25 doi: 10.1007/s11783-011-0371-x

Abstract: The objectives of this study were to investigate the effects of pH (pH= 2.5, 6.6, 8.8, and 10.5), chlorideBoth high pH and chloride concentrations would result in more scavenging of sulfate free radicals andWhen chloride concentrations were less than 0.04 mol·L at 90°C and 0.06 mol·L at 60°C, presence ofchloride ions had insignificant impacts on PFOA degradation.beyond these concentration levels, PFOA degradation rates reduced significantly with an increase in chloride

Keywords： microwave perfluorooctanoic acid pH persulfate chloride ions perfluorocarboxylic acids

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Damage on lining concrete in highway tunnels under combined sulfate and chloride attack

Rongrong YIN, Chenchen ZHANG, Qing WU, Baocheng LI, He XIE

Frontiers of Structural and Civil Engineering 2018, Volume 12, Issue 3, Pages 331-340 doi: 10.1007/s11709-017-0421-y

Abstract:

The combined effect from sulfate and chloride is one of the important reasons to cause the damageTo investigate the effect of chloride ions on the corrosion of lining concretes under sulfate attack,The ultrasonic results, compression strength and XRD patterns confirmed that the existence of chloridethe lining concretes under sulfate attack, and the depressing effect increased with the content of chlorideThe existence of chloride mainly affected the final degradation stage and obviously decreased the corrosion

Keywords： lining concrete sulfate chloride compression ultrasonic

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Comparative study on the efficiency and environmental impact of two methods of utilizing polyvinyl chloride

WU Yuehui,WANG Guoliang,WANG Zhen,LIU Yi,GU Ping,SUN Dezhi

Frontiers of Environmental Science & Engineering 2014, Volume 8, Issue 3, Pages 451-462 doi: 10.1007/s11783-013-0614-0

Abstract: Two processes of utilizing polyvinyl chloride (PVC) waste, an incineration process and a vacuum pyrolysis

Keywords： polyvinyl chloride waste utilization incineration process vacuum pyrolysis process life cycle assessment

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Effect of lanthanum chloride on growth of breast cancer cells and regulation of transcription

Xue LI MM , Ping HE MM , Jie XIA MM , Shiwei SONG BS , Jinhai LU BM , Yunde LIU MM ,

Frontiers of Medicine 2009, Volume 3, Issue 3, Pages 336-340 doi: 10.1007/s11684-009-0053-2

Abstract: Lanthanum salt is a prescription drug, but its underlying functions and mechanisms are not fully understood currently. To explore the potential therapeutic value of , cytotoxicity test was applied to investigate its effects on cell proliferation. Furthermore, we observed its influence on pro-oncogene by reverse transcription polymerase chain reaction (RT-PCR). In MCF-7 cell line, repressed cell proliferation at high concentration but had no significant inhibition effect on cell growth at low concentration. However, we observed that repressed transcription at a low concentration. This may suggest that is a potent drug to inhibit the high expression of in carcinoma cells and play a clue for inhibiting the growth and invasion of tumor.

Keywords： proliferation c-met invasion lanthanum chloride

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Title Author Date Type Operation

Application of machine learning technique for predicting and evaluating chloride ingress in concrete

Journal Article

Chloride ingress and macro-cell corrosion of steel in concrete made with recycled brick aggregate

Journal Article

Impacts of climate change on optimal mixture design of blended concrete considering carbonation and chlorideingress

Xiao-Yong WANG

Journal Article

Chloride binding and time-dependent surface chloride content models for fly ash concrete

S. MUTHULINGAM,B. N. RAO

Journal Article

Evaluating effect of chloride attack and concrete cover on the probability of corrosion

Sanjeev Kumar VERMA, Sudhir Singh BHADAURIA, Saleem AKHTAR

Journal Article

Progress on cleaner production of vinyl chloride monomers over non-mercury catalysts

Jinli ZHANG, Nan LIU, Wei LI, Bin DAI

Journal Article

On corrosion to stainless steel by calcium chloride with different extender

Lv XU, Yuanyang HU, Liwei WANG, Ruzhu WANG,

Journal Article

Green process to recover magnesium chloride from residue solution of potassium chloride production plant

WANG Lin, HE Yunliang, WANG Yanfei, BAO Ying, WANG Jingkang

Journal Article

Oxidation performance of graphite material in reactors

LUO Xiaowei, YU Xinli, YU Suyuan

Journal Article

Coupled diffusion of chloride and other ions in saturated concrete

Nattapong DAMRONGWIRIYANUPAP, Linyuan LI, Yunping XI

Journal Article

Long-term durability of onshore coated concrete —chloride ion and carbonation effects

Seyedhamed SADATI,Mehdi K. MORADLLO,Mohammad SHEKARCHI

Journal Article

Decomposition of perfluorooctanoic acid by microwave-activated persulfate: Effects of temperature, pH, and chloride

Yuchi LEE, Shanglien LO, Jeff KUO, Chinghong HSIEH

Journal Article

Damage on lining concrete in highway tunnels under combined sulfate and chloride attack

Rongrong YIN, Chenchen ZHANG, Qing WU, Baocheng LI, He XIE

Journal Article

Comparative study on the efficiency and environmental impact of two methods of utilizing polyvinyl chloride

WU Yuehui,WANG Guoliang,WANG Zhen,LIU Yi,GU Ping,SUN Dezhi

Journal Article

Effect of lanthanum chloride on growth of breast cancer cells and regulation of transcription

Xue LI MM , Ping HE MM , Jie XIA MM , Shiwei SONG BS , Jinhai LU BM , Yunde LIU MM ,

Journal Article

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