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Chromium carbonitride coating produced on DIN 1.2210 steel by thermo-reactive deposition technique: Thermodynamics, kinetics and modeling
Khalaj, G ; Sharif University of Technology | 2013
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- Type of Document: Article
- DOI: 10.1016/j.surfcoat.2013.02.030
- Publisher: 2013
- Abstract:
- A duplex surface treatment on DIN 1.2210 steel has been developed involving nitriding and followed by chromium thermo-reactive deposition (TRD) techniques. The TRD process was performed in molten salt bath at 550, 625 and 700°C for 1-14h. The process formed a thickness up to 9.5μm of chromium carbonitride coatings on a hardened diffusion zone. Characterization of the coatings by means of scanning electron microscopy (SEM) and X-ray diffraction analysis (XRD) indicates that the compact and dense coatings mainly consist of Cr(C,N) and Cr2(C,N) phase. All the growth processes of the chromium carbonitride obtained by TRD technique followed a parabolic kinetics. Activation energy (Q) for the process was estimated to be 185.6kJ/mol of chromium carbonitride coating. A model based on genetic programming for predicting the layer thickness of duplex coating of the specimens has been presented. To construct the model, training and testing was conducted by using experimental results from 82 specimens. The data used as inputs in genetic programming models were five independent parameters consisting of the pre-nitriding time, ferro-chromium particle size, ferro-chromium weight percent, salt bath temperature and coating time. The training and testing results in genetic programming models illustrated a strong capability for predicting the layer thickness of duplex coating
- Keywords:
- Carbonitride coatings ; Duplex surface treatment ; Gene expression programming ; Independent parameters ; Thermoreactive deposition ; Training and testing ; TRD ; Activation energy ; Carbon nitride ; Chromate coatings ; Chromium ; Deposition ; Fused salts ; Genetic programming ; Growth kinetics ; Nitriding ; Scanning electron microscopy ; Surface treatment ; Thermodynamics ; X ray diffraction analysis ; Diffusion coatings
- Source: Surface and Coatings Technology ; Volume 225 , 2013 , Pages 1-10 ; 02578972 (ISSN)
- URL: http://www.sciencedirect.com/science/article/pii/S0257897213001850