Related Experiment Video
Updated: May 14, 2026

05:38
Micromechanical Tension Testing of Additively Manufactured 17-4 PH Stainless Steel Specimens
Published on: April 7, 2021
Optimization of the Passivation Process for AM 350 and CUSTOM 450 Stainless Steels Using Taguchi Methodology and Gray
Facundo Almeraya-Calderon1, Jose Cabral-Miramontes1, Miguel Villegas-Tovar1
1Universidad Autónoma de Nuevo Leòn, FIME, Centro de Investigación e Innovación en Ingeniería Aeronáutica (CIIIA), eón, San Nicolás de los Garza 66455, Mexico.
Materials (Basel, Switzerland)
|May 13, 2026
Summary
Optimizing passivation parameters for precipitation-hardening stainless steels (PHSS) significantly enhances corrosion resistance. The study integrates Taguchi, GRA, and ANOVA methods to identify ideal conditions for AM350 and CUSTOM 450 alloys.
Area of Science:
- Materials Science
- Corrosion Engineering
- Surface Engineering
Background:
- Precipitation-hardening stainless steels (PHSS) like AM350 and CUSTOM 450 are crucial in aerospace.
- Their corrosion resistance is critical but challenging to optimize due to complex passivation processes.
- Nitric acid passivation, while common, has environmental and safety concerns.
Purpose of the Study:
- To optimize passivation parameters for PHSS alloys (AM350, CUSTOM 450) to enhance corrosion resistance.
- To implement a robust multi-response optimization methodology for complex passivation processes.
- To explore alternatives to nitric acid passivation.
Main Methods:
- Design of Experiments using the Taguchi method to study factors like material, passivation solution, concentration, temperature, and time.
- Gray Relational Analysis (GRA) for multi-response optimization.
- Analysis of Variance (ANOVA) to determine the significance of each parameter.
- Corrosion resistance evaluation using H2SO4 and NaCl solutions.
Main Results:
- Optimized parameters identified: PHSS AM350, citric acid/oxalic acid solution (25% v/v), 50°C, 120 min.
- Achieved up to 55% improvement in corrosion resistance.
- Taguchi/GRA integration proved effective for complex, multi-response optimization.
Conclusions:
- The integrated Taguchi, GRA, and ANOVA approach provides an efficient method for optimizing PHSS passivation.
- The developed parameters significantly reduce corrosion rates, offering a viable alternative to nitric acid passivation.
- This research enhances the durability and performance of critical aerospace materials.

