journal article·2025-09-16Open access

Taguchi Optimization of Corrosion Resistance and Wettability of a-C Films on SS316L Deposited via Magnetron Sputtering Technique

Xiaoxing Yang, Cunlong Zhou, Zhengyi Jiang, Jingwei Zhao, Tianxiang Wang, Haojie Duan

Coatings· Volume 15· Issue 9

Abstract

Due to the exceptional corrosion resistance, chemical stability, and dense microstructure, carbon-based thin films are extensively employed in hydrogen energy systems. This study employed magnetron sputtering to fabricate amorphous carbon (a-C) films on SS316L substrates, aiming to improve the corrosion resistance of bipolar plates (BPs) in proton exchange membrane fuel cells (PEMFCs). Using a Taguchi design, the effects of working pressure, sputtering power, substrate bias, and deposition time on film properties were systematically examined and optimized. Films were examined via field emission scanning electron microscopy (FE-SEM), contact angle measurements, and electrochemical tests. Comprehensive evaluation by the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method identified optimal conditions of 1.5 Pa pressure, 150 W radio frequency (RF) power, −250 V bias voltage, and 60 min deposition, yielding dense, uniform films with a corrosion current density of 1.61 × 10−6 A·cm−2 and a contact angle of 106.36°, indicative of lotus leaf-like hydrophobicity. This work enriches the theoretical understanding of a-C film process optimization, offering a practical approach for modifying fuel cell bipolar plates to support hydrogen energy applications.
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Research context

OpenAlex topics: Metal and Thin Film Mechanics · Diamond and Carbon-based Materials Research · Ion-surface interactions and analysis

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

State Key Laboratory of Advanced Stainless Steel, Taiyuan University of Science and Technology, Taiyuan 030024, China

School of Mechanical Engineering, Taiyuan University of Science and Technology, Taiyuan 030024, China

School of Mechanical, Materials, Biomedical and Mechatronic Engineering, University of Wollongong, Wollongong 2522, Australia

College of Mechanical Engineering, Taiyuan University of Technology, Taiyuan 030024, China

Research and Development Department, Shanxi Taigang Stainless Steel Precision Strip Co., Ltd., Taiyuan 030006, China

Funding

National Natural Science Foundation of China

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