An effective method to optimise plasma immersion ion implantation: Sensitivity analysis and design based on low-density polyethylene

被引:8
作者
Chen, Yuan [1 ]
Xu, Can [2 ]
Bilek, Marcela M. M. [3 ,4 ]
Cheng, Xinying [1 ,4 ,5 ]
Wang, Chun-Hui [5 ]
机构
[1] Univ Sydney, Ctr Adv Mat Technol CAMT, Sch Aerosp Mech & Mechatron Engn, Sydney, NSW 2006, Australia
[2] Shanghai Jiao Tong Univ, Sch Mech Engn, Shanghai, Peoples R China
[3] Univ Sydney, Sch Phys, Appl & Plasma Phys Lab, Sydney, NSW, Australia
[4] Univ Sydney, Sch Biomed Engn, Sydney, NSW, Australia
[5] Univ New South Wales, Sch Mech & Mfg Engn, Kensington, NSW, Australia
关键词
LDPE; optical properties; plasma immersion ion implantation; radicals; sensitivity analysis; SURFACE MODIFICATION; STRUCTURAL-CHANGES; NITROGEN; ACTIVATION; VARIABLES; RADICALS; KINETICS; FILMS;
D O I
10.1002/ppap.202100199
中图分类号
O59 [应用物理学];
学科分类号
摘要
The performance of polymer surface treatment using plasma immersion ion implantation (PIII) depends on many operating parameters, such as treatment duration, radiofrequency power, pulsed bias voltage and pulse repetition rate, and the ion fluence applied on the polymer surface. Currently, the identification of optimal operating parameters to achieve specific performance targets is heavily based on trail and error with extensive experimental testing. Herein, we present an optimisation method based on sensitivity analysis using polynomial chaos expansion and experimental design with Kriging surrogate model to greatly reduce the amount of experiments. The combined effects of PIII operating parameters on low-density polyethylene surface modifications are investigated, demonstrating the validation and effectiveness of the method and design. The new approach offers highly accurate and computationally efficient way for achieving optimum radical density, wettability and optical transmittance that are important for biomedical applications.
引用
收藏
页数:15
相关论文
共 47 条
  • [1] Free Radicals Generated by Ion Bombardment of a Semi-Crystalline PEEK Surface
    Awaja, Firas
    Zhang, Shengnan
    James, Natalie
    McKenzie, David R.
    [J]. PLASMA PROCESSES AND POLYMERS, 2012, 9 (02) : 174 - 179
  • [2] Depth-Resolved Structural and Compositional Characterization of Ion-Implanted Polystyrene that Enables Direct Covalent Immobilization of Biomolecules
    Bilek, Marcela Milena Marie
    Kondyurin, Alexey
    Dekker, Stephen
    Steel, Bradley Clifton
    Wilhelm, Richard Arthur
    Heller, Rene
    McKenzie, David Robert
    Weiss, Anthony Steven
    James, Michael
    Moeller, Wolfhard
    [J]. JOURNAL OF PHYSICAL CHEMISTRY C, 2015, 119 (29) : 16793 - 16803
  • [3] Adaptive sparse polynomial chaos expansion based on least angle regression
    Blatman, Geraud
    Sudret, Bruno
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 2011, 230 (06) : 2345 - 2367
  • [4] Optimization of plasma treatment variables for the improvement of carbon fibres/epoxy composite performance by response surface methodology
    Borooj, Meysam Baghery
    Shoushtari, Ahmad Mousavi
    Haji, Aminoddin
    Sabet, Ehsanollah Nosratian
    [J]. COMPOSITES SCIENCE AND TECHNOLOGY, 2016, 128 : 215 - 221
  • [5] ON THE EXPERIMENTAL ATTAINMENT OF OPTIMUM CONDITIONS
    BOX, GEP
    WILSON, KB
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1951, 13 (01) : 1 - 45
  • [6] Plasma-immersion ion implantation surface oxidation on a cobalt-chromium alloy for biomedical applications
    Catanio Bortolan, Carolina
    Paternoster, Carlo
    Turgeon, Stephane
    Paoletti, Chiara
    Cabibbo, Marcello
    Lecis, Nora
    Mantovani, Diego
    [J]. BIOINTERPHASES, 2020, 15 (04)
  • [7] Multi-material topology optimisation of micro-composites with reduced stress concentration for optimal functional performance
    Chen, Yuan
    Ye, Lin
    Xu, Can
    Zhang, Y. X.
    [J]. MATERIALS & DESIGN, 2021, 210
  • [8] Failure characteristics and multi-objective optimisation of CF/EP composite sandwich panels under edgewise crushing
    Chen, Yuan
    Cheng, Xinying
    Fu, Kunkun
    Ye, Lin
    [J]. INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, 2020, 183 (183)
  • [9] Multi-objective optimization for designing a composite sandwich structure under normal and 45° impact loadings
    Chen, Yuan
    Fu, Kunkun
    Hou, Shujuan
    Han, Xu
    Ye, Lin
    [J]. COMPOSITES PART B-ENGINEERING, 2018, 142 : 159 - 170
  • [10] Enhanced biocompatibility of polyurethane-type shape memory polymers modified by plasma immersion ion implantation treatment and collagen coating: An in vivo study
    Cheng, Xinying
    Fei, Jian
    Kondyurin, Alexey
    Fu, Kunkun
    Ye, Lin
    Bilek, Marcela M. M.
    Bao, Shisan
    [J]. MATERIALS SCIENCE AND ENGINEERING C-MATERIALS FOR BIOLOGICAL APPLICATIONS, 2019, 99 : 863 - 874