Experimental design and modelling in the investigation of process parameter effects on the tribological and mechanical properties of r.f.-plasma-deposited a-C:H films

Helena Ronkainen (Corresponding Author), Jari Koskinen, Simo Varjus, Kenneth Holmberg

    Research output: Contribution to journalArticleScientificpeer-review

    11 Citations (Scopus)

    Abstract

    Hydrogenated amorphous carbon (a-C:H) films were deposited by the r.f. plasma technique in order to study the effect of deposition parameters on the mechanical and tribological properties of the films. An experimental design method was used for planning the experiments, and statistical analysis and modelling to analyse the results. The high hardness of the film was found to have the highest correlation with the good wear resistance of the film. By using response surface modelling, some direct trends from the process parameters to tribological properties were found. The best wear resistance for the a-C:H films was found for low pressure (0.7–2.5 Pa) and intermediate bias voltage (−550 V) values. By using the experimental design, the number of deposition runs could be reduced, and the statistical analysis and modelling provided useful and precise information showing also the significance of the trends observed.
    Original languageEnglish
    Pages (from-to)150-160
    Number of pages11
    JournalSurface and Coatings Technology
    Volume122
    Issue number2-3
    DOIs
    Publication statusPublished - 1999
    MoE publication typeA1 Journal article-refereed

    Fingerprint

    Design of experiments
    mechanical properties
    Plasmas
    Mechanical properties
    wear resistance
    statistical analysis
    Wear resistance
    Statistical methods
    trends
    Amorphous carbon
    Bias voltage
    planning
    hardness
    low pressure
    Hardness
    Planning
    carbon
    electric potential
    Experiments

    Cite this

    @article{a25d40287a724d56831e949e0d5aaed9,
    title = "Experimental design and modelling in the investigation of process parameter effects on the tribological and mechanical properties of r.f.-plasma-deposited a-C:H films",
    abstract = "Hydrogenated amorphous carbon (a-C:H) films were deposited by the r.f. plasma technique in order to study the effect of deposition parameters on the mechanical and tribological properties of the films. An experimental design method was used for planning the experiments, and statistical analysis and modelling to analyse the results. The high hardness of the film was found to have the highest correlation with the good wear resistance of the film. By using response surface modelling, some direct trends from the process parameters to tribological properties were found. The best wear resistance for the a-C:H films was found for low pressure (0.7–2.5 Pa) and intermediate bias voltage (−550 V) values. By using the experimental design, the number of deposition runs could be reduced, and the statistical analysis and modelling provided useful and precise information showing also the significance of the trends observed.",
    author = "Helena Ronkainen and Jari Koskinen and Simo Varjus and Kenneth Holmberg",
    note = "Project code: V7SU01406",
    year = "1999",
    doi = "10.1016/S0257-8972(99)00380-1",
    language = "English",
    volume = "122",
    pages = "150--160",
    journal = "Surface and Coatings Technology",
    issn = "0257-8972",
    publisher = "Elsevier",
    number = "2-3",

    }

    TY - JOUR

    T1 - Experimental design and modelling in the investigation of process parameter effects on the tribological and mechanical properties of r.f.-plasma-deposited a-C:H films

    AU - Ronkainen, Helena

    AU - Koskinen, Jari

    AU - Varjus, Simo

    AU - Holmberg, Kenneth

    N1 - Project code: V7SU01406

    PY - 1999

    Y1 - 1999

    N2 - Hydrogenated amorphous carbon (a-C:H) films were deposited by the r.f. plasma technique in order to study the effect of deposition parameters on the mechanical and tribological properties of the films. An experimental design method was used for planning the experiments, and statistical analysis and modelling to analyse the results. The high hardness of the film was found to have the highest correlation with the good wear resistance of the film. By using response surface modelling, some direct trends from the process parameters to tribological properties were found. The best wear resistance for the a-C:H films was found for low pressure (0.7–2.5 Pa) and intermediate bias voltage (−550 V) values. By using the experimental design, the number of deposition runs could be reduced, and the statistical analysis and modelling provided useful and precise information showing also the significance of the trends observed.

    AB - Hydrogenated amorphous carbon (a-C:H) films were deposited by the r.f. plasma technique in order to study the effect of deposition parameters on the mechanical and tribological properties of the films. An experimental design method was used for planning the experiments, and statistical analysis and modelling to analyse the results. The high hardness of the film was found to have the highest correlation with the good wear resistance of the film. By using response surface modelling, some direct trends from the process parameters to tribological properties were found. The best wear resistance for the a-C:H films was found for low pressure (0.7–2.5 Pa) and intermediate bias voltage (−550 V) values. By using the experimental design, the number of deposition runs could be reduced, and the statistical analysis and modelling provided useful and precise information showing also the significance of the trends observed.

    U2 - 10.1016/S0257-8972(99)00380-1

    DO - 10.1016/S0257-8972(99)00380-1

    M3 - Article

    VL - 122

    SP - 150

    EP - 160

    JO - Surface and Coatings Technology

    JF - Surface and Coatings Technology

    SN - 0257-8972

    IS - 2-3

    ER -