IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i10p3451-d172426.html
   My bibliography  Save this article

Evaluation and Selection of Materials for Particulate Matter MEMS Sensors by Using Hybrid MCDM Methods

Author

Listed:
  • Chi-Yo Huang

    (Department of Industrial Education, National Taiwan Normal University, Taipei 106, Taiwan)

  • Pei-Han Chung

    (Institute of Management of Technology, National Chiao-Tung University, 1001 University Road, Hsinchu 300, Taiwan)

  • Joseph Z. Shyu

    (Institute of Management of Technology, National Chiao-Tung University, 1001 University Road, Hsinchu 300, Taiwan)

  • Yao-Hua Ho

    (Department of Computer Science and Information Engineering, National Taiwan Normal University, Taipei 106, Taiwan)

  • Chao-Hsin Wu

    (Department of Electrical Engineering, National Taiwan University, Taipei 106, Taiwan)

  • Ming-Che Lee

    (Department of Mechanical Engineering, National Taipei University of Technology, Taipei 106, Taiwan)

  • Ming-Jenn Wu

    (Department of Industrial Education, National Taiwan Normal University, Taipei 106, Taiwan)

Abstract

Air pollution poses serious problems as global industrialization continues to thrive. Since air pollution has grave impacts on human health, industry experts are starting to fathom how to integrate particulate matter (PM) sensors into portable devices; however, traditional micro-electro-mechanical systems (MEMS) gas sensors are too large. To overcome this challenge, experts from industry and academia have recently begun to investigate replacing the traditional etching techniques used on MEMS with semiconductor-based manufacturing processes and materials, such as gallium nitride (GaN), gallium arsenide (GaAs), and silicon. However, studies showing how to systematically evaluate and select suitable materials are rare in the literature. Therefore, this study aims to propose an analytic framework based on multiple criteria decision making (MCDM) to evaluate and select the most suitable materials for fabricating PM sensors. An empirical study based on recent research was conducted to demonstrate the feasibility of our analytic framework. The results provide an invaluable future reference for research institutes and providers.

Suggested Citation

  • Chi-Yo Huang & Pei-Han Chung & Joseph Z. Shyu & Yao-Hua Ho & Chao-Hsin Wu & Ming-Che Lee & Ming-Jenn Wu, 2018. "Evaluation and Selection of Materials for Particulate Matter MEMS Sensors by Using Hybrid MCDM Methods," Sustainability, MDPI, vol. 10(10), pages 1-35, September.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:10:p:3451-:d:172426
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/10/3451/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/10/10/3451/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chia-Lee Yang & Benjamin J. C. Yuan & Chi-Yo Huang, 2015. "Key Determinant Derivations for Information Technology Disaster Recovery Site Selection by the Multi-Criterion Decision Making Method," Sustainability, MDPI, vol. 7(5), pages 1-40, May.
    2. Thomas L. Saaty & Luis G. Vargas, 2006. "Decision Making with the Analytic Network Process," International Series in Operations Research and Management Science, Springer, number 978-0-387-33987-0, September.
    3. Abbas Mardani & Edmundas Kazimieras Zavadskas & Kannan Govindan & Aslan Amat Senin & Ahmad Jusoh, 2016. "VIKOR Technique: A Systematic Review of the State of the Art Literature on Methodologies and Applications," Sustainability, MDPI, vol. 8(1), pages 1-38, January.
    4. P. L. Yu, 1973. "A Class of Solutions for Group Decision Problems," Management Science, INFORMS, vol. 19(8), pages 936-946, April.
    5. Bang-Ning Hwang & Chi-Yo Huang & Chih-Hsiung Wu, 2016. "A TOE Approach to Establish a Green Supply Chain Adoption Decision Model in the Semiconductor Industry," Sustainability, MDPI, vol. 8(2), pages 1-30, February.
    6. M. Freimer & P. L. Yu, 1976. "Some New Results on Compromise Solutions for Group Decision Problems," Management Science, INFORMS, vol. 22(6), pages 688-693, February.
    7. Chi-Yo Huang & Joseph Z. Shyu, 2006. "Developing e-commerce business models for enabling silicon intellectual property transactions," International Journal of Information Technology and Management, Inderscience Enterprises Ltd, vol. 5(2/3), pages 114-133.
    8. Ely, Adrian & Van Zwanenberg, Patrick & Stirling, Andrew, 2014. "Broadening out and opening up technology assessment: Approaches to enhance international development, co-ordination and democratisation," Research Policy, Elsevier, vol. 43(3), pages 505-518.
    9. Thomas L. Saaty, 2006. "The Analytic Network Process," International Series in Operations Research & Management Science, in: Decision Making with the Analytic Network Process, chapter 0, pages 1-26, Springer.
    10. Norman Dalkey & Olaf Helmer, 1963. "An Experimental Application of the DELPHI Method to the Use of Experts," Management Science, INFORMS, vol. 9(3), pages 458-467, April.
    11. Chia-Lee Yang & Ming-Chang Shieh & Chi-Yo Huang & Ching-Pin Tung, 2018. "A Derivation of Factors Influencing the Successful Integration of Corporate Volunteers into Public Flood Disaster Inquiry and Notification Systems," Sustainability, MDPI, vol. 10(6), pages 1-31, June.
    12. Fu-Hsiang Chen, 2015. "Application of a hybrid dynamic MCDM to explore the key factors for the internal control of procurement circulation," International Journal of Production Research, Taylor & Francis Journals, vol. 53(10), pages 2951-2969, May.
    13. Panle Jia Barwick & Shanjun Li & Deyu Rao & Nahim Bin Zahur, 2018. "The Morbidity Cost of Air Pollution: Evidence from Consumer Spending in China," Working Papers id:12825, eSocialSciences.
    14. Iuan-Yuan Lu & Tsuanq Kuo & Ting-Syuan Lin & Gwo-Hshiung Tzeng & Shan-Lin Huang, 2016. "Multicriteria Decision Analysis to Develop Effective Sustainable Development Strategies for Enhancing Competitive Advantages: Case of the TFT-LCD Industry in Taiwan," Sustainability, MDPI, vol. 8(7), pages 1-31, July.
    15. Gwo-Hshiung Tzeng & Chi-Yo Huang, 2012. "Combined DEMATEL technique with hybrid MCDM methods for creating the aspired intelligent global manufacturing & logistics systems," Annals of Operations Research, Springer, vol. 197(1), pages 159-190, August.
    16. Ming-Tsang Lu & Gwo-Hshiung Tzeng & Hilary Cheng & Chih-Cheng Hsu, 2015. "Exploring mobile banking services for user behavior in intention adoption: using new hybrid MADM model," Service Business, Springer;Pan-Pacific Business Association, vol. 9(3), pages 541-565, September.
    17. Liu, Chui-Hua & Tzeng, Gwo-Hshiung & Lee, Ming-Huei, 2012. "Improving tourism policy implementation – The use of hybrid MCDM models," Tourism Management, Elsevier, vol. 33(2), pages 413-426.
    18. Panle Jia Barwick & Shanjun Li & Deyu Rao & Nahim Bin Zahur, 2018. "The Healthcare Cost of Air Pollution: Evidence from the World’s Largest Payment Network," NBER Working Papers 24688, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chi-Yo Huang & Min-Jen Yang & Jeen-Fong Li & Hueiling Chen, 2021. "A DANP-Based NDEA-MOP Approach to Evaluating the Patent Commercialization Performance of Industry–Academic Collaborations," Mathematics, MDPI, vol. 9(18), pages 1-26, September.
    2. Chi-Yo Huang & Liang-Chieh Wang & Ying-Ting Kuo & Wei-Ti Huang, 2021. "A Novel Analytic Framework of Technology Mining Using the Main Path Analysis and the Decision-Making Trial and Evaluation Laboratory-Based Analytic Network Process," Mathematics, MDPI, vol. 9(19), pages 1-24, October.
    3. Chi-Yo Huang & Hong-Ling Hsieh & Hueiling Chen, 2020. "Evaluating the Investment Projects of Spinal Medical Device Firms Using the Real Option and DANP-mV Based MCDM Methods," IJERPH, MDPI, vol. 17(9), pages 1-41, May.
    4. Chi-Yo Huang & Chia-Lee Yang & Yi-Hao Hsiao, 2021. "A Novel Framework for Mining Social Media Data Based on Text Mining, Topic Modeling, Random Forest, and DANP Methods," Mathematics, MDPI, vol. 9(17), pages 1-21, August.
    5. Chi-Yo Huang & I-Ling Tung, 2020. "Strategies for Heterogeneous R&D Alliances of In Vitro Diagnostics Firms in Rapidly Catching-Up Economies," IJERPH, MDPI, vol. 17(10), pages 1-34, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chi-Yo Huang & I-Ling Tung, 2020. "Strategies for Heterogeneous R&D Alliances of In Vitro Diagnostics Firms in Rapidly Catching-Up Economies," IJERPH, MDPI, vol. 17(10), pages 1-34, May.
    2. Chi-Yo Huang & Hong-Ling Hsieh & Hueiling Chen, 2020. "Evaluating the Investment Projects of Spinal Medical Device Firms Using the Real Option and DANP-mV Based MCDM Methods," IJERPH, MDPI, vol. 17(9), pages 1-41, May.
    3. Chia-Lee Yang & Ming-Chang Shieh & Chi-Yo Huang & Ching-Pin Tung, 2018. "A Derivation of Factors Influencing the Successful Integration of Corporate Volunteers into Public Flood Disaster Inquiry and Notification Systems," Sustainability, MDPI, vol. 10(6), pages 1-31, June.
    4. Shu-Kung Hu & James J. H. Liou & Ming-Tsang Lu & Yen-Ching Chuang & Gwo-Hshiung Tzeng, 2018. "Improving NFC Technology Promotion for Creating the Sustainable Education Environment by Using a Hybrid Modified MADM Model," Sustainability, MDPI, vol. 10(5), pages 1-24, April.
    5. Jamal Ouenniche & Kais Bouslah & Blanca Perez-Gladish & Bing Xu, 2021. "A new VIKOR-based in-sample-out-of-sample classifier with application in bankruptcy prediction," Annals of Operations Research, Springer, vol. 296(1), pages 495-512, January.
    6. Ascarya Ascarya & Ugi Suharto & Jardine A. Husman, 2022. "Proposed model of integrated Islamic commercial and social finance for Islamic bank in Indonesia," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 12(1), pages 115-138, March.
    7. Chui-Hua Liu, 2020. "Strategies of Managing Coach Driver Job Stress for Sustainable Coach Tourism Industry—The Use of DANP-V Model," Sustainability, MDPI, vol. 12(9), pages 1-20, May.
    8. Ascarya & Ali Sakti, 2019. "Designing Micro-Fintech Models For Islamic Micro Financial Institution In Indonesia," Working Papers WP/09/2019, Bank Indonesia.
    9. Chi-Yo Huang & Liang-Chieh Wang & Ying-Ting Kuo & Wei-Ti Huang, 2021. "A Novel Analytic Framework of Technology Mining Using the Main Path Analysis and the Decision-Making Trial and Evaluation Laboratory-Based Analytic Network Process," Mathematics, MDPI, vol. 9(19), pages 1-24, October.
    10. Kheybari, Siamak & Rezaie, Fariba Mahdi & Farazmand, Hadis, 2020. "Analytic network process: An overview of applications," Applied Mathematics and Computation, Elsevier, vol. 367(C).
    11. Chi-Yo Huang & Chia-Lee Yang & Yi-Hao Hsiao, 2021. "A Novel Framework for Mining Social Media Data Based on Text Mining, Topic Modeling, Random Forest, and DANP Methods," Mathematics, MDPI, vol. 9(17), pages 1-21, August.
    12. Yupeng Liu & Yutao Yang & Yue Liu & Gwo-Hshiung Tzeng, 2019. "Improving Sustainable Mobile Health Care Promotion: A Novel Hybrid MCDM Method," Sustainability, MDPI, vol. 11(3), pages 1-29, January.
    13. Ming-Yuan Hsieh, 2011. "An empirical survey: Can green marketing really entice customers to pay more?," E3 Journal of Business Management and Economics., E3 Journals, vol. 2(4), pages 132-146.
    14. Gwo-Hshiung Tzeng & Chi-Yo Huang, 2012. "Combined DEMATEL technique with hybrid MCDM methods for creating the aspired intelligent global manufacturing & logistics systems," Annals of Operations Research, Springer, vol. 197(1), pages 159-190, August.
    15. Chi-Yo Huang & Min-Jen Yang & Jeen-Fong Li & Hueiling Chen, 2021. "A DANP-Based NDEA-MOP Approach to Evaluating the Patent Commercialization Performance of Industry–Academic Collaborations," Mathematics, MDPI, vol. 9(18), pages 1-26, September.
    16. Kuang-Hua Hu & Wei Jianguo & Gwo-Hshiung Tzeng, 2017. "Risk Factor Assessment Improvement for China’s Cloud Computing Auditing Using a New Hybrid MADM Model," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 16(03), pages 737-777, May.
    17. Luis Sarmiento, 2020. "I Am Innocent: Hourly Variations in Air Pollution and Crime Behavior," Discussion Papers of DIW Berlin 1879, DIW Berlin, German Institute for Economic Research.
    18. Hisham Alidrisi, 2021. "An Innovative Job Evaluation Approach Using the VIKOR Algorithm," JRFM, MDPI, vol. 14(6), pages 1-19, June.
    19. Büsing, Christina & Goetzmann, Kai-Simon & Matuschke, Jannik & Stiller, Sebastian, 2017. "Reference points and approximation algorithms in multicriteria discrete optimization," European Journal of Operational Research, Elsevier, vol. 260(3), pages 829-840.
    20. Ali Aghazadeh Ardebili & Elio Padoano & Antonella Longo & Antonio Ficarella, 2022. "The Risky-Opportunity Analysis Method (ROAM) to Support Risk-Based Decisions in a Case-Study of Critical Infrastructure Digitization," Risks, MDPI, vol. 10(3), pages 1-22, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:10:y:2018:i:10:p:3451-:d:172426. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.