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Multi-Technology Driven R&D Cost Improvement Scheme and Application Utility of EESP in Energy-Intensive Manufacturing Industry

Author

Listed:
  • Fangyuan Qian

    (Internet Research Center, China Tobacco Guangxi Industrial Co., Ltd., Nanning 530001, China)

  • Shuiye Niu

    (School of Innovation and Entrepreneurship, Shandong University, Qingdao 266237, China)

  • Yujuan Xi

    (School of Innovation and Entrepreneurship, Shandong University, Qingdao 266237, China)

Abstract

Facing the sustainable use of electric power resources, many countries in the world focus on the R&D investment and application of electrochemical energy storage projects (i.e., EESP). However, the high R&D cost of EESP has been hindering large-scale industrial promotion in the energy-intensive manufacturing industry represented by the tobacco industry. Reducing and controlling the R&D cost has become an urgent problem to be solved. In this context, this paper innovatively proposes a multi-technology driven R&D cost improvement scheme, which integrates WBS (i.e., Work Breakdown Structure), EVM (i.e., Earned Value Method), BD (i.e., Big Data), and ML (i.e., Machine Learning) methods. Especially, the influence of R&D cost improvement on EESP application performance is discussed through mathematical model analysis. The research indicates that reducing EESP R&D costs can significantly improve the stability of EESP power supply, and ultimately improve the application value of EESP in energy-intensive manufacturing industries. The R&D cost management scheme and technical method proposed in this paper have important theoretical guiding values and practical significance for accelerating the large-scale application of EESP.

Suggested Citation

  • Fangyuan Qian & Shuiye Niu & Yujuan Xi, 2022. "Multi-Technology Driven R&D Cost Improvement Scheme and Application Utility of EESP in Energy-Intensive Manufacturing Industry," Sustainability, MDPI, vol. 14(10), pages 1-21, May.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:10:p:6282-:d:820890
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    References listed on IDEAS

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    1. Jun, Seung-Pyo & Yoo, Hyoung Sun & Hwang, Jeena, 2021. "A hybrid recommendation model for successful R&D collaboration: Mixing machine learning and discriminant analysis," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    2. Madurai Elavarasan, Rajvikram & Pugazhendhi, Rishi & Jamal, Taskin & Dyduch, Joanna & Arif, M.T. & Manoj Kumar, Nallapaneni & Shafiullah, GM & Chopra, Shauhrat S. & Nadarajah, Mithulananthan, 2021. "Envisioning the UN Sustainable Development Goals (SDGs) through the lens of energy sustainability (SDG 7) in the post-COVID-19 world," Applied Energy, Elsevier, vol. 292(C).
    3. Jiao Wang, 2020. "Construction of Risk Evaluation Index System for Power Grid Engineering Cost by Applying WBS-RBS and Membership Degree Methods," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-9, August.
    4. Zhu, Zongyuan & Xu, Zhen, 2020. "The rational design of biomass-derived carbon materials towards next-generation energy storage: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    5. Bettina Peters & Mark J. Roberts & Van Anh Vuong, 2017. "Dynamic R&D choice and the impact of the firm's financial strength," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(1-2), pages 134-149, February.
    6. Madurai Elavarasan, Rajvikram & Pugazhendhi, Rishi & Irfan, Muhammad & Mihet-Popa, Lucian & Campana, Pietro Elia & Khan, Irfan Ahmad, 2022. "A novel Sustainable Development Goal 7 composite index as the paradigm for energy sustainability assessment: A case study from Europe," Applied Energy, Elsevier, vol. 307(C).
    7. Huang, Junbing & Chen, Xiang, 2020. "Domestic R&D activities, technology absorption ability, and energy intensity in China," Energy Policy, Elsevier, vol. 138(C).
    8. Mueller, Simon C. & Sandner, Philipp G. & Welpe, Isabell M., 2015. "Monitoring innovation in electrochemical energy storage technologies: A patent-based approach," Applied Energy, Elsevier, vol. 137(C), pages 537-544.
    9. He, Guannan & Ciez, Rebecca & Moutis, Panayiotis & Kar, Soummya & Whitacre, Jay F., 2020. "The economic end of life of electrochemical energy storage," Applied Energy, Elsevier, vol. 273(C).
    10. Nan Li & Haining Zhang & Xiangcheng Zhang & Xue Ma & Sen Guo, 2020. "How to Select the Optimal Electrochemical Energy Storage Planning Program? A Hybrid MCDM Method," Energies, MDPI, vol. 13(4), pages 1-20, February.
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