Forecasting of natural gas consumption in China’s logistics industry based on semi-hierarchical control

• Chongyan Li ,

  Roles Conceptualization, Methodology, Writing – original draft

  * E-mail: lichongyan1973@126.com, 102078@zust.edu.cn

  Affiliation School of Economics and Management, Zhejiang University of Science and Technology, Hangzhou, Zhejiang, China

  https://orcid.org/0009-0007-0289-1969

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• Fuzhong Wang

  Roles Writing – original draft, Writing – review & editing

  Affiliation School of Economics and Management, Zhejiang University of Science and Technology, Hangzhou, Zhejiang, China

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