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San Francisco's Golden Gate Bridge is exposed to temperatures ranging from -15 °C to 40 °C. At its coldest, the main span of the bridge is 1275 m long. Assuming that the bridge is made entirely of steel, what is the change in its length between these temperatures?
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Using improved CRITIC method to evaluate thermal coal suppliers.

Shuheng Zhong1, Yiyu Chen1, Yinjun Miao2

  • 1School of Energy and Mining Engineering, China University of Mining & Technology(Beijing), Beijing, 100083, China.

Scientific Reports
|January 5, 2023
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Summary
This summary is machine-generated.

This study introduces an improved CRITIC method for evaluating coal suppliers, addressing supply chain risks. The enhanced approach provides more stable and accurate supplier assessments for coal-electricity firms.

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Area of Science:

  • Supply Chain Management
  • Operations Research
  • Energy Economics

Background:

  • The complex international political situation has led to coal supply shortages in Europe.
  • Existing supplier evaluation methods fail to account for indicator variability, such as war-related disruptions.
  • Coal-electricity-integrated companies require stable thermal coal supplies, necessitating effective short-term supplier evaluations.

Purpose of the Study:

  • To improve the CRITIC method for evaluating coal suppliers in dynamic market conditions.
  • To develop a robust supplier evaluation framework for coal-electricity firms facing supply chain volatility.
  • To enhance the accuracy and stability of supplier assessments using short-term transaction data.

Main Methods:

  • Modification of the CRITIC (Criteria Importance Through Intercriteria Correlation) method.
  • Application of the improved CRITIC method to short-term transaction data from a coal-electricity firm.
  • Comparative analysis of evaluation results against traditional methods to assess stability and accuracy.

Main Results:

  • The improved CRITIC method effectively mitigates weight fluctuations caused by conflicting indicator value ranges.
  • Evaluation outcomes demonstrate enhanced consistency with the actual supply situation.
  • The method proves suitable for the rigorous supplier evaluation demands of large coal enterprises.

Conclusions:

  • The enhanced CRITIC method offers a reliable solution for short-term coal supplier evaluation.
  • This approach addresses the limitations of existing methods in capturing indicator variability.
  • It provides coal-electricity firms with a more accurate and stable tool for supplier management.