DEA 모형에 의한 제철용 석탄의 효율성 평가

• 영문명: The Efficiency Evaluation of Coking Coals Using Data Envelopment Analysis
• 발행기관: 한국IT서비스학회
• 저자명: 성덕현(Deokhyun Seong) 서민수(Min Soo Suh)
• 간행물 정보: 『한국IT서비스학회지』한국IT서비스학회지 제10권 제2호, 177~188쪽, 전체 12쪽
• 주제분류: 경제경영 > 경영학
• 파일형태: PDF
• 발행일자: 2011.06.30

영문 초록

This paper proposes a DEA model for the performance evaluation of each brand of coking coals in an integrated steel mill. The performance is defined as the efficiency which is the ratio of two linear combinations of the output factors to the input factors. There is only one input factor considered in the model : unit price of each brand based on CIF. Five output factors are chosen in consideration of their impact to the quality of cokes such as Ash. VM, LMF, TD, and Rm. Some of the output factors are treated as undesirable in DEA model because the quality criteria are given by the range. The CCR and BCC efficiencies are derived by the DEA model, and the scale efficiency is calculated, too. Each brand of coking coal is classified into four categories according to the CCR and BCC efficiencies, and the most inferior brands are identified as a result. The impact of the input and output factors to the efficiency is analyzed using a multiple regression, then the unit price is revealed as the most critical among them. Also, ANOVA results show that there exist efficiency differences among the coal types and the countries imported, respectively. Finally. the quantitative projection for the inefficient brands is performed if they are to be efficient. The result could be utilized in selecting the good or bad brands of coking coal based on the efficiency in an integrated steel mill. Also, this model will be used to assess the relative efficiency of a new brand of coking coal if it is a candidate to be imported.

목차

Abstract

1. 서론

2. DEA(Data Envelopment Analysis)

3. 분석 및 결과

4. 결론 및 추후 연구방향

참고문헌

저자소개

키워드

Efficiency of Coking Coal DEA Coal Quality