THE CHARNES, COOPER AND RHODES MODEL AND ITS APPLICATION

The paper is about application of the Data Envelopment Analysis methodfor combined heat and power plants. The methodology of analyzing complex systemsis developed. The efficiency of complex systems based on the Charnes, Cooper andRhodes model is evaluated. An algorithm for estimating efficiency using the CCRmodel is presented. Experiments on the use of this algorithm on the model are carriedout. Efficiency coefficients of the analyzed combined heat and power plants using theCCR model with input and output orientation have been calculated. The inputs andoutputs for achieving the efficiency of the CCPPs facilities with efficiency coefficientsless than 1 are calculated.

Authors

Publication Details

Journal
Facta Universitatis Series Mathematics and Informatics
Published
2025-04-16
DOI
https://doi.org/10.22190/fumi240306015p
Citations
1
Primary Topic
Masonry and Concrete Structural Analysis
Type
article
Field-Weighted Citation Impact
0.95
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

THE CHARNES, COOPER AND RHODES MODEL AND ITS APPLICATION

Artem Stupin, Владислав Стасюк, Inmaculada Medina‐Bulo, А А Ступина et al.
1 citations
Facta Universitatis Series Mathematics and Informatics
Masonry and Concrete Structural Analysis
0.95
article

THE CHARNES, COOPER AND RHODES MODEL AND ITS APPLICATION

Artem Stupin, Владислав Стасюк, Inmaculada Medina‐Bulo, А А Ступина, Roman Pokushko, Mariia Pokushko
article en
1 citations

Abstract

The paper is about application of the Data Envelopment Analysis methodfor combined heat and power plants. The methodology of analyzing complex systemsis developed. The efficiency of complex systems based on the Charnes, Cooper andRhodes model is evaluated. An algorithm for estimating efficiency using the CCRmodel is presented. Experiments on the use of this algorithm on the model are carriedout. Efficiency coefficients of the analyzed combined heat and power plants using theCCR model with input and output orientation have been calculated. The inputs andoutputs for achieving the efficiency of the CCPPs facilities with efficiency coefficientsless than 1 are calculated.

Facta Universitatis Series Mathematics and Informatics
Openalex Percentile: Top 24%
Masonry and Concrete Structural Analysis
0.95
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.