Title :
Evaluation of sewerage systems using data envelopment analysis
Author :
Yeboon Yun ; Furukawa, Kazuki ; Iida, Tomoharu ; Nakayama, Hiroki
Author_Institution :
Kansai Univ., Suita, Japan
Abstract :
This paper proposes a method to evaluate sewerage systems using data envelopment analysis (DEA). DEA is a method to measure relative efficiencies of decision making units (DMUs) performing similar tasks in a production system that consumes multiple inputs to produce multiple outputs. Distinctive features of DEA are that it can measure a relative distance of each DMU to so-called DEA-efficient frontier and give information on an optimal weights for DMU´s attributes. So, in this research, we apply DEA to the evaluation of sewerage systems in order to maintain sewerage facilities properly and efficiently, and investigate the effectiveness of using DEA through basic data of sewerage systems and their conditions obtained from inspection.
Keywords :
data envelopment analysis; decision making; inspection; sewage treatment; DEA-efficient frontier; DMU attributes; data envelopment analysis; decision making units; inspection; optimal weights; production system; sewerage facilities; sewerage systems; data envelopment analysis; evaluation of sewerage systems; preventive maintenance; priority;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505253