Performance evaluation of ITS project on Mysore city bus transport operations

Raviraj H. Mulangi
{"title":"Performance evaluation of ITS project on Mysore city bus transport operations","authors":"Raviraj H. Mulangi","doi":"10.1109/ICICI.2017.8365182","DOIUrl":null,"url":null,"abstract":"Mysore public city bus transport is using intelligent transport system (ITS) to improve their operational efficiency and service to the commuters. Objective of this paper is to identify various parameters and propose methods to evaluate the performance of public transport before and after implementation of ITS by using quantitative data. ITS project has been implemented to Mysore City Transport Division (MCTD) in 2012 by Karnataka state road transport corporation (KSRTC). To measure the performance 2009–10, 2010–11, 2011–12 are considered as non-ITS period and 2012–13, 2013–14 are considered as ITS period. In this paper we present a nonparametric comparative efficiency analysis of 3 depots of MCTD of KSRTC. The present study quantitatively evaluates the performance of 3 depots of MCTD using Data Envelopment Analysis (DEA), with respect to the physical and financial parameters of the depots. It is found that the original efficiency scores are upward biased in DEA. To remove upward bias in DEA results bootstrapping is applied to DEA. Bootstrapped-DEA model has been developed and has shown the discrimination between the efficient and inefficient decision making units (DMUs) by removing the upward bias, which was not observed in DEA alone. This kind of analysis benefits the MCTD to set the benchmark to run the corporation in a profitable way. It is observed that conclude from quantitative data analysis is difficult, so qualitative data has been collected. This paper also discusses in detail the user and operator perception study, to know the impact of ITS implementation on Mysore city bus transportation by collecting the combination of revealed preference survey and stated preference survey data. These surveys reveal that the Mysore ITS project requires attention from the KSRTC.","PeriodicalId":369524,"journal":{"name":"2017 International Conference on Inventive Computing and Informatics (ICICI)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Conference on Inventive Computing and Informatics (ICICI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICI.2017.8365182","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Mysore public city bus transport is using intelligent transport system (ITS) to improve their operational efficiency and service to the commuters. Objective of this paper is to identify various parameters and propose methods to evaluate the performance of public transport before and after implementation of ITS by using quantitative data. ITS project has been implemented to Mysore City Transport Division (MCTD) in 2012 by Karnataka state road transport corporation (KSRTC). To measure the performance 2009–10, 2010–11, 2011–12 are considered as non-ITS period and 2012–13, 2013–14 are considered as ITS period. In this paper we present a nonparametric comparative efficiency analysis of 3 depots of MCTD of KSRTC. The present study quantitatively evaluates the performance of 3 depots of MCTD using Data Envelopment Analysis (DEA), with respect to the physical and financial parameters of the depots. It is found that the original efficiency scores are upward biased in DEA. To remove upward bias in DEA results bootstrapping is applied to DEA. Bootstrapped-DEA model has been developed and has shown the discrimination between the efficient and inefficient decision making units (DMUs) by removing the upward bias, which was not observed in DEA alone. This kind of analysis benefits the MCTD to set the benchmark to run the corporation in a profitable way. It is observed that conclude from quantitative data analysis is difficult, so qualitative data has been collected. This paper also discusses in detail the user and operator perception study, to know the impact of ITS implementation on Mysore city bus transportation by collecting the combination of revealed preference survey and stated preference survey data. These surveys reveal that the Mysore ITS project requires attention from the KSRTC.
迈索尔城市公交运营ITS项目绩效评价
迈索尔市公共巴士运输正在使用智能交通系统(ITS)来提高其运营效率和对通勤者的服务。本文的目的是通过定量数据确定各种参数,并提出方法来评估公共交通在实施ITS之前和之后的性能。2012年,卡纳塔克邦道路运输公司(KSRTC)在迈索尔市交通部门(MCTD)实施了ITS项目。为衡量绩效,2009-10、2010-11、2011-12为非ITS期,2012-13、2013-14为ITS期。本文采用非参数比较效率分析方法,对三峡库区MCTD的3个库区进行了分析。本研究采用数据包络分析(DEA),从仓库的物理和财务参数方面对MCTD的3个仓库的绩效进行了定量评价。结果表明,DEA中原始效率得分呈上偏。为了消除DEA结果中的向上偏差,对DEA进行了自举。建立了bootstrup -DEA模型,该模型通过消除DEA中未观察到的向上偏差,显示了有效和低效决策单元(dmu)之间的区别。这种分析有利于MCTD制定基准,以盈利的方式经营公司。观察到从定量数据分析中得出结论是困难的,因此收集了定性数据。本文还详细讨论了用户和运营商的感知研究,通过收集显示偏好调查和陈述偏好调查数据的结合,了解ITS的实施对迈索尔城市公交交通的影响。这些调查表明迈索尔ITS项目需要KSRTC的关注。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信