• Title/Summary/Keyword: travel time estimation

Search Result 198, Processing Time 0.028 seconds

Estimation of Interregional Mode Choice Models and Value of Travel Time Accommodating Taste Variation of Individuals (개인의 선호다양성을 고려한 지역간 수단선택 모형 구축 및 시간가치 추정 연구)

  • Cho, Shin-hyung;Seo, Young-hyun;Kho, Seung-young;Rhee, Sung-mo
    • Journal of the Korean Society for Railway
    • /
    • v.20 no.2
    • /
    • pp.288-298
    • /
    • 2017
  • The system of high-speed and conventional railway vehicles is diversified, and significant technological development in performance has been achieved. This study analyzed the modal change characteristics; furthermore, it estimated the value of travel time by improving the travel time and cost for the passenger's perception of railway. In this study, we formulate a mode choice model for passengers and compare it with the mixed logit model which reflects individual taste variation. In addition, the validity of the analysis is presented through an estimation the value of travel time using the derived model. For this purpose, a stated preference survey was conducted with 510 people using public transportation. The benefits of time-saving can be accurately determined by estimating the value of time spent on the railway. Appropriate fares for public transportation can also be estimated.

Real-time Travel Time Estimation Model Using Point-based and Link-based Data (지점과 구간기반 자료를 활용한 실시간 통행시간 추정 모형)

  • Yu, Jeong-Whon
    • International Journal of Highway Engineering
    • /
    • v.10 no.1
    • /
    • pp.155-164
    • /
    • 2008
  • It is critical to develop a core ITS technology such as real-time travel time estimation in order that the efficient use of the ITS implementation can be achieved as the ITS infrastructure and relevant facilities are broadly installed in recent years. The provision of travel time information in real-time allows travellers to make informed decisions and hence not only the traveller's travel utilities but also the road utilization can be maximized. In this paper, a hybrid model is proposed to combine VDS and AVI which have different characteristics in terms of space and time dimensions. The proposed model can incorporate the immediacy of VDS data and the reality of AVI data into one single framework simultaneously. In addition, the solution algorithm is made to have no significant computational burden so that the model can be deployable in real world. A set of real field data is used to analyze the reliability and applicability of the proposed model. The analysis results suggest that the proposed model is very efficient computationally and improves the accuracy of the information provided, which demonstrates the real-time applicability of the proposed model. In particular, the data fusion methodology developed in this paper is expected to be used more widely when a new type of traffic data becomes available.

  • PDF

A Study of Appropriate Amounts and Applicable Ranges of the Travel Time Values of Goods in Korea (우리나라 화물 시간가치의 적정 크기와 적용 가능 범위 연구)

  • Choi, Changho;Park, Dongjoo
    • Journal of the Korean Society for Railway
    • /
    • v.16 no.5
    • /
    • pp.418-429
    • /
    • 2013
  • This study assesses the appropriate amounts and applicable ranges of travel time values for freight transport modes in Korea. The findings suggest that it is possible to determine appropriate sizes and applicable ranges of travel time values of goods set for road transport mode (i.e. truck), whereas those for railway, inland waterway, marine, and air transport modes are not as easily estimated. The adequate travel time value for trucks is 20,000won/vehicle hour, and the application range of travel time value of trucks is 17,000~23,000won/vehicle hour considering other variables. The most adequate estimation method of determining the travel time value for road transport is the wage rate method, whereas the marginal rate of substitution method is more rational for railway, inland waterway, marine, and air transport modes considering the application purpose and characteristics of the goods transported.

Combined Filtering Model Using Voting Rule and Median Absolute Deviation for Travel Time Estimation (통행시간 추정을 위한 Voting Rule과 중위절대편차법 기반의 복합 필터링 모형)

  • Jeong, Youngje;Park, Hyun Suk;Kim, Byung Hwa;Kim, Youngchan
    • The Journal of The Korea Institute of Intelligent Transport Systems
    • /
    • v.12 no.6
    • /
    • pp.10-21
    • /
    • 2013
  • This study suggested combined filtering model to eliminate outlier travel time data in transportation information system, and it was based on Median Absolute Deviation and Voting Rule. This model applied Median Absolute Deviation (MAD) method to follow normal distribution as first filtering process. After that, Voting rule is applied to eliminate remaining outlier travel time data after Median Absolute Deviation. In Voting Rule, travel time samples are judged as outliers according to travel-time difference between sample data and mean data. Elimination or not of outliers are determined using a majority rule. In case study of national highway No. 3, combined filtering model selectively eliminated outliers only and could improve accuracy of estimated travel time.

Research on Additive Valuation of Leisure Travel Time Saving During the Summer Vacation: Focused on the Iksan-Pohang Expressway and Donghae Expressway (휴가철 여가통행시간 절감의 추가적 가치 산정방안 연구: 익산포항 및 동해고속도로를 중심으로)

  • Rhee, Kyoungah;Choi, Sorim;Kim, Joon-ki;Cho, Namgeon
    • Journal of Korean Society of Transportation
    • /
    • v.30 no.6
    • /
    • pp.3-12
    • /
    • 2012
  • Additive willingness-to-pay (WTP) for leisure-travel time saving focused on the Iksan-Pohang Expressway and the Donghae Expressway was surveyed during the summer months to estimate the value of travel-time savings (VTTS) for non-business leisure trips. Travelers traveling between 2 and 3 hours on Iksan-Pohang Expressway had WTP of 723 won per 10 minutes of leisure-travel time savings and those traveling between 3 and 4 hours on Donghae Expressway had WTP of 854 won per the same. Based on this survey, we learned that WTP in leisure travel time savings increased with the total travel time. 300 effective samples for each expressway were collected, and estimation was separately conducted on the basis of Cox test.

A Study on Estimate to Link Travel Time Using Traveling Data of Bus Information System (버스정보시스템(BIS) 운행자료를 이용한 링크통행시간 추정)

  • Lee, Young Woo
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.30 no.3D
    • /
    • pp.241-246
    • /
    • 2010
  • This study is to estimate the link travel time of road networks in urban areas utilizing traffic information which is collected throughout the operation of Bus Information System (BIS). BIS, which applies the hightech information technology to an existing bus system, has been developing and operating in many bodies including the local self-government entities. However, a study to consider the technology trend is relatively rare. Even though some useful traffic informations have been collected throughout the operation of an existing BIS, which set limits to the development of a future service of integrated analysis. Accordingly, in this study, a fundamental research is performed for traffic controls in urban areas and providing a traffic information for driver throughout the estimation of link travel time of road networks. The study is proceeded throughout the data collected from the operation of BIS (Bus Information System). The result showed that the patterns of going through traffic were divided up to 2 in the bus travel time in BIS then estimate two link travel time.

A development of travel time estimation algorithm fusing GPS probe and loop detector (GPS probe 및 루프 검지기 자료의 융합을 통한 통행시간추정 알고리즘 개발)

  • 정연식;최기주
    • Journal of Korean Society of Transportation
    • /
    • v.17 no.3
    • /
    • pp.97-116
    • /
    • 1999
  • The growing demand for the real time traffic information is bringing about the category and number of traffic collection mechanism in the era of ITS. There are, however, two problems in making data into information using various traffic data. First, the information making process of making data into the representative information, for each traffic collection mechanism, for the specified analysis periods is required. Second, the integration process of fusing each representative information into "the information" for each link out of each source is also required. That is, both data reduction and/or data to information process and information fusion are required. This article is focusing on the development of information fusing algorithm based on voting technique, fuzzy regression, and, Bayesian pooling technique for estimating the dynamic link travel time of networks. The proposed algorithm has been validated using the field experiment data out of GPS probes and detectors over the roadways and the estimated link travel time from the algorithm is proved to be more useful than the mere arithmetic mean from each traffic source.

  • PDF

A Study on Mixed RP/SP Models of Demand Forecasting for Rail Rapid Transit (급행철도 수요예측을 위한 RP와 SP 결합모형에 관한 연구)

  • Bae, Choon Bong;Jung, Byung Doo;Hwang, Young Ki;Kim, Hyun
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.31 no.5D
    • /
    • pp.671-677
    • /
    • 2011
  • A diversity of railway network function enhancement projects such as the double tracking, electrification, and direct operation have been actively executed to improve the railway service. When the new rapid transit is provided, how many people will use it instead of other transports? How will the railway choice behavior be changed? Accordingly, in this paper, the applicability of diverted travel demand forecast methods, by Revealed Preference(RP) and Stated Preference(SP) data was reviewed for Daegu metropolitan rail rapid transit service. As the result of combining RP and SP data, including the sequential and simultaneous approach, the total travel time and travel cost parameters are of the right sign and are highly significant. The simultaneous approach is more efficient in terms of the estimation of coefficients. In particular, methods to improve validity of the Mixed RP/SP models, when RP data is used proportionally, the diverted travel demand can be easily identified by railway fare and travel time service level. Therefore, it is considered that this will practically apply even in other regions as well as Daegu metropolitan railway.