Skip to main content

Big data analytics identifies congestion increases

Iteris has completed and published the Alameda County Transportation Commission (Alameda CTC) 2014 Level of Service Monitoring Report. The report was generated for speed-based congestion monitoring, utilising big data analytics in place of conventional in-field manual data collection for 205 miles of the 327 mile network. Use of big data analytics will be expanded in future monitoring cycles. Many agencies conduct congestion monitoring through manual data collection efforts. Agencies traditionally us
November 26, 2014 Read time: 3 mins
73 Iteris has completed and published the Alameda County Transportation Commission (Alameda CTC) 2014 Level of Service Monitoring Report.  The report was generated for speed-based congestion monitoring, utilising big data analytics in place of conventional in-field manual data collection for 205 miles of the 327 mile network. Use of big data analytics will be expanded in future monitoring cycles.  

Many agencies conduct congestion monitoring through manual data collection efforts.  Agencies traditionally use floating car surveys to traverse a roadway with an on-board GPS device to record the travel time during peak hour conditions.  The previous process for Alameda CTC required up to eight travel time surveys, which were conducted at significant cost and only yielded a sample size of eight.  If unusually light or heavy traffic conditions were encountered from road incidents or inclement weather, the survey was repeated at additional cost. By using third party commercial traffic data sets the surveys are completed for a fraction of the cost and produce a sample size in the thousands.

Cost savings achieved through the use of commercial data allowed for the addition of performance monitoring on countywide HOV and express lanes, as well as three additional bridges between Alameda County and San Francisco.

Results of the report identified an increase in congestion in 2014 likely caused by the improving economy.  The monitored freeway network considered to be congested rose from 13 per cent to 15 per cent between 2012 and 2014.  However, significant improvements were observed on the freeway network near recently completed construction projects.

Saravana Suthanthira of Alameda CTC, project manager for this project, commented, “Iteris helped us achieve more comprehensive and robust monitoring results using commercial speed data as opposed to the previous floating car method.  We envision this study as the beginning of an exciting shift to more advanced data collection and analysis processes for transportation system performance monitoring in Alameda County.”

Alan Clelland, senior vice president, Transportation Systems at Iteris noted: “In the coming years, we believe there will be a shift from biannual congestion monitoring to continuous real-time monitoring processes that are integrated into core agency business activities.  Instead of a static report that is posted on an agency website, we anticipate interactive congestion monitoring with enhanced performance metrics, such as travel time reliability and enriched visualization.  Better performance measurement fosters better decision making when selecting improvements to the transportation network.”

For more information on companies in this article

Related Content

  • Benefits of car share quantified
    May 21, 2012
    San Francisco Bay Area had fewer greenhouse gas emissions and less congestion in 2010 due to City CarShare's (CCS) service. According to results third-party studies and 2010 CCS data, City CarShare members saved US$82 million (over the cost of car ownership) and contributed to a greener environment by reducing 60 million pounds of CO2 emissions last year. Additionally, City CarShare, a Bay Area nonprofit, stated it continued to achieve financial sustainability in 2010, ensuring the 10-year old organisation
  • Technology, shifts in behaviour can improve urban transportation, says Conduent
    May 24, 2017
    According to Conduent’s Customer Experience of Urban Travel report that details findings from a survey conducted in 23 cities in 15 countries, although improved infrastructure plays a critical role in reshaping mobility in today’s cities, the biggest factor in improving urban travel is changing human behaviour. Researchers found that transportation selection is based on habit rather than rational choice, noting that respondents around the globe chose driving their own car over other modes of transport for r
  • Tolling faces up to unprecedented challenge
    October 9, 2020
    The next five years are likely to see a number of changes – but the tolling industry will be equal to them, thinks the IBTTA’s Bill Cramer. The best minds in the business are on the case…
  • Economic stimulus and investment in ITS solutions
    February 2, 2012
    Scott Belcher, President and CEO of ITS America looks at the year ahead