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

  • Machine vision takes ITS further than the eye can see
    January 5, 2016
    Vitronic’s John Yalda looks at how machine vision has become an integral part of many ITS deployments and why it complements, rather than replaces, ANPR. New and conventional business concepts like online shopping and mail order business are becoming more established in the cultures of fast-growing economies and increasing the demand for flexibility in the freight transportation and logistics industry. Road transport has become the preferred infrastructure for freight forwarding and several studies predict
  • Time for a rethink on road user charging
    February 1, 2012
    There is no value in further US VMT charging trials, except to delay the inevitable. These trials should end after completion of the University of Iowa's National Evaluation of a Mileage-based Road User Charge. There is far greater promise in unleashing private operators to commence profitable, non-tolling services, then using these for toll assessment and collection as fuel distributors are currently used to collect fuel taxation. Bern Grush writes
  • Managed lanes – the riddle wrapped up in an enigma
    December 15, 2014
    Managed lanes have something of a patchy track record and can pose authorities problems as well as solutions. Many authorities in the US and beyond have converted, or are converting, parts of the highway network into ‘Managed Lanes’ and charging motorists a fee to avoid the delays on the adjoining free use lanes. Some authorities have converted underused High Occupancy Vehicle (HOV) lanes into priced-managed high occupancy/toll lanes (HOT lanes) whereby the price charged can vary depending on a number of fa
  • Maturing photo enforcement gains legal status, public support
    August 2, 2012
    In the US, affirmation of the photo traffic enforcement sector's legal status and rising public support were significant aspects of 2009. James Tuton, President and CEO of American Traffic Solutions, looks back over the year. In 2009, the photo traffic enforcement industry in North America continued to grow and mature, accompanied by increased public, legislative and legal scrutiny. While public support remains strong, we also saw increased attempts to undermine the industry by representatives of a small bu