A Look at Traffic

Case studies to allow an analysis of traffic.

Friday, December 28, 2012

Universal Sign for Turning on Headlights


Soon after I earned my license, the first time I was pulled over was for driving without my headlights on. The officer was nice and let me go once I had my headlights turned on. Since then I have seen others driving while I was a pedestrian or on my bike and want to inform them to turn on their headlights to possibly prevent a ticket or accident. There has been no clear sign of communication to do this....Until Now!

With this quick gesture seen below, you can easily communicate to drivers to turn on their headlights.  It's friendly, efficient and hopefully effective to increase visibility on the roadways.



Hopefully this symbol can be put to good use out there and it can increase safe driving conditions!


Safe Travels!

Update: Using the "L" universal sign helps drivers realize to turn on their lights faster than any other symbol.

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Tuesday, November 20, 2012

Thanksgiving I-5 and I-405 Traffic Congestion Analysis: When to Drive North

Holiday travel is always a bit more.....congested. While the season brings friends and family closer, this comes at a cost of travel. Some have short distances to cover, while others much further distances. Regardless travel is typically required. For those travelling in the Southern California region, the following graphs maybe beneficial in determining when to make their journey.

The following graphs show a wealth of information to help analyse when an appropriate departure time maybe. The following contour plots show different color's to represent varying speeds. The X-axis shows time of day, while the Y-axis shows a distance (in this case a post-mile on the highway). These graphs are tailored specifically for travel originating in Irvine and travelling north. The focus is mainly on the Los Angeles region which is so well known for it's snarling traffic. Here is an example of the I-405 northbound freeway for Thanksgiving eve from 2009.

I-405 Speed Contour (2009) Source: AAA

From this plot we can see that speeds are below 30 mph until about 18:00 near the 12 postmile. Also we can see additional bottlenecks further down the roadway around the 55 postmile. A trajectory departing from postmile 0 would be optimal to leave after 18:00 to avoid traffic congestion.
We can also produce these contour plots for the I-5 northbound freeway for the past 5 years to see if there is a general travel pattern for thanksgiving travel. These plots have distance on the Y-axis from the El Toro Y in south Irvine to the End of the Los Angeles County line in the north. Speed is indicated on the right hand side of the image with yellow and white meaning 60 mph or more.


I-5 Speed Contour (2007) Source: AAA

I-5 Speed Contour (2008) Source: AAA

I-5 Speed Contour (2009) Source: AAA

I-5 Speed Contour (2010) Source: AAA

I-5 Speed Contour (2011)   Source: AAA
Based on these spatio-temporal plots, we can say that it is better to leave Irvine after 7:00 pm  to keep speeds above 50 mph for most of the travel north on I-5. There still seams to show congestion while leaving LA county line, but it will be minimal considering what those ahead of you went through. The typical pattern from these 5 plots show a significant decrease in congestion compared with the massive slow down in 2009 to the 2010 and 2011 speed contour plots. The congestion appears to form as early as 10:00 am.

Happy Thanksgiving, and drive safely.
Speed Contour Plot Credit: AAA - Ankoor's Amazing Analysis.

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Monday, November 19, 2012

Southern California HOV and HOT/Toll Roads Map

In planning my recent trip in Southern California I found it helpful to know where the Carpool lanes and Toll Roads are to ensure speedier travel through the region. Rather then plan a trip through toll roads or high traffic corridors without High Occupancy Vehicle (HOV) lanes as an option, I re-routed to find a route with the most HOV lanes (and HOV2HOV connection flyovers!)

Below is a map (updated: Nov. 2012) for your next trip planning in LA and Orange Counties to use HOV, HOT or Toll Roads. Note the recently added I-110 High Occupancy Toll (HOT) lanes have been added! Soon to have more HOT lanes. If you notice a blue light above some of these toll readers, this is for nearby CHP officers to see if a vehicle toll tag violation occurs. When a vehicle passes under the toll tag reader without a transponder, a blue light will flash. Any CHP nearby will then know to chase after that vehicle for a violation.

Graphics Credit: Nadim
I think it would be great if Google added a layer for this! For now Caltrans has an official map here.

Safe Travels!

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Monday, July 9, 2012

Help! - Highway Traffic Edition

In the year 2012 A.D. highway dynamics appears to be a result of individual drivers simply trying to minimize their travel time and drive in a way that only benefits them. This is known as User Equilibrium solution, because it creates a condition on the roadway that stabilizes to a point where every user achieves about the same efficiency, with nobody receiving an unfair advantage. If some users are willing to let others cut in front of them or allow others to take a faster route, these maneuvers could result in an overall increase in travel time for the local highway network. If all vehicles follow rules to overall reduce the travel time on the highway, this is described as a System Optimal solution to the highways. It should be of no surprise that a system optimal scenario rarely happens on roadways. This will hopefully change!


I bring up these two types of traffic dynamics because the other day, on my bike ride home, I saw a situation on the highway that deeply bothered me as an extreme example of User Equilibrium case of traffic. The situation on the highway was this:
            A car was stopped in one of the middle lanes of the highway while backed up cars behind it were just driving around it to continue on their journey. A picture of this event was captured, see below.

It made me think that if there were all pedestrians walking, that a fellow human being would stop and assist the person blocked in the middle of the street/sidewalk. Bicyclist too, I would assume, help out a fellow rider. But instead, in a car, we all have enclosed boxes around us that help us ignore our surroundings and other ‘future friends’ who maybe in need of some assistance. 


A helping hand in this type of situation wouldn’t only be generous of time and talent, but it would also help clear the roadway of the traffic slowing down miles of cars upstream. A few minutes helping the jammed car (and scared/frustrated driver) could save hundreds of minutes or more on their commute home! It’s as if the protocol for a ‘citizens arrest’ were applicable for a highway collision here, except it would be called a ‘citizens AAA rescue’. A few blocked lanes, a couple dedicated drivers willing to help, should be able to assist the driver to the side of the road for safety and in an effort to speed up the capacity of the roadway within a matter of a few minutes. The technical details of how drivers would block all lanes, and convince other drivers to hold their horses is still a mystery and safety issue, but solving that would greatly enhance the roadway conditions during a breakdown.

The efficiency of the highway in this situation was greatly reduced to its optimal/maximum throughput, and spending a few minutes to fix the heart of the problem would increase safety and reduce travel time for travelers. It’s soo evolutionary to be like ant’s and just go around the problem, even though it’s causing major delays for everyone behind them.

I want to diverge a bit and continue on the above mentioned thought about cars isolating people and putting them in boxes. A singled passenger in a car creates a little bubble for drivers that distances them from the outside world and fellow travelers. Of all the damage that a car does, I feel this is by far the worst! It’s not necessarily an effect to be seen over night, but rather one that happens over a long period of time. This distancing effect is also prelvant in other areas of our lives. Scary, yes! While convertibles or Limousines, may seem to help the problem, they only provide a drop in the bucket solution to this larger problem at hand. So how do we really take the issue? Here are a few of off-the-cuff ideas to mix things up:

  • ·         Take public transit, Active transportation – Start conversations with people on public transit or on bike trails near you. Meeting ‘future friends’ is perfectly normal after  it’s done a few times.
  • ·         Roll down your windows and wave to people when driving. Smile and startconversations with people at red lights.

Now back to the main issue in this post, transit operations have a slew of dedicated professional monitoring the transit network, and yet vehicles have nothing of the sort to help clear the highways. If a monitoring system (or crowd sourced solution) on the highways could help dispatch a tow truck to a driver in need to help solve a slowdown, the freeways would  operate at a higher capacity and people would be more likely to drive on the same route again tomorrow!

Hopefully we can develop a solution and take action before we pass another stranded car in the middle of the road, or a person needing help on the side of the highway.

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Wednesday, May 30, 2012

Intersections, Part 2 of 2


This is a second part in a two part series to lock down some information about intersections, we go a bit more in depth with traffic signal operations at intersections. This information builds off of part 1 about some of the basic “surface level” knowledge of intersections. In part 2, we attempt to explain more advance signal operations and the future technology that has the potential to completely revolutionize signalized intersections and signal operations as we know it today.

Signal Phases

As mentioned in Part 1, most major intersections in major metropolitan areas, intersection signals are based on a pre-timed setting that allows for variation based on loop detector signals from vehicle arrivals. These pre-timed settings are determined by a traffic engineer (usually with the help of some software) and recorded on signal timing sheets for reference. A semi-actuated or fully actuated intersection would have the following (among a list of other values for signal operation), on signal timing sheets.


·         NEMA Phases
·         Minimum Green
·         Yellow
·         All Red
·         Walk time
·         Cycle length
·         Lag Phases



NEMA Phases – Each direction of traffic is assigned a numbered NEMA phase to organize a signals operation. Through directions are assigned even numbers in a clock wise direction usually with the major street labelled 2 or 6. Left turn movements are oddly numbered in a clock wise direction, with 1 being assigned across the intersection from the through 2 movement. Below is a diagram of a street layout with the NEMA phases labelled.




Minimum Green – The minimum allowed green time for a particular phase. This allows for a minimum clearance for just one vehicle to pass through an intersection. Usually 5-10 seconds for a medium sized intersection
Yellow – The amount of time given to the yellow phase of a light.
All Red – Each intersection has a period of time that has all the signal directions displaying red. After each phase, and a conflicting movement proceeds, the intersection has a “clearing” period to make sure all the yellow light runners have passed through the intersection completely.
Walk Time – The time allocated for pedestrians to cross the street when the pedestrian button is pressed/activated.
Cycle Length – Sum of all the phases green, yellow and all red times to complete one cycle of an intersection. There is usually a schedule for each day of the week and time of day for the cycle length to change accordingly.
Lag Phases – At the start of a cycle, left turn movements (phase 1 and 5) can lead, therefore lagging phases 2 and 6. However, 1 and 5 could also be the lag phases depending on how the signal is set up. The Lag phase information states which phases lag for the cycle.

Signal timing sheets have a whole slew of other information, above is just a sampling of some basic ones to get become familiar with this information.

Traffic Light Synchronization

On streets with multiple intersections in a row, it helps to have the lights coordinatedin such a way to have vehicles approach all green lights at each intersection. Trying to have coordination in all directions is very difficult, but for the larger streets that carry more through traffic, it’s feasible to have these movements coordinated. This keeps traffic flowing along the major arterial streets with minimal stopping, breaking and emissions produced. Synchronizing lights, while costly, is very beneficial to drivers making a trip through a series of the lights along a street segment.



Synchronized traffic intersections will have an offset value on the signal timing charts for the traffic engineers to use when programming the traffic signals. This offset value is the number of seconds it takes for a car traveling from being stopped at one intersection to the subsequent intersection down the road. This travel time allows the cycle length of the two intersections to be offset by a specific amount of time to allow cars to travel between the two intersections without stopping for a red light.


Synchronizing lights can become messy very quickly depending on the streets being analyzed. To help, computer software is available to optimize signal timing most efficiently. Synchro is one common traffic software that calculates street signals to have the optimum signal timing values based on the inputted data. Synchro requires the user to input the existing roadway design, geometry, traffic volumes (number of cars), among other data, to have it calculate the most efficient signal timing values, such as cycle length, green times, etc.


 

Collecting data for inputting into Synchro requires vehicle counts to be collected. In it’s current state today, collecting traffic counts is a very time consuming and manually driven process. Because this is a time consuming and expensive process, updating traffic signals for synchronization only occurs once every few years (or more). This creates excess traffic congestion when travel patterns change on arterial streets. Traffic signal coordination does not have to be like this however, it can be an automatic, easy to maintain and provide peak performance to all users. In the next section we look at how this could be a serious possibility.

Smart Signal Technology


At fully-actuated intersections, street embedded wire inductive loops provide a sensor technology to have cars signal their presence in a specific lane. As an example, inductive loops in the left turn lane would signal to the traffic cabinet the left turn signal needs to be cycled through. If the loop does not detect a vehicle, it would skip that phase during the cycle to save time. These inductive loops at intersections however are wired differently then inductive loops on highways, in that they are all pulled together for each movement (not individual lanes) and the computer in the traffic cabinet only detects a vehicle in binary form (vehicle present or not present). Along the side of the intersection is a pull box where all these wires are reduced down to each of their traffic movements (left turn, through, right turn). Any vehicle counts are not obtained, as these sensors only function as dummy “on/off” switches.

In the future, more advanced technology could change this current design of intersections to allow for “smart” data collection to occur automatically every second of the day. By using the loops in the ground to collect vehicle counts, costs can be reduced for the required signal optimization data. Vehicle counts and signal optimization can be done on the fly or every 24 or 48 hours if necessary. This time consuming and high cost operation today will be completely automated down the road.

Of course this all assumes we will still be using human driven cars. With the current advancement from Google of autonomous cars, signalized intersections as we know it today wouldn't be necessary as the vehicles could navigate through a joining of two perpendicular streets by calculating each car's trajectory in advanced. This type of travel would be truly remarkable, of course we probably not even care because we would looking down at a tablet doing a Google search or some other mind stretching task.


To conclude, Intersections have come a long way from a 4 way dirt road junction, however with improved technology and acceptance by cities, intersections can continue to be safer, offer less dwell time and save emissions.



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This blog is to allow for case studys to begin studying traffic.

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