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Maximizing Safety and Mobility onI-25 between
Monument and Plum Creek Interchanges………………………………………………………………………………………………………………………………………………………………………………………….…………
DiExSys, LLCJake Kononov, PE, PhD
Bryan Allery, PE
I-25 GAP Coalition Presentation - June 2017
DiExSys, LLCDiagnostic Expert Systems
We had our First Consulting Job in 2006We are focused with Laser-Like Intensity on Road SafetyWe provide Safety Analysis Services in:
I-25 GAP Coalition Presentation - June 2017
• Wyoming• Montana• Louisiana• New Mexico• Oklahoma• Colorado
• Department of Transportation• Counties: Douglas, Jefferson, Adams• Cities: Lakewood, Denver, Aurora,
Arvada, Federal Heights• PPACG
• Arizona• Alabama• Italy
What is the Magnitude of the Safety Problem within Study Limits?
and
What is its Nature?
How Susceptible is it to Correction?
I-25 GAP Coalition Presentation - June 2017
Segment 1MP 160.00 to 163.32
Segment 2MP 163.33 to 179.27
Segment 3MP 179.28 to 181.00
I-25 GAP Coalition Presentation - June 2017
Crash Summary I-25 MP 160.00-181.00 1/1/2011-12/31/20151,969 Crashes (1,296 PDO, 667 INJ, 6 FAT)
I-25 GAP Coalition Presentation - June 2017
Segment 1MP 160.00 to 163.32
I-25 GAP Coalition Presentation - June 2017
I-25 MP 160.00 - 163.32 Crash Frequency
I-25 GAP Coalition Presentation - June 2017
I-25 MP 160.00 - 163.32 Crash Severity
I-25 GAP Coalition Presentation - June 2017
Segment 2MP 163.33 to 179.27
I-25 GAP Coalition Presentation - June 2017
I-25 MP 163.33 - 179.27 Crash Frequency
I-25 GAP Coalition Presentation - June 2017
I-25 MP 163.33 - 179.27 Crash Severity
I-25 GAP Coalition Presentation - June 2017
Segment 3MP 179.28 to 181.00
I-25 GAP Coalition Presentation - June 2017
I-25 MP 179.28 - 181.00 Crash Frequency
I-25 GAP Coalition Presentation - June 2017
I-25 MP 179.28 - 181.00 Crash Severity
I-25 GAP Coalition Presentation - June 2017
History of Speed Limits• Today speed limits on freeways are established by computing 85th
percentile speed during free-flow (Off Peak) period
• … but what is the speed limit when freeway is congested???
• What is the meaning of the speed limit established off-peak for the peak period conditions?
• This methodology was developed over 50 years ago by Solomon (USDOT, 1964)
• In retrospect, it appears that Solomon (Accidents on Main Rural Highways Related to Speed, USDOT, 1964) may not have been as wise as King Solomon (971 - 931 BC , Jerusalem, Israel)
• In fact we will show that the speed limit established during the Off Peak period using 85th percentile free-flow speed is sometimes detrimental to safety
• We will prove it by using common sense, fundamental traffic flow theory and empirical evidence collected in the field
I-25 GAP Coalition Presentation - June 2017
Fundamental Relationship BetweenFreeway Speed and Flow from HCM
I-25 GAP Coalition Presentation - June 2017
Fundamental Relationship BetweenFreeway Speed and Flow from HCM
US6 - WO Federal - Westbound
LaneVolume0 400 800 1200 1600 2000 2400
85th
%S
peed
20
30
40
50
60
70
80
I-25 GAP Coalition Presentation - June 2017
1 S1 = 70 mphV1 = 600 pc/h/ln
S2 = 68 mphV2 = 1750 pc/h/ln
∆S ≈ 3%∆V & ∆density ≈ 190%
R1 < R2
Fundamental Relationship BetweenFreeway Speed and Flow from HCM
I-25 GAP Coalition Presentation - June 2017
I-25 GAP Coalition Presentation - June 2017
Simulation
High Speed
Low Density
High Speed
High Density
C470 from Santa Fe to Quebec
I-25 GAP Coalition Presentation - June 2017
C470 from Santa Fe to Quebec PM Period
Cra
sh R
ate
C470 - PM (Lane Volume)R^2 = 0.783
Lane Volume600 1000 1400 1800
Cra
shR
ate
(Tot
al)
0.4
0.6
0.8
1
1.2
1.4
I-25 GAP Coalition Presentation - June 2017
C470 from Santa Fe to Quebec All DayC470 - All Day (Lane Volume)
R^2 = 0.697
Lane Volume500 900 1300 1700
Cra
shR
ate
(Tot
al)
0.4
0.6
0.8
1
1.2
1.4
I-25 GAP Coalition Presentation - June 2017
I-270 From I-76 to I-70
I-25 GAP Coalition Presentation - June 2017
I-270 From I-76 to I-70 – AM PeriodI-270 - AM (Lane Volume)
R^2 = 0.961
Lane Volume850 1100 1350 1600
Cra
shR
ate
(Tot
al)
0.5
0.6
0.7
0.8
0.9
1
I-25 GAP Coalition Presentation - June 2017
I-270 From I-76 to I-70 – PM PeriodI-270 - PM (Lane Volume)
R^2 = 0.914
Lane Volume700 1000 1300 1600
Cra
shR
ate
(Tot
al)
0.4
0.5
0.6
0.7
0.8
0.9
1
I-25 GAP Coalition Presentation - June 2017
I-270 From I-76 to I-70 - All DayI-270 - All Day (Lane Volume)
R^2 = 0.873
Lane Volume700 1000 1300 1600
Cra
shR
ate
(Tot
al)
0.4
0.5
0.6
0.7
0.8
0.9
1
1.1
I-25 GAP Coalition Presentation - June 2017
I-70 From Georgetown to Twin Tunnels
I-25 GAP Coalition Presentation - June 2017
I-70 From Georgetown to Twin TunnelsWeekend Winter Eastbound
I-70 - Weekend Winter (EB Flow)
EB Flow (vphpl)600 900 1200 1500
EB
Cra
shR
ate
(Acc
/MVM
T)
0.1
0.3
0.5
0.7
0.9
1.1
1.3 (r²) = 0.8514
I-25 GAP Coalition Presentation - June 2017
I-70 - All Day Summer (EB Flow)
EB Flow (vphpl)400 650 900 1150
EB
Cra
shR
ate
(Acc
/MVM
T)
0.05
0.15
0.25
0.35
0.45
0.55
0.65
0.75
0.85(r²) = 0.5946
I-70 From Georgetown to Twin TunnelsWeekend Summer Eastbound
I-25 GAP Coalition Presentation - June 2017
Regime 1 is characterized by low to moderate density and high speeds, where drivers are becoming more focused on the driving task and are still able to compensate for increasing density. This increased focus on the driving task may possibly explain the fact that during Regime-1 the crash rate remains stable despite increase in density.
Regime 2 is characterized by high densities without notable speed reduction where many more near misses become crashes, thus a sharp rise in crash rate.
I-25 GAP Coalition Presentation - June 2017
Freeway Flow Crash Potential Index (FFCPI)FFCPI = dS2
Crash Rate vs. Freeway Flow Relationship
Observed Speed
Recommended Speed Limit
70 6569 6067 5562 50
FFCPIcr
Metro Denver Freeway
Freeway dS2
dS2
I-25 GAP Coalition Presentation - June 2017
ATM in Europe
I-25 GAP Coalition Presentation - June 2017
Colorado I-70 Concepts
I-25 GAP Coalition Presentation - June 2017
ATM in Europe
I-25 GAP Coalition Presentation - June 2017
NormalCardiogram
Medical Analogy
Onset ofHeart Attack
Full-BlownHeart Attack
Heart Damage
Need Cardiac Rehab!
I-25 GAP Coalition Presentation - June 2017
Timely Intervention
NormalCardiograph
Onset ofHeart Attack
Back toNormal
Intervention
Clot Buster Drugs and/or Angioplasty
I-25 GAP Coalition Presentation - June 2017
Active Traffic Management
Is like taking a Cardiogram of the Highway and Responding
in Time
I-25 GAP Coalition Presentation - June 2017
Variable Speed Limit Decision Support Analysis
I-25 GAP Coalition Presentation - June 2017
Variable Speed Limit Decision Support AnalysisTime of DayReal Time Inputs
PM
Real Time Input:(Volume) V(Speed) S(density) dRoad/Weather Conditions
AM
I-25 GAP Coalition Presentation - June 2017
Variable Speed Limit Decision Support Analysis
I-25 GAP Coalition Presentation - June 2017
Corridor-Specific Safety Performance Curves
Road/Weather Conditions
Time of DayReal Time Inputs
PM
Real Time Input:(Volume) V(Speed) S(density) dRoad/Weather Conditions
AMdS2 (FFCPI)
AdverseIcy/Snowy
Wet
AdverseIcy/Snowy
Wet
dS2
dS2
dS2
dS2
Fair Weather Dry Pavement
Cra
sh R
ate
Cra
sh R
ate
Cra
sh R
ate
Cra
sh R
ate
Fair Weather Dry Pavement
FFCPI = Freeway Flow Crash Potential Index
dS2 (FFCPI)
dS2 (FFCPI)
dS2 (FFCPI)
Variable Speed Limit Decision Support Analysis
I-25 GAP Coalition Presentation - June 2017
Typical Annual Savings in Crash PreventionFatalities
6
Injuries 667
PDO1,296
1040 Injured
5 Years Crash Data
I-25 GAP Coalition Presentation - June 2017
Savings in Crash Prevention from VSL over 5 Years
20% Reduction 30% Reduction 1,296 PDO (20%) ($10,200) = $2,643,8401,040 INJ (20%) ($96,100) = $19,988,800
6 FAT (20%) ($1,688,400) = $2,026,080==========
$ 24,658,720
1,296 PDO (30%) ($10,200) = $3,965,7601,040 INJ (30%) ($96,100) = $29,983,200
6 FAT (30%) ($1,688,400) = $3,039,120==========
$ 36,988,080
Expected Range of Crash Prevention 20% – 30%
Current CDOT Numbers:PDO = $10,200INJ = $96,100
FAT = $1,688,400
I-25 GAP Coalition Presentation - June 2017
Fatalities6
Injuries 667
PDO1,296
1040 Injured
Savings in Delay Reduction from VSL over 5 Years
1,969 Total Accidents 20% Reduction 30% Reduction
1,969 (20%) (3,500) ($10) = $13,783,000==========
$ 13,783,000
1,969 (30%) (3,500) ($10) = $20,674,500==========
$ 20,674,500
Expected Range of Crash Prevention 20% – 30%
On Average 1 Crash Delays 3,500 Vehicles for
1/2 hour @ $20/hr
I-25 GAP Coalition Presentation - June 2017
Fatalities6
Injuries 667
PDO1,296
1040 Injured
Safety and Mobility Benefits Combined
20% Reduction 30% Reduction
$ 38,441,720 $ 57,662,580
I-25 GAP Coalition Presentation - June 2017
Fatalities6
Injuries 667
PDO1,296
1040 Injured
TRB
I-25 GAP Coalition Presentation - June 2017
Maximizing Safety and Mobility onI-25 between
Monument and Plum Creek Interchanges………………………………………………………………………………………………………………………………………………………………………………………….…………
DiExSys, LLCJake Kononov, PE, PhD
Bryan Allery, PE
I-25 GAP Coalition Presentation - June 2017