u.s. department of transportation federal highway administration acs-lite fhwa adaptive signal...
TRANSCRIPT
![Page 1: U.S. Department of Transportation Federal Highway Administration ACS-Lite FHWA Adaptive Signal Control Systems Raj S. Ghaman, P.E. Team Leader, Office](https://reader035.vdocuments.site/reader035/viewer/2022062421/56649ccf5503460f9499a7fe/html5/thumbnails/1.jpg)
U.S. Department of TransportationFederal Highway Administration
ACS-LiteFHWA Adaptive Signal
Control Systems
Raj S. Ghaman, P.E.Team Leader, Office of Operations RD & T
Traffic Signal & Operations Working Group March 26, 2008
Washington D.C., USA
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U.S. Department of TransportationFederal Highway Administration
Slide 2
Outline
• Goals
• System architecture
• Adaptive approach– Cyclic performance measures
• Field trials
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U.S. Department of TransportationFederal Highway Administration
Slide 3
Adaptive in the U.S. (FHWA)
• 1970s-1980s: UTCS– Second by second central
• 1990s: Predictive control (ACS)– FHWA ACS: RHODES, OPAC– Second by second distributed
• 2002: Controller-based Adaptive– FHWA ACS “Lite”: Siemens ITS– Leverage existing hardware– Update controller parameters every five minutes
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U.S. Department of TransportationFederal Highway Administration
Slide 4
FHWA Goals for ACS-Lite
• Low cost design
• Leverage existing infrastructure• Standard US-style actuated controllers (rings,
phases, splits, barriers)• Standard fully-actuated detector layouts• Standard NTCIP Communications
• “Retro-fit” with major US signal system vendors
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U.S. Department of TransportationFederal Highway Administration
Slide 5
Project Team
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U.S. Department of TransportationFederal Highway Administration
Slide 6
System Architecture
Vendor
Field Master
Protocol Translation
9600bps, up to 12 controllers
NTCIP + ACS-Lite firmware upgrade
Vendor Specific or NTCIP
NTCIP
ACS-LiteOptional
Optional
Field Processor
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U.S. Department of TransportationFederal Highway Administration
Slide 7
ACS-Lite Detection Layout
Flow ProfileDetectors
Phase Utilization Detectors
Need detectors at stop-bar of coordinated phases
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U.S. Department of TransportationFederal Highway Administration
Slide 8
21
ACS-Lite adaptive control philosophy
• Data-driven parameter tuning
• Limited/no traffic modeling
• Recent past predicts the near future• Splits
– Phase Utilization
• Offsets– Statistical Flow Profiles
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U.S. Department of TransportationFederal Highway Administration
Slide 9
ACS-Lite NTCIP firmware upgrade
• Phase Timing Status Object
• Detector Status Object
• Configuration Objects• Polled once per minute
– Second-by-second accuracy– Bandwidth efficient
• Minute-by-minute polls are “stitched” together for cycle-by-cycle performance assessment
1
2
3
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U.S. Department of TransportationFederal Highway Administration
Slide 10
Occupancy per phase interval
• Occupancy values per second
• Correlated to Red/Green/Yellow
37s 4s49s
Second-by-secondOccupancy
37s 4s32s
Second-by-secondOccupancy
Cycle 1
Cycle 2
17s
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U.S. Department of TransportationFederal Highway Administration
Slide 11
Cycle-by-cycle Data
Phase Timing Volume/Occupancy
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U.S. Department of TransportationFederal Highway Administration
Slide 12
Occupancy per interval split tuning
57s4s29s
Phase 2AverageOccupancy
Unoccupied
Averaging
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U.S. Department of TransportationFederal Highway Administration
Slide 13
Green occupancy Phase Utilization
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U.S. Department of TransportationFederal Highway Administration
Slide 14
Cyclic occupancy profiles Statistical profile
“statistical” flow profile
Example shows need to move offset so green
corresponds with traffic earlier in cycle
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U.S. Department of TransportationFederal Highway Administration
Slide 15
Progression Performance Offset tuning
• Performance measure for offsets “capture efficiency”
• Shift offsets small amount
• Constrain changes within user-configurable bounds
Inbound
Outbound
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U.S. Department of TransportationFederal Highway Administration
Slide 16
Field trials
PEEKSt. Petersburg/Tampa, Florida
EconoliteColumbus, Ohio
Eagle/SiemensHouston, Texas
McCainSan Diego, California
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U.S. Department of TransportationFederal Highway Administration
Slide 17
Field trial – Columbus, Ohio
• Early “lessons learned”– Communications integrity– Detector configuration
• Separate channels per lane
– Remote configuration capability
– Details, details
High School
Freeway
3km
Major road
Major road
Construction zone
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U.S. Department of TransportationFederal Highway Administration
Slide 18
Columbus, Ohio - Hamilton Road
Study Area N
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U.S. Department of TransportationFederal Highway Administration
Slide 19
Columbus, Ohio – Hamilton Road (con’t)
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U.S. Department of TransportationFederal Highway Administration
Slide 20
ACS-Lite Field trial – Houston, Texas State Route 6
Study AreaN
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U.S. Department of TransportationFederal Highway Administration
Slide 21
Houston, Texas – State Route 6 (con’t)
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U.S. Department of TransportationFederal Highway Administration
Slide 22
ACS-Lite Field trial – Tampa, Florida State Route 70
Study Area
N
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U.S. Department of TransportationFederal Highway Administration
Slide 23
Tampa, Florida – State Route 70 (con’t)
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U.S. Department of TransportationFederal Highway Administration
Slide 24
ACS-Lite Field trial – San Diego, California Main Street
N
Study Area
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U.S. Department of TransportationFederal Highway Administration
Slide 25
San Diego, California – Main Street (con’t)
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U.S. Department of TransportationFederal Highway Administration
Slide 26
Future
• Algorithms enhancements (2008):– Long-term parameter
adjustment • Seasonal baseline parameters• TOD schedule switch points
– Cycle time tuning– Selection of transition
method– Better Graphical User
Interface (GUI)
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U.S. Department of TransportationFederal Highway Administration
Slide 27
Questions?