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Page 1: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing
Page 2: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

Outline

Vehicle emission Remote Sensing Method

Results Leeds Autumn/ Winter 2014

Zurich Summer 2014

Vehicle emission modelling PHEM (version 11.7.2, released 16/12/2014)

Outlook

2

Page 3: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

MethodRemote Sensing Vehicle Emissions

3

Sheffield, May 2013

Page 4: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

MethodRemote Sensing Vehicle Emissions

4

Leeds, December 2014

Page 5: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

Camera(Number plate)

Vehicle Detector(Speed andAcceleration)

Source/Detector

Mirror Box

Source

Detector

Emissions Analyser(Common

Configurations)

Camera(Number plate)

Vehicle Detector(Speed andAcceleration)

Source/Detector

Mirror Box

Source

Detector

Emissions Analyser(Common

Configurations)

MethodRemote Sensing Vehicle Emissions

ESP RSD-4600 instrument (www.esp-global.com)

UVIR

Page 6: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

Camera(Number plate)

Vehicle Detector(Speed andAcceleration)

Source/Detector

Mirror Box

Source

Detector

Emissions Analyser(Common

Configurations)

Camera(Number plate)

Vehicle Detector(Speed andAcceleration)

Source/Detector

Mirror Box

Source

Detector

Emissions Analyser(Common

Configurations)

Emission ratios

From peak exhaust plume conc.

NO / CO2

Estimate NO2 / CO2 & NOX / CO2

CO / CO2

HC / CO2 & PM10

Baseline condition taken from front ofthe vehicle

Valid measurement

5 – 60 km/h Sufficient CO2 plume Number plate record

►Site selection important

MethodRemote Sensing Vehicle Emissions

Vehicle Fleet Information

Number plate record ANPR

→ Detailed vehicle registration info.→ Annoymised DVLA type data

• vehicle type & euro category• fuel type and engine capacity• manufacturer & model• CO2 performance etc.

6

Page 7: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

MethodRemote Sensing Vehicle Emissions

PROS: “Real-world” or “on road” or “RDE”

Understand the emissionperformance of the vehicle fleet

Trends

Degradation/ ageing technologies

High-emitters

Detailed knowledge of the vehiclefleet composition

Fast turn-round (one month)

Survey emerging technologies

e.g. EuroVI compliant vehicles

Rich research resource

CONS: “Snap-shot” or “single-point”

measurement

Vehicle operating condition unknown

Loading

Cold-start or Hot-running

Elevated exhausts – NULL

Lorries “open” chassis

Practical limitations

Dry weather conditions

Relatively labour intensive

Suitable survey locations limited

7

Page 8: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

ResultsLeeds Autumn/ Winter 2014

Die

sel_

E0

Die

sel_

E1

Die

sel_

E2

Die

sel_

E3

Die

sel_

E4

Die

sel_

E5

Die

sel_

E6

Petr

ol_

E0

Petr

ol_

E1

Petr

ol_

E2

Petr

ol_

E3

Petr

ol_

E4

Petr

ol_

E5

Petr

ol_

E6

Petr

olH

ybrid_E

3

Petr

olH

ybrid_E

4

Petr

olH

ybrid_E

5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

NO

X(g

ram

s.k

m1

)

[2]

[2]

[24]

[299]

[970]

[1108]

[39]

[14]

[26]

[156]

[868]

[1131]

[694]

[32]

[2]

[0]

[24]

8

Page 9: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

ResultsLeeds Autumn/ Winter 2014

Die

sel_

E0

Die

sel_

E1

Die

sel_

E2

Die

sel_

E3

Die

sel_

E4

Die

sel_

E5

Die

sel_

E6

Petr

ol_

E0

Petr

ol_

E1

Petr

ol_

E2

Petr

ol_

E3

Petr

ol_

E4

Petr

ol_

E5

Petr

ol_

E6

Petr

olH

ybrid_E

3

Petr

olH

ybrid_E

4

Petr

olH

ybrid_E

5

0

20

40

60

80

PM

Index

[2]

[2]

[24]

[299]

[970]

[1108]

[39]

[14]

[26]

[156]

[868]

[1131]

[694]

[32]

[2]

[0]

[24]

Page 10: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

MethodRemote Sensing Vehicle Emissions

10

Zurich, July 2014And 2000, 2001, 2002…… 2013

Page 11: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

MethodZurich Remote Sensing Site

11

Zurich, July 201482m elevation gain1.2 kmAv. gradient 6.8 %

Page 12: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

ResultsZurich, Summer 2014

12

Die

sel_

E0

Die

sel_

E1

Die

sel_

E2

Die

sel_

E3

Die

sel_

E4

Die

sel_

E5a

Die

sel_

E5b

Die

sel_

E6a

Die

sel_

E6b

Die

selH

ybrid_E

5

Petr

ol_

E0

Petr

ol_

E1

Petr

ol_

E2

Petr

ol_

E3

Petr

ol_

E4

Petr

ol_

E5a

Petr

ol_

E5b

Petr

ol_

E6b

Petr

olH

ybrid_E

4

Petr

olH

ybrid_E

5a

Petr

olH

ybrid_E

5b

Petr

olH

ybrid_E

6b

0

1000

2000

3000

4000

NO

X/

CO

2ra

tio

[13]

[33]

[164]

[1220]

[4250]

[3315]

[3165]

[27]

[228]

[19]

[113]

[629]

[1805]

[2584]

[9141]

[3730]

[4360]

[520]

[233]

[85]

[307]

[3]

Page 13: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

ResultsZurich, Summer 2014

13

Die

sel_

E0

Die

sel_

E1

Die

sel_

E2

Die

sel_

E3

Die

sel_

E4

Die

sel_

E5a

Die

sel_

E5b

Die

sel_

E6a

Die

sel_

E6b

Die

selH

ybrid_E

5

Petr

ol_

E0

Petr

ol_

E1

Petr

ol_

E2

Petr

ol_

E3

Petr

ol_

E4

Petr

ol_

E5a

Petr

ol_

E5b

Petr

ol_

E6b

Petr

olH

ybrid_E

4

Petr

olH

ybrid_E

5a

Petr

olH

ybrid_E

5b

Petr

olH

ybrid_E

6b

0.0

0.1

0.2

0.3

0.4

PM

Index

[13]

[33]

[164]

[1220]

[4250]

[3315]

[3165]

[27]

[228]

[19]

[113]

[629]

[1805]

[2584]

[9141]

[3730]

[4360]

[520]

[233]

[85]

[307]

[3]

Page 14: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

PHEMVersion 11.7.2, released 16/12/2014

14 Technical University of Graz (AT)

HBEFA update version3.2 (Dec ‘13) CADC drive cycle

ERMES drive cycle

Modal data 5 EuroVIdiesel cars

Bag data 19 EuroVIdiesel cars (TUG,TNO) Premium vehicles

Large, higher poweredvehicles

Page 15: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

Real Driving Activity Monitoring (PAMS)Sheffield 2013 : VBox GPS + CAN (1Hz) + Road gradient (%)

15

Vehicle tracking routes across Sheffield (160km){©Copyright GoogleTM 2013}

Wyatt, D., Li, H., Tate, J. 2014. The impact of road grade on carbon dioxide (CO2) emission of a passenger vehicle in real-world driving.Transportation Research Part D: Transport and Environment, 32, pp 160-170, October 2014, DOI: 10.1016/j.trd.2014.07.015

Page 16: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

PHEM NOX Emission FactorsSheffield 2013 activity data (with grade)

16

0

0.2

0.4

0.6

0.8

Euro 0 Euro 1 Euro 2 Euro 3 Euro 4 Euro 5 Euro 6 Euro 6c

NO

X(g

ram

s.km

-1)

Euro standard

Diesel

Petrol

Page 17: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

OutlookDiesel Euro VI passenger cars

Initial assessment – good improvement over EuroV RDE far in excess of emission standard limits

Worst performance expected in congested, urban drivingconditions Demands continuous review Not simply an evaluation of the first generation of EuroVI vehicles

from premium manufacturers

Deterioration of technology unknown SCR dosage a concern

Significance of engine re-mapping and emission controlremoval (e.g. DPF removal) unknown Considered minor new cars (warranty and leasing schemes)

17

Page 18: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing
Page 19: Tate APRIL Feb2015 · 2017-04-11 · 19 Frequency diagrams of the observed Speed andAccelerations distributions from theVehicle tracking surveys and those recorded by the Remote Sensing

PAMS & Remote Sensing comparisonSpeed & Acceleration

19

Frequency diagrams of the observed Speed and Accelerationsdistributions from theVehicle tracking surveys and those recorded by

the Remote Sensing Device (Sheffield, 2013)