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Evaluation of Heavy-Duty Vehicle Emission Controls with a Decade of California Real-World Observations
Chris RuehlResearch Division
CA Air Resources Board 1
CARB Contractors
2
University of California Berkeley
Rob HarleyTom Kirchstetter amp Chelsea Preble
University of Denver
Don Stedman Gary Bishop amp Molly Haugen
Preble Dallmann Kreisberg Hering Harley amp Kirchstetter (2015)Haugen amp Bishop (2017)Preble Cados Harley amp Kirchstetter (2018)Haugen amp Bishop (2018)
Intro Oakland LA Cottonwood Caldecott
HD plume capture locations
3
Cottonwood CHP U Denver Long haul fleet
Port of Oakland UCBDrayage fleet
Caldecott Tunnel UCBLong haul fleet
Port of Los Angeles U Denver Drayage fleet
Year POak Cald PLA Ctnwd
roadside HDV observations
2011 380
20122013 1016 1219 1866
2014 1587
2015 496 1590 1456 694
2016
2017 795 1043
2018 2150
total 1892 5327 3470 3603
emissions data not yet received
Intro Oakland LA Cottonwood Caldecott
4
HD plume capture methods
Tent (Denver University)
Overpass(UC Berkeley) PEAQS
(CARB)
Port of LA 2017CARB 11-309 Final Report Port of Oakland 2013
Preble et al (ESampT 2015)
Port of LA 2017
Intro Oakland LA Cottonwood Caldecott
5
HD plume capture methods
Tent (Denver University)
Overpass(UC Berkeley)
PEAQS(CARB)
Veh speed 5 ndash 10 mph
Sample inlet 50rsquo perforated tube along top of tent
Only upward exhaust pipes sampled
Veh speed up to 55 mph
Sample inlet 12rdquo vertical duct
Only upward exhaust pipes sampled
Veh speed 5 - 10 mph
Inlet perforated tube above amp below
Can also sample downward pipes
Intro Oakland LA Cottonwood Caldecott
HDV Emissions at the Pork of Oakland
6
Measured by Robert Harley Thomas Kirchstetter Chelsea Preble et al (University of California Berkeley)
Intro Oakland LA Cottonwood Caldecott
7
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
DTR (CARB)CARB efforts to reduce HDV emissions began with the Drayage Truck Regulation (DTR 2008)
This prompted turnover of the fleets at the Ports of Oakland and Los Angeles
8
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
Increasing Importance of ldquoHigh Emittersrdquo
bull A smaller fraction of trucks emits a greater fraction of total emissions
bull High emitters more an issue for particle (not gas) phase emissions
9
Preble et al ESampT 2015
Black Carbon
CARBrsquos Truck and Bus Rule required pre-2007 HDVs to be retrofit with DPFs
This has reduced emissions much more quickly that ldquonaturalrdquo fleet turnover
Intro Oakland LA Cottonwood Caldecott
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
CARB Contractors
2
University of California Berkeley
Rob HarleyTom Kirchstetter amp Chelsea Preble
University of Denver
Don Stedman Gary Bishop amp Molly Haugen
Preble Dallmann Kreisberg Hering Harley amp Kirchstetter (2015)Haugen amp Bishop (2017)Preble Cados Harley amp Kirchstetter (2018)Haugen amp Bishop (2018)
Intro Oakland LA Cottonwood Caldecott
HD plume capture locations
3
Cottonwood CHP U Denver Long haul fleet
Port of Oakland UCBDrayage fleet
Caldecott Tunnel UCBLong haul fleet
Port of Los Angeles U Denver Drayage fleet
Year POak Cald PLA Ctnwd
roadside HDV observations
2011 380
20122013 1016 1219 1866
2014 1587
2015 496 1590 1456 694
2016
2017 795 1043
2018 2150
total 1892 5327 3470 3603
emissions data not yet received
Intro Oakland LA Cottonwood Caldecott
4
HD plume capture methods
Tent (Denver University)
Overpass(UC Berkeley) PEAQS
(CARB)
Port of LA 2017CARB 11-309 Final Report Port of Oakland 2013
Preble et al (ESampT 2015)
Port of LA 2017
Intro Oakland LA Cottonwood Caldecott
5
HD plume capture methods
Tent (Denver University)
Overpass(UC Berkeley)
PEAQS(CARB)
Veh speed 5 ndash 10 mph
Sample inlet 50rsquo perforated tube along top of tent
Only upward exhaust pipes sampled
Veh speed up to 55 mph
Sample inlet 12rdquo vertical duct
Only upward exhaust pipes sampled
Veh speed 5 - 10 mph
Inlet perforated tube above amp below
Can also sample downward pipes
Intro Oakland LA Cottonwood Caldecott
HDV Emissions at the Pork of Oakland
6
Measured by Robert Harley Thomas Kirchstetter Chelsea Preble et al (University of California Berkeley)
Intro Oakland LA Cottonwood Caldecott
7
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
DTR (CARB)CARB efforts to reduce HDV emissions began with the Drayage Truck Regulation (DTR 2008)
This prompted turnover of the fleets at the Ports of Oakland and Los Angeles
8
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
Increasing Importance of ldquoHigh Emittersrdquo
bull A smaller fraction of trucks emits a greater fraction of total emissions
bull High emitters more an issue for particle (not gas) phase emissions
9
Preble et al ESampT 2015
Black Carbon
CARBrsquos Truck and Bus Rule required pre-2007 HDVs to be retrofit with DPFs
This has reduced emissions much more quickly that ldquonaturalrdquo fleet turnover
Intro Oakland LA Cottonwood Caldecott
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
HD plume capture locations
3
Cottonwood CHP U Denver Long haul fleet
Port of Oakland UCBDrayage fleet
Caldecott Tunnel UCBLong haul fleet
Port of Los Angeles U Denver Drayage fleet
Year POak Cald PLA Ctnwd
roadside HDV observations
2011 380
20122013 1016 1219 1866
2014 1587
2015 496 1590 1456 694
2016
2017 795 1043
2018 2150
total 1892 5327 3470 3603
emissions data not yet received
Intro Oakland LA Cottonwood Caldecott
4
HD plume capture methods
Tent (Denver University)
Overpass(UC Berkeley) PEAQS
(CARB)
Port of LA 2017CARB 11-309 Final Report Port of Oakland 2013
Preble et al (ESampT 2015)
Port of LA 2017
Intro Oakland LA Cottonwood Caldecott
5
HD plume capture methods
Tent (Denver University)
Overpass(UC Berkeley)
PEAQS(CARB)
Veh speed 5 ndash 10 mph
Sample inlet 50rsquo perforated tube along top of tent
Only upward exhaust pipes sampled
Veh speed up to 55 mph
Sample inlet 12rdquo vertical duct
Only upward exhaust pipes sampled
Veh speed 5 - 10 mph
Inlet perforated tube above amp below
Can also sample downward pipes
Intro Oakland LA Cottonwood Caldecott
HDV Emissions at the Pork of Oakland
6
Measured by Robert Harley Thomas Kirchstetter Chelsea Preble et al (University of California Berkeley)
Intro Oakland LA Cottonwood Caldecott
7
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
DTR (CARB)CARB efforts to reduce HDV emissions began with the Drayage Truck Regulation (DTR 2008)
This prompted turnover of the fleets at the Ports of Oakland and Los Angeles
8
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
Increasing Importance of ldquoHigh Emittersrdquo
bull A smaller fraction of trucks emits a greater fraction of total emissions
bull High emitters more an issue for particle (not gas) phase emissions
9
Preble et al ESampT 2015
Black Carbon
CARBrsquos Truck and Bus Rule required pre-2007 HDVs to be retrofit with DPFs
This has reduced emissions much more quickly that ldquonaturalrdquo fleet turnover
Intro Oakland LA Cottonwood Caldecott
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
4
HD plume capture methods
Tent (Denver University)
Overpass(UC Berkeley) PEAQS
(CARB)
Port of LA 2017CARB 11-309 Final Report Port of Oakland 2013
Preble et al (ESampT 2015)
Port of LA 2017
Intro Oakland LA Cottonwood Caldecott
5
HD plume capture methods
Tent (Denver University)
Overpass(UC Berkeley)
PEAQS(CARB)
Veh speed 5 ndash 10 mph
Sample inlet 50rsquo perforated tube along top of tent
Only upward exhaust pipes sampled
Veh speed up to 55 mph
Sample inlet 12rdquo vertical duct
Only upward exhaust pipes sampled
Veh speed 5 - 10 mph
Inlet perforated tube above amp below
Can also sample downward pipes
Intro Oakland LA Cottonwood Caldecott
HDV Emissions at the Pork of Oakland
6
Measured by Robert Harley Thomas Kirchstetter Chelsea Preble et al (University of California Berkeley)
Intro Oakland LA Cottonwood Caldecott
7
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
DTR (CARB)CARB efforts to reduce HDV emissions began with the Drayage Truck Regulation (DTR 2008)
This prompted turnover of the fleets at the Ports of Oakland and Los Angeles
8
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
Increasing Importance of ldquoHigh Emittersrdquo
bull A smaller fraction of trucks emits a greater fraction of total emissions
bull High emitters more an issue for particle (not gas) phase emissions
9
Preble et al ESampT 2015
Black Carbon
CARBrsquos Truck and Bus Rule required pre-2007 HDVs to be retrofit with DPFs
This has reduced emissions much more quickly that ldquonaturalrdquo fleet turnover
Intro Oakland LA Cottonwood Caldecott
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
5
HD plume capture methods
Tent (Denver University)
Overpass(UC Berkeley)
PEAQS(CARB)
Veh speed 5 ndash 10 mph
Sample inlet 50rsquo perforated tube along top of tent
Only upward exhaust pipes sampled
Veh speed up to 55 mph
Sample inlet 12rdquo vertical duct
Only upward exhaust pipes sampled
Veh speed 5 - 10 mph
Inlet perforated tube above amp below
Can also sample downward pipes
Intro Oakland LA Cottonwood Caldecott
HDV Emissions at the Pork of Oakland
6
Measured by Robert Harley Thomas Kirchstetter Chelsea Preble et al (University of California Berkeley)
Intro Oakland LA Cottonwood Caldecott
7
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
DTR (CARB)CARB efforts to reduce HDV emissions began with the Drayage Truck Regulation (DTR 2008)
This prompted turnover of the fleets at the Ports of Oakland and Los Angeles
8
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
Increasing Importance of ldquoHigh Emittersrdquo
bull A smaller fraction of trucks emits a greater fraction of total emissions
bull High emitters more an issue for particle (not gas) phase emissions
9
Preble et al ESampT 2015
Black Carbon
CARBrsquos Truck and Bus Rule required pre-2007 HDVs to be retrofit with DPFs
This has reduced emissions much more quickly that ldquonaturalrdquo fleet turnover
Intro Oakland LA Cottonwood Caldecott
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
HDV Emissions at the Pork of Oakland
6
Measured by Robert Harley Thomas Kirchstetter Chelsea Preble et al (University of California Berkeley)
Intro Oakland LA Cottonwood Caldecott
7
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
DTR (CARB)CARB efforts to reduce HDV emissions began with the Drayage Truck Regulation (DTR 2008)
This prompted turnover of the fleets at the Ports of Oakland and Los Angeles
8
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
Increasing Importance of ldquoHigh Emittersrdquo
bull A smaller fraction of trucks emits a greater fraction of total emissions
bull High emitters more an issue for particle (not gas) phase emissions
9
Preble et al ESampT 2015
Black Carbon
CARBrsquos Truck and Bus Rule required pre-2007 HDVs to be retrofit with DPFs
This has reduced emissions much more quickly that ldquonaturalrdquo fleet turnover
Intro Oakland LA Cottonwood Caldecott
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
7
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
DTR (CARB)CARB efforts to reduce HDV emissions began with the Drayage Truck Regulation (DTR 2008)
This prompted turnover of the fleets at the Ports of Oakland and Los Angeles
8
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
Increasing Importance of ldquoHigh Emittersrdquo
bull A smaller fraction of trucks emits a greater fraction of total emissions
bull High emitters more an issue for particle (not gas) phase emissions
9
Preble et al ESampT 2015
Black Carbon
CARBrsquos Truck and Bus Rule required pre-2007 HDVs to be retrofit with DPFs
This has reduced emissions much more quickly that ldquonaturalrdquo fleet turnover
Intro Oakland LA Cottonwood Caldecott
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
8
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
Increasing Importance of ldquoHigh Emittersrdquo
bull A smaller fraction of trucks emits a greater fraction of total emissions
bull High emitters more an issue for particle (not gas) phase emissions
9
Preble et al ESampT 2015
Black Carbon
CARBrsquos Truck and Bus Rule required pre-2007 HDVs to be retrofit with DPFs
This has reduced emissions much more quickly that ldquonaturalrdquo fleet turnover
Intro Oakland LA Cottonwood Caldecott
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
9
Preble et al ESampT 2015
Black Carbon
CARBrsquos Truck and Bus Rule required pre-2007 HDVs to be retrofit with DPFs
This has reduced emissions much more quickly that ldquonaturalrdquo fleet turnover
Intro Oakland LA Cottonwood Caldecott
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
10
Preble et al ESampT 2015
Intro Oakland LA Cottonwood Caldecott
NOX
No retrofit requirements for SCR
Gradual decrease in emissions with MY but still much higher than predicted from certification standards
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
Port of LA and Cottonwood Weigh Station
11
Measured by Gary Bishop amp Molly Haugen (University of Denver)
Intro Oakland LA Cottonwood Caldecott
CARB contract 11-309 Final Report
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
12
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Gaseous emissions
bull Because fleets largely turned over before 2013 not much change in emissions from 2013 to 2017
bull Similar results for port and long-haul fleet
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
13
Haugen amp Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
NOX vs Model Year
bull NOX emissions decrease in 2010 with introduction of SCR
bull In locations like the Port of LA SCR temperatures are likely too cold for efficient NOX removal
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
14
Haugen amp Bishop ESampT 2018Intro Oakland LA Cottonwood Caldecott
Particulate emissions
bull Long-haul (Cottonwood) fleet still had many non-DPF HDVs in 2013
bull Many high-emitting HDVs from LA in 2015 were not seen in 2017
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
15
Haugen amp
Bishop ESampT 2018
Intro Oakland LA Cottonwood Caldecott
BC vs Model Year
Long-haul (Cottonwood) fleet still turning over from 2013 ndash 2017
Retrofits apparent for older trucks in 2017 ndash emissions much lower than in 2013 similar to new trucks
Cottonwood
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
HDV Emissions at the Caldecott Tunnel
16
Measured by Thomas Kirchstetter Chelsea Preble et al (UC Berkeley)
Intro Oakland LA Cottonwood Caldecott
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
17
Preble et al ESampT 2018
Figure 2 Distributions of black carbon (BC) emission factors for trucks with and without diesel particle filters (DPFs) measured at (a) the Port of Oakland in 2011 2013 and 2015 and (b) the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC with DPF adoption
Apparent in both port (Oakland) and long-haul (Caldecott) fleets
2007 certification standard of 001 gbhphr asymp 007 gkg fuel
medians lt stnd means gt stnd
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
18
Preble et al ESampT 2018
Figure 3 Distributions of black carbon (BC) emission factors for diesel particle filter (DPF) categories as measured at the Caldecott Tunnel in 2014 and 2015
Intro Oakland LA Cottonwood Caldecott
Change in BC 2014 to 2015 campaigns
Retrofit emissions decreased
DPF-only emissions increased
DPF + SCR emissions decreasedB
C g
kg
fuel
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
19
High emitters What of fleet emits half of all Black Carbon (BC)
Consistent decline over past decade
Currently just under 4
(1 out of 25 trucks emits half of BC)
DU (red) amp UCB (black) similar
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
Summarybull CARB has sponsored 12 campaigns over the past decade measuring
real-world Heavy-Duty Vehicle emissionsbull 4 of high-emitting trucks now emit 50 of BCbull At the Port of Oakland
bull BC increasingly associated with high-emittersbull Evidence of success of retrofit requirements
bull At the Port of LA and Cottonwood Weigh Stationbull Port fleet turned over by 2011 long-haul fleet through 2017bull NOX emissions still elevated at Port of LA ndash SCR too coldbull Evidence of success of retrofit requirements
bull At the Caldecott Tunnelbull DPFs bring median emissions well below standard
20
Thanks for your attention
21
22
Thanks for your attention
21
22
22