PEMS: A Look at EPA's "Real World" Test Programs: Pilot Nonroad Equipment & HDDV "Drayage"
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1 PEMS: A Look at EPA's "Real World" Test Programs: Pilot Nonroad Equipment & HDDV "Drayage" Carl Fulper United States Environmental Protection Agency, OTAQ 1 PEMS Conference UC-CERT March 24, 2011
2 Research Areas 2 ASD s KC LDV/LDT PM testing program (Completed) Over 450 vehicles correlatedl w/ chassis dyno and real-world testing of vehicles using Semtech-G ASD s Pilot Nonroad test program (Completed) Tested nornoad construction equipment in EPA Region 7 using both PEMS (33) and PAMS (33) (CRADA w/ CRC) ASD s HDDV Drayage test program (Completed) Tested HDDVs that move containers to and from Houton s ports using PEMS (43) and PAMS (23) (CRADA w/ HGAC) ASD s LDV/LDT Evaporative test program (Ongoing) Test program in Denver, CO to look at separating evaporative from exhaust emissions (CRADA w/ CO HPDE) ASD s Pilot Tier 2 LDV/LDT test program(ongoing) Test program to look at sampling methods and driving routes to help with developing deterioration rates for Tier 2 vehicles (funding provided by CRC and DOE (NREL)
3 PEMS Program Objectives: Improved Methods and Techniques How to use equipment in field, safety, SOPs, etc Sample design and recruitment Sampling population: RSD, random sampling, $, etc. Improved regulations for PEMS usage Multiple rulemakings to improve & achieve consistent results reduce lab-to-lab variability (e.g. PM filter measurements) 40 CFR linking lab to real-world operations Harmonizing regulations with other countries Improved Equipment Develop or take advantage of advancements to measure emissions & activity 3
4 4 Test Programs
5 Nonroad Pilot Program Field-test the integration and application of portable instruments SEMTECH DS Micro-proportional sampler Gravimetric filters To measure exhaust emissions gaseous: continuous CO 2, CO, HC, NO x, particulate (aggregate) from heavy diesel equipment Used in construction (33 pieces) During normal operation within context of rigorous sample design four-stage County / establishment / site / piece Within EPA Region 7 (IA, KS, MO)
6 Measurement Equipment in Mounting Box Exhaust Flow Device MPS Unit Master Flow Controller Filter PM Unit 6 Semtech-DS CQCM Location
7 Portable PM Filter System Three Heated 47 mm PM filter Holders Heated Cyclone Portable PM Filter System tested in lab against two engine cell s particulate system units and CVS system Both Steady-state and transient (nonroad) tests conducted. Results: No statistical difference between portable PM filter system and the two engine cell particulate system units. 7
8 Site Inventory: an example Site # Equipment Type Manufacturer Model MY HP lifetime usage Sampling Class 1 Crawler Tractor Komatsu Avance D65 EX UNK N 1 Crawler Tractor Caterpillar 963B LgLo 1 Crawler Tractor Caterpillar D8R ,034 LgHi 1 Crawler Tractor Caterpillar D6NXL ,062 LgHi 1 Crawler Tractor Komatsu D65EX UNK N 1 Excavator Komatsu PC300LC-7L UNK N 1 Grader Komatsu GD655-3C UNK N 1 Scraper Caterpillar 627G UNK N 1 Scraper Caterpillar 627G UNK N 1 Skid-steer loader Case 60XT UNK N 2 Compactor BOMAG BW145DM-3 UNK 75 UNK N 2 Crane/Lift Omniquip Skytrack UNK 110 UNK N 2 Crawler Loader Caterpillar 963C ,409 LgHi 2 Crawler Loader Takeuchi TL LgHi 2 Crawler Loader Takeuchi TL LgHi 2 Excavator Komatsu PC200LC-6LE UNK N 2 Excavator Komatsu PC138-USLC-2E LgHi 2 Excavator Komatsu PC40MR-2 UNK 39 UNK N 2 Generator AMIDA AL4060D4MH UNK UNK UNK N 2 Hydraulic Pump AIRMAN SCREW PBS1855 UNK UNK UNK N 2 Skid-steer loader Case 184SC LgLo
9 Gallery
10 Experience Construction operation is harsh environment; But we have successfully collected data Date Type Mfr Model CO 2 CO THC NO NO 2 NO x (kg/gal) (g/gal) (g/gal) (g/gal) (g/gal) (g/gal) 9/18/2007 Crawler Dozer Cat D4CXL /11/2007 Well Driller Cummins 4B /15/2007 Forklift Truck Cat TH /24/2007 Backhoe Case 570 LXT /27/2007 Crawler Dozer Deere 550H
11 Example: Emissions Measurement Type: Crawler Loader Mfr: Caterpillar Model: 953C Engine: 3126 MY: 2004 Rating: 120 hp (appr.) Hour-meter: 3,760 hrs Life-time activity: 1,250 hr/yr Sampling Class: LgHi
12 0 1,000 2,000 3,000 4,000 5,000 6,000 7,000 8,000 9,000 10,000 Time Series: Engine Parameters Exhaust Flow Temperature 600 ( C) Exhaust Mass Flow (SCFM) Engine Speed (RPM ) Elapsed Time (Sec)
13 MPS Sample Flow, sccm Proportional exhaust sampling: Example: (Dozer, Deere 550H) 2,000 1,800 1,600 1,400 1,200 1, y = x R 2 = Exhaust Flow (kg/hr)
14 g/kw-hr Brake-specific NO x Emissions: Excavators T2 NMHC+NOx 6.6 g/kw-hr same engine: 4.32 almost no idle over 50% idle T3 NMHC+NOx 4.0 g/kw-hr 4.36 about 50% idle Non Road PEMS Study 2003, 190 kw (255 hp) 2003, 190 kw (255 hp) 2006, 260 kw (350 hp) 30
15 Example: Portable Activity Measurement System (PAMS) Type: Skid-Steer Loader Mfr: Bobcat Model: T300 MY: 2003 Rating: 81 hp Hour-meter: 3,500 hrs Life-time activity: 875 hr/yr Sampling Class: SmHi
16 Skid-steer loader: Operation by Day of Week Measurement Period: Monday June 11, 2007 Monday, July 2, 2007 Total operation: 16.6 hours
17 Skid-steer loader: Operation by Hour of Day
18 Houston Port Study - Objectives 18 Characterize activity and emissions of HD drayage trucks in Houston Improve Houston inventory/transportation modeling Currently Drayage vehicles are part of MOVES as part of source types: short/long haul single/combo trucks Texas wanted to study the activity around the Ports to characterize the activity/emissions in and around the Ports EPA wants to use data to understand the real world activity/emissions from such trucks for future updates to MOVES Pilot project for users to expand MOVES by creating new source type
19 RSD Equipment 19 Conducted by University of Denver (two weeks in July 2009) Gaseous pollutants (CO2, CO, THC & NOx) Measured at entry gate of Barbour s Cut port Matched license plates to TX DOT database RSD readings: 4,032 Unique vehicles: 1,877
20 PEMS Vehicle Example MY 1994 Freightliner Portable Emissions - SEMTECH DS Gaseous pollutants (CO2, CO, THC, NO & NO2), with exhaust flow Teflon membrane filters 47 C Portable Activity Isaac data loggers GPS and RPM (older vehicles) GPS & engine parameters (J1708 & J1939) PM Filters Semtech_DS PM Proportional Sampler System Exhaust System 20
21 21
22 Port vs. Non-Port (Onroad) Activity & Emissions For All Vehicles CO (kg) Nox (kg) HC (kg) time (hrs) Idle % Distance Number (miles) of Vehs OTHER PORT Note: Most time spent on idle and low speeds where emissions are higher 22
23 PEMS NOx as a function of VSP (fuel specific) 2001 Freightliner 23 RSD NOx shown by *
24 Conclusions Areas can take advantage of MOVES flexibility using available local data and targeted field work RSD screening very useful for improving sampling in portable emissions/activity measurement studies Preliminary data shows that in-port emissions are important to quantify State, Local and Federal collaboration is key for comprehensive field studies 24
25 PEMS Next Steps: Experience is key in using PEMS equipment in real world Improve in-field Methods and Techniques Installation in field, safety, SOPs, etc Lower cost (time & $) to use equipment Reduce burden to Vehicle Owner Improve sample design and recruitment methods Equipment needs to be: More reliable (increase mean-time failure rate); Smaller in size, weight, & power consumption; 25 Repairable in field
26 Acknowledgements EPA Office of Transportation & Air Quality: Robert Caldwell, Ethan Schaer, Brian Ratkos, Craig Swan, Charles Schenk, Michael Christiansen, Prashanth Gururaja, David Choi, Dr. Robert Giannelli, Constance Hart, James Warila Eastern Research Group: Gopi Manne, Rick Baker, Diane Preusse, Scott Fincher Coordinating Research Council (E-70) Sensors: Christopher Darby, Louis Moret Houston-Galveston Area Council (HGAC): Shelly Whitworth, Patricia Franco Texas Commission of Environmental Quality (TCEQ): Donna Huff, Mary McGarry-Barber, Amy Muttoni, David Brymer Port of Houston Authority: Dana Blume, Ken Gathright EPA Region 6: Sandra Rennie, Carl Young
27 27 Questions?
28 Recruitment Procedure Ownership Interview 1) Screening - Verify identity of firm - Verify business activity 2) Eligibility - Verify employer status - Verify Equipment Use - verify role as prime contractor $ incentive to half of respondents Equipment Inventory List available equipment on site - Type - Manufacturer - MY - usage patterns Equipment Selection Stratify by - Size - lifetime usage 28 Instrumentation - PEMS: measure emissions over 8 hours AND/OR - PAMS: measure activity over one month - Collect fuel and oil samples
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