Injector Waveform Monitoring of a Diesel Engine in Real-Time on a Hardware in the Loop Bench
Indiana University-Purdue University Indianapolis (IUPUI) === This thesis presents the development, experimentation and validation of a reliable and robust system to monitor the injector pulse generated by an Engine Control Module (ECM) and send the corresponding fueling quantity to the real-time co...
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ndltd-IUPUI-oai-scholarworks.iupui.edu-1805-29222020-06-18T03:17:19Z Injector Waveform Monitoring of a Diesel Engine in Real-Time on a Hardware in the Loop Bench Farooqi, Quazi Mohammed Rushaed Anwar, Sohel Wasfy, Tamer Lee, Jaehwan (John) HIL FPGA Real-Time Injector Waveform Diesel Engine Real-time control Mechatronics Field programmable gate arrays Random access memory Diesel motor Analysis of variance Computer simulation Electric circuits -- Alternating current Computer input-output equipment Indiana University-Purdue University Indianapolis (IUPUI) This thesis presents the development, experimentation and validation of a reliable and robust system to monitor the injector pulse generated by an Engine Control Module (ECM) and send the corresponding fueling quantity to the real-time computer in a closed loop Hardware In the Loop (HIL) bench. The system can be easily calibrated for different engine platforms as well. The fueling quantity that is being injected by the injectors is a crucial variable to run closed loop HIL simulation to carry out the performance testing of engine, aftertreatment and other components of the vehicle. This research utilized Field Programmable Gate Arrays (FPGA) and Direct Memory Access (DMA) transfer capability offered by National Instruments (NI) Compact Reconfigurable Input-Output (cRIO) to achieve high speed data acquisition and delivery. The research was conducted in three stages. The first stage was to develop the HIL bench for the research. The second stage was to determine the performance of the system with different threshold methods and different sampling speeds necessary to satisfy the required accuracy of the fueling quantity being monitored. The third stage was to study the error and its variability involved in the injected fueling quantity from pulse to pulse, from injector to injector, between real injector stators and cheaper inductor load cells emulating the injectors, over different operating conditions with full factorial design of experimentation and mixed model Analysis Of Variance (ANOVA). Different thresholds were experimented to find out the best thresholds, the Start of Injection (SOI) threshold and the End of Injection (EOI) threshold that captured the injector “ontime” with best reliability and accuracy. Experimentation has been carried out at various data acquisition rates to find out the optimum speed of data sampling rate, trading off the accuracy of fueling quantity. The experimentation found out the expected error with a system with cheaper solution as well, so that, if a test application is not sensitive to error in fueling quantity, a cheaper solution with lower sampling rate and inductors as load cells can be used. The statistical analysis was carried out at highest available sampling rate on both injectors and inductors with the best threshold method found in previous studies. The result clearly shows the factors that affect the error and the variability in the standard deviations in error; it also shows the relation with the fixed and random factors. The real-time application developed for the HIL bench is capable of monitoring the injector waveform, using any fueling ontime table corresponding to the platform being tested, and delivering the fueling quantity in real-time. The test bench made for this research is also capable of studying injectors of different types with the automated test sequence, without occupying the resource of fully capable closed loop test benches for testing the ECM unctionality. 2012-08-27T18:28:22Z 2012-08-27T18:28:22Z 2011-12 http://hdl.handle.net/1805/2922 en |
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language |
en |
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topic |
HIL FPGA Real-Time Injector Waveform Diesel Engine Real-time control Mechatronics Field programmable gate arrays Random access memory Diesel motor Analysis of variance Computer simulation Electric circuits -- Alternating current Computer input-output equipment |
spellingShingle |
HIL FPGA Real-Time Injector Waveform Diesel Engine Real-time control Mechatronics Field programmable gate arrays Random access memory Diesel motor Analysis of variance Computer simulation Electric circuits -- Alternating current Computer input-output equipment Farooqi, Quazi Mohammed Rushaed Injector Waveform Monitoring of a Diesel Engine in Real-Time on a Hardware in the Loop Bench |
description |
Indiana University-Purdue University Indianapolis (IUPUI) === This thesis presents the development, experimentation and validation of a reliable and robust system to monitor the injector pulse generated by an Engine Control Module (ECM) and send the corresponding fueling quantity to the real-time computer in a closed loop Hardware In the Loop (HIL) bench. The system can be easily calibrated for different engine platforms as well. The fueling quantity that is being injected by the injectors is a crucial variable to run closed loop HIL simulation to carry out the performance testing of
engine, aftertreatment and other components of the vehicle. This research utilized Field Programmable Gate Arrays (FPGA) and Direct Memory Access (DMA) transfer capability offered by National Instruments (NI) Compact Reconfigurable Input-Output (cRIO) to achieve high speed data acquisition and delivery. The research was conducted in three stages. The first stage was to develop the HIL bench for the research. The second stage was to determine the performance of the system with different threshold methods
and different sampling speeds necessary to satisfy the required accuracy of the fueling quantity being monitored. The third stage was to study the error and its variability involved in the injected fueling quantity from pulse to pulse, from injector to injector, between real injector stators and cheaper inductor load cells emulating the injectors, over
different operating conditions with full factorial design of experimentation and mixed model Analysis Of Variance (ANOVA). Different thresholds were experimented to find out the best thresholds, the Start of Injection (SOI) threshold and the End of Injection (EOI) threshold that captured the injector “ontime” with best reliability and accuracy. Experimentation has been carried out at various data acquisition rates to find out the optimum speed of data sampling rate, trading off the accuracy of fueling quantity. The
experimentation found out the expected error with a system with cheaper solution as well, so that, if a test application is not sensitive to error in fueling quantity, a cheaper solution
with lower sampling rate and inductors as load cells can be used. The statistical analysis was carried out at highest available sampling rate on both injectors and inductors with the best threshold method found in previous studies. The result clearly shows the factors that affect the error and the variability in the standard deviations in error; it also shows the relation with the fixed and random factors. The real-time application developed for the
HIL bench is capable of monitoring the injector waveform, using any fueling ontime table corresponding to the platform being tested, and delivering the fueling quantity in real-time. The test bench made for this research is also capable of studying injectors of
different types with the automated test sequence, without occupying the resource of fully capable closed loop test benches for testing the ECM unctionality. |
author2 |
Anwar, Sohel |
author_facet |
Anwar, Sohel Farooqi, Quazi Mohammed Rushaed |
author |
Farooqi, Quazi Mohammed Rushaed |
author_sort |
Farooqi, Quazi Mohammed Rushaed |
title |
Injector Waveform Monitoring of a Diesel Engine in Real-Time on a Hardware in the Loop Bench |
title_short |
Injector Waveform Monitoring of a Diesel Engine in Real-Time on a Hardware in the Loop Bench |
title_full |
Injector Waveform Monitoring of a Diesel Engine in Real-Time on a Hardware in the Loop Bench |
title_fullStr |
Injector Waveform Monitoring of a Diesel Engine in Real-Time on a Hardware in the Loop Bench |
title_full_unstemmed |
Injector Waveform Monitoring of a Diesel Engine in Real-Time on a Hardware in the Loop Bench |
title_sort |
injector waveform monitoring of a diesel engine in real-time on a hardware in the loop bench |
publishDate |
2012 |
url |
http://hdl.handle.net/1805/2922 |
work_keys_str_mv |
AT farooqiquazimohammedrushaed injectorwaveformmonitoringofadieselengineinrealtimeonahardwareintheloopbench |
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1719320875866521600 |