Development of a Novel Sensor for Soot Deposition Measurement in a Diesel Particulate Filter Using Electrical Capacitance Tomography

Development of a Novel Sensor for Soot Deposition Measurement in a Diesel Particulate Filter Using Electrical Capacitance Tomography PDF Author: Ragibul Huq
Publisher:
ISBN:
Category : Diesel motor
Languages : en
Pages : 120

Book Description
This paper presents a novel approach of particulate material (soot) measurement in a Diesel particulate filter using Electrical Capacitance Tomography. Modern Diesel Engines are equipped with Diesel Particulate Filters (DPF), as well as on-board technologies to evaluate the status of DPF because complete knowledge of DPF soot loading is very critical for robust efficient operation of the engine exhaust after treatment system. Emission regulations imposed upon all internal combustion engines including Diesel engines on gaseous as well as particulates (soot) emissions by Environment Regulatory Agencies. In course of time, soot will be deposited inside the DPFs which tend to clog the filter and hence generate a back pressure in the exhaust system, negatively impacting the fuel efficiency. To remove the soot build-up, regeneration of the DPF must be done as an engine exhaust after treatment process at pre-determined time intervals. Passive regeneration use exhaust heat and catalyst to burn the deposited soot but active regeneration use external energy in such as injection of diesel into an upstream DOC to burn the soot. Since the regeneration process consume fuel, a robust and efficient operation based on accurate knowledge of the particulate matter deposit (or soot load)becomes essential in order to keep the fuel consumption at a minimum. In this paper, we propose a sensing method for a DPF that can accurately measure in-situ soot load using Electrical Capacitance Tomography (ECT). Simulation results show that the proposed method offers an effective way to accurately estimate the soot load in DPF. The proposed method is expected to have a profound impact in improving overall PM filtering efficiency (and thereby fuel efficiency), and durability of a Diesel Particulate Filter (DPF) through appropriate closed loop regeneration operation.

Soot Mass Estimation from Electrical Capacitance Tomography Imaging for a Diesel Particulate Filter

Soot Mass Estimation from Electrical Capacitance Tomography Imaging for a Diesel Particulate Filter PDF Author: Salah E. Hassan
Publisher:
ISBN:
Category :
Languages : en
Pages : 96

Book Description
The Electrical capacitance tomography (ECT) method has recently been adapted to obtain tomographic images of the cross section of a diesel particulate filter (DPF). However, a soot mass estimation algorithm is still needed to translate the ECT image pixel data to obtain soot load in the DPF. In this research, we propose an estimation method to quantify the soot load in a DPF through an inverse algorithm that uses the ECT images commonly generated by a back-projection algorithm. The grayscale pixel data generated from ECT is used in a matrix equation to estimate the permittivity distribution of the cross section of the DPF. Since these permittivity data has direct correlation with the soot mass present inside the DPF, a permittivity to soot mass distribution relationship is established first. A numerical estimation algorithm is then developed to compute the soot mass accounting for the mass distribution across the cross-section of the DPF as well as the dimension of the DPF along the exhaust flow direction. Firstly, ANSYS Electronic Desktop software is used to compute the capacitance matrix for different amounts of soot filled in the DPF, furthermore it also analyzed different soot distribution types applied to the DPF. The Analysis helped in constructing the sensitivity matrix which was used in the numerical estimation algorithm. Experimental data have been further used to verify the proposed soot estimation algorithm which compares the estimated values with the actual measured soot mass to validate the performance of the proposed algorithm.

Development, Characterization, and Modeling of an Electronic Particulate Matter Sensor for Internal Combustion Engines

Development, Characterization, and Modeling of an Electronic Particulate Matter Sensor for Internal Combustion Engines PDF Author: Timothy Thomas Diller
Publisher:
ISBN:
Category :
Languages : en
Pages : 266

Book Description
U.S. Federal regulations requiring on-board diagnostics of diesel particulate filters have created a demand for compact, inexpensive, fast, and accurate sensors for measuring the particulate matter (PM) content of diesel exhaust. An electronic sensor capable of measuring the carbonaceous fraction (soot) of PM has been developed at The University of Texas at Austin. The behavior and performance of this sensor was characterized in both an older style non-emission controlled diesel engine and a modern heavy-duty diesel certified in 2008 to meet current federal emissions standards. The ability of the sensor to detect particulates at the regulated level of 15 mg/bhp-hr downstream of a leaking particulate filter was demonstrated. Under optimal conditions, the sensor was shown to have a resolution of 0.003 mg/bhp-hr, or 0.005 mg/m3. The sensor operated by measuring the flux of charged particles, ions, and electrons to an electrode immersed in an exhaust gas flow. Two distinct modes of operation were demonstrated. In the first, the sensor detected particles carrying residual charge from the combustion process. In this mode, the sensor was shown to be relatively insensitive to particle morphology and to be sensitive to exhaust gas velocity. In the second, charge carriers (particles, electrons, and ions) were created in the strong electric field produced by a second electrode at high voltage. In this mode, the sensor was found to be relatively insensitive to exhaust gas velocity, but quite sensitive to the orientation of the sensor in the exhaust flow. The size and number density of the particles was found to have a strong influence on the sensor sensitivity: as number density increased with increasing load or decreasing EGR rate, so did sensor sensitivity. Thus, as changes in engine operating condition affect particle morphology, the behavior of the sensor changes. A numerical model of the discharge mechanism in the form of an atmospheric pressure glow discharge was implemented to model the charge creation and transport. The model accurately predicted the nanoamp-level electrode currents produced in a real sensor to within a half order of magnitude with no empirical fits. The model tended to over-predict the sensitivity of sensor output to applied voltage but matched the observed sensitivity within an order of magnitude. Due to the lack of modeling flow field effects it predicted a 250% increase in sensitivity for a gap width reduced by 50% where a comparison of real sensors showed a decrease in sensitivity of 25% with a 50% reduction in gap width.

Studies of Wall Flow and Soot Deposition in Diesel Particulate Filters

Studies of Wall Flow and Soot Deposition in Diesel Particulate Filters PDF Author: S. Ganapathi Subbu
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description


Development and Testing of a Diesel Particulate Filter with an Electrical Regeneration Starting Module

Development and Testing of a Diesel Particulate Filter with an Electrical Regeneration Starting Module PDF Author: Uwe Wagner
Publisher:
ISBN:
Category :
Languages : en
Pages : 12

Book Description


A Study of Soot Cake Formation in a Diesel Particulate Filter

A Study of Soot Cake Formation in a Diesel Particulate Filter PDF Author: Paul Charbonneau
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

Book Description
A methodology was developed to dissect diesel particulate filters to study the time effect of loading for two different fuels: ULSD and a biodiesel blend. Filters loaded with soot from a diesel engine for exposure times of 1, 2, 5 and 10 hours were fractured and samples of filter substrates were analyzed using Raman spectroscopy and scanning electron microscopy. Observations revealed the sharp rise in pressure drop to be attributable to the clogging of the pores in the channel wall, leading to the formation of a pore-bridge. Cross sectional imaging of wall sections revealed this pore-bridge to be shallow, with significant particulate depositions limited to the first quarter of the depth of the filter walls. Images revealed increasingly dense deposits and the formation of coarse particles and soot cakes. Raman spectroscopy revealed no significant graphitization of the soot cake. The dissection methodology exhibits significant potential for future studies on DPFs.

The Development and Application of Techniques for the Measurement and Analysis of Diesel Particulate Emissions

The Development and Application of Techniques for the Measurement and Analysis of Diesel Particulate Emissions PDF Author: Carl T. Vuk
Publisher:
ISBN:
Category :
Languages : en
Pages : 314

Book Description


Progression of Soot Cake Layer Properties During the Systematic Regeneration of Diesel Particulate Filters Measured with Neutron Tomography

Progression of Soot Cake Layer Properties During the Systematic Regeneration of Diesel Particulate Filters Measured with Neutron Tomography PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description
Although particulate filters (PFs) have been a key component of the emission control system for modern diesel engines, there remain significant questions about the basic regeneration behavior of the filters and how it changes with accumulation of increasing soot layers. This effort describes a systematic deposition and regeneration of particulate matter in 25-mm diameter × 76-mm long wall-flow PFs composed of silicon carbide (SiC) material. The initial soot distributions were analyzed for soot cake thickness using a nondestructive neutron imaging technique. With the PFs intact, it was then possible to sequentially regenerate the samples and reanalyze them, which was performed after nominal 20, 50, and 70 % regenerations. The loaded samples show a relatively uniform distribution of particulate with an increasing soot cake thickness and nearly identical initial density of 70 mg/cm3. Throughout regeneration, the soot cake thickness initially decreases significantly while the density increases to 80-90 mg/cm3. After ~50 % regeneration, the soot cake thickness stays relatively constant, but instead, the density decreases as pores open up in the layer (~35 mg/cm3 at 70 % regeneration). Complete regeneration initially occurs at the rear of the PF channels. With this information, a conceptual model of the regeneration is proposed.

Soot Particle Size and Number Density Measurements in a Direct Injection Diesel Engine Using Light Scattering, Radiation, and Extinction

Soot Particle Size and Number Density Measurements in a Direct Injection Diesel Engine Using Light Scattering, Radiation, and Extinction PDF Author: Dale Reif Tree
Publisher:
ISBN:
Category :
Languages : en
Pages : 452

Book Description


Development of a System Level Soot-NOx Reducing Filter Aftertreatment Device Model

Development of a System Level Soot-NOx Reducing Filter Aftertreatment Device Model PDF Author: Andrea Strzelec
Publisher:
ISBN:
Category :
Languages : en
Pages : 238

Book Description