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Accelerated ash loading studies provide a cost-effective means of investigating the long-term impacts of ash accumulation in diesel particulate filters (DPFs). Despite a variety of methods adopted in previous studies for accelerated ash loading, evaluation of their impact on DPF behavior has been limited primarily to pressure drop response (with & without soot), and characterization of properties of the resulting ash deposits for comparison with samples from field testing. In the current study, the potential to use ash recovered from field DPFs to perform accelerated ash loading studies is explored. Additionally, anhydrous gypsum as a surrogate for diesel ash was investigated. Benefits of using gypsum include low cost and easy access, safety during handling and testing, and consistency from test to test. Narrow control of particle sizing and composition can help compare performance over a wide range of filter sizes and applications.

Efficient aftertreatment management requires accurate sensing of both particulate filter soot and ash levels for optimized feedback control. Currently a combination of pressure drop measurements and predictive models are used to indirectly estimate the loading state of the filter. Accurate determination of filter soot loading levels is challenging under certain operating conditions, particularly following partial regeneration events and at low flow rate (idle) conditions. This work applied radio frequency (RF)-based sensors to provide a direct measure of the particulate filter soot levels in situ. Direct measurements of the filter loading state enable advanced feedback controls to optimize the combined engine and aftertreatment system for improved DPF management. This study instrumented several cordierite and aluminum titanate diesel particulate filters with RF sensors. The systems were tested on a range of light- and heavy-duty applications, which included on- and off-road engines.

Ash accumulation in heavy duty and light duty diesel filters has become a growing concern due to its negative impact on filter performance over time. Performance issues include increased backpressure and increased fuel penalty. An additional concern is frequency of filter ash cleaning which contributes to overall maintenance and operational costs. A new ash storage concept filter is discussed in this paper. This concept proposes an exchange between inlet and outlet cells, redistributing surface area and volume resulting in more ash storage and improved pressure drop over traditional filters. Overall filter performance (pressure drop, regeneration, ash/ceramic interactions) was evaluated in the laboratory and results are reported in this paper. This paper will discuss in detail the ash storage concept and its benefits in filter performance.

In this paper we discuss a continuum modeling approach to obtain a 2-dimensional description of the behavior of a wall flow diesel particulate filter (DPF) during heat -up. The model is used to solve for the spatial and temporal gradients of temperature observed in a DPF during the heat-up process. Laboratory scale experiments were conducted with filters of nominal length 6″ and diameters 2″ and 5.66″ to study the effect of operating conditions such as filter inlet temperatures and flow rate on different DPF materials. The validation studies show that the simulation results agree well with the experimental data. The validated model is used to make predictions of heat-up behavior and relate material properties and filter geometry to observed trends. The results of the model as applied to various DPF geometries and operating conditions are presented and the behavior of filters of varying thermal conductivity is also elucidated.

Characterization of diesel particulate filters requires test methods that permit rapid and accurate assessment of important performance requirements. The operation of the filter is comprised of two primary functions, particle filtering and filter soot regeneration. One challenge facing implementation of diesel filter technology lies with the difficult process of regenerating the filter after accumulating a full complement of soot. This paper will primarily focus on laboratory bench testing methods developed to study the regeneration characteristics of filters under a variety of test conditions. To rapidly assess the performance of many filters it was important to develop laboratory techniques that approximate engine exposure conditions. A simulated soot loading process and a well-controlled regeneration test method were developed.