Method for onboard monitoring of emissions in a commercial vehicle
The method addresses inefficiencies in existing emission monitoring by using cascaded accumulators and work-based data accumulation to ensure real-time compliance and provide insightful statistical analysis of emissions in commercial vehicles.
Patent Information
- Application Number
- DE102024114884
- Authority / Receiving Office
- DE · DE
- Patent Type
- Applications
- Current Assignee / Owner
- Filing Date
- 2024-05-28
- Publication Date
- 2025-12-04
AI Technical Summary
Existing methods for onboard emission monitoring in commercial vehicles are inefficient and do not optimally utilize computing power, particularly in real-time compliance with legal emission standards like Euro 7, and lack effective statistical analysis of emission data.
A method utilizing cascaded accumulators to accumulate work-based emission data, calculating moving averages and percentiles, and optimizing data processing in an electronic control unit to ensure compliance with legal requirements and provide real-time emission insights.
Enables efficient, real-time emission monitoring and compliance with legal standards by optimizing computing power usage and providing valuable statistical insights into emission performance.
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Abstract
Description
[0001] The invention relates to a method for onboard monitoring of emissions in a commercial vehicle according to the preamble of claim 1.
[0002] Continuous monitoring of emissions, especially NOₓ x Monitoring NH3 and particulate matter during every journey of a commercial vehicle is a necessary requirement for compliance with environmental regulations. This process, also known as onboard monitoring, involves the real-time measurement and evaluation of emissions during every journey between engine start and shutdown.
[0003] To comply with legal requirements, the moving average window procedure is prescribed, which involves calculating emissions based on defined work references.
[0004] EP 3 803 076 B1 describes a method for determining a reference value for the presence of at least one substance in an exhaust stream of an internal combustion engine, wherein the at least one substance is subjected to exhaust gas treatment, the exhaust gas treatment being carried out according to the reference value, wherein: when the combustion engine is started and the starting of the combustion engine fulfills a first criterion: Accumulation of the occurrence of the at least one substance downstream of the exhaust gas treatment is carried out in a first period, wherein the criterion includes a criterion by which it is determined whether the start of the internal combustion engine is to be classified as a cold start or not, and wherein it is determined whether the reference value is to be recalculated on the basis of the accumulated occurrence of the at least one substance, and the reference value is recalculated if the accumulated occurrence of the at least one substance exceeds a first limit value.
[0005] The invention is based on the objective of providing a novel method for onboard monitoring of emissions in a commercial vehicle.
[0006] The problem is solved according to the invention by a method for onboard monitoring of emissions in a commercial vehicle with the features of claim 1.
[0007] A method for onboard monitoring of emissions in a commercial vehicle is proposed, wherein the method is implemented in an electronic control unit of the commercial vehicle, and wherein a moving average of an emission species is calculated. According to the invention, a plurality N of accumulators is used to accumulate emission values from an input vector recorded during the journey of the commercial vehicle, wherein a first accumulator accumulates the emission values of the input vector from the beginning of a journey until the work performed by the commercial vehicle since the beginning of this accumulation corresponds to a predetermined reference work, wherein after each Nth of the reference work, a further accumulator accumulates the emission values of the input vector until the work performed by the commercial vehicle since the beginning of this accumulation corresponds to the predetermined reference work.wherein the emission values accumulated by the accumulators are categorized into a vector which has a number of elements with emission value ranges with associated emission value frequencies, wherein a sorting process is applied to the vector to determine the hundredth and ninetieth percentiles for each trip.
[0008] The solution according to the invention enables the mapping of ISC (In Service Compliance) and emission calculation in a control unit with possible compliance with new emission control law requirements.
[0009] Exemplary embodiments of the invention are explained in more detail below with reference to drawings.
[0010] This shows: Fig. 1: A schematic view of a procedure for onboard monitoring of emissions in a commercial vehicle, Fig. 2: a schematic view of a cascaded approach compared to the time-based approach, and Fig. 3: A schematic view of a procedure for determining percentiles.
[0011] Corresponding parts are marked with the same reference symbols in all figures.
[0012] According to the present invention, a method for onboard monitoring of emissions in a commercial vehicle is proposed. The method can be implemented in an electronic control unit of the commercial vehicle.
[0013] In this process, cascaded accumulators ΣNOX are used to accumulate work W done by the commercial vehicle from the start of the journey until the work W done matches a predetermined reference work W_ref.
[0014] The cascaded accumulators ΣNOX are used together with a dynamic window start based on accumulated work W instead of fixed time intervals.
[0015] The procedure involves querying emission values to determine percentiles P100 and P90 after a window has ended.
[0016] The percentiles P100 and P90 are categorized and a sorting process is applied to them.
[0017] The procedure ensures compliance with legal requirements and provides valuable insight into the emission performance of a commercial vehicle.
[0018] According to the present invention, a real-time calculation of the moving average of an emission species is performed with subsequent statistical determination of the percentile P100, P90 from the created data series in the control unit.
[0019] Cascaded summation blocks are provided for calculating and displaying the moving average.
[0020] Furthermore, the frequency and the magnitude of the value are represented by creating a histogram vector, followed by determining the percentile sizes.
[0021] Fig. Figure 1 is a schematic view of a procedure for onboard monitoring of emissions in a commercial vehicle.
[0022] According to the present invention, which can be implemented as software in a control unit of a commercial vehicle, at least one input vector NOXtp, NH3tp of emission values is used, for example for nitrogen oxide emissions obtained from sensors arranged behind an exhaust, for example NOx sensors.
[0023] An onboard monitoring unit (OBM) contains a calculation module 1 for calculating a moving average NOX_MAW, NH3_MAW from the input vector NOXtp, NH3tp. Calculation module 1 also receives an exhaust mass flow rate (MFR) and the current power output Pwr of the commercial vehicle's engine. Furthermore, the onboard monitoring unit (OBM) contains a calculation module 2 for calculating percentiles P100, P90 from the moving average NOX_MAW, NH3_MAW and a counter value WdwCtr for a number of windows. The values from the individual windows are sorted (from smallest to largest) using a multi-digit vector containing the moving average NOX_MAW, NH3_MAW from calculation module 1. The respective percentiles can then be determined.Furthermore, in calculation module 2, a cumulative emission value (in mg / kWh) is determined, for example, using two summation blocks for the respective emission species and the work performed. Additionally, a calculation module 3 is located in the onboard monitoring unit (OBM). After the ignition (Z) is switched off, this module stores the emission result (mg / kWh) for each trip in non-volatile memory (e.g., EEPROM). A vector is used for this purpose, which can, for example, have ten positions to store the last ten trip results. When the last position is filled, the next trip result is written to the first position, and so on. Furthermore, a module 4 is located in the onboard monitoring unit (OBM), which can record any potential emission exceedances and forward them to other software instances.
[0024] Fig. Figure 1 provides a clear overview of the onboard monitoring unit (OBM). The subsequent module, "Percentile / Cumulative," determines the 100th and 90th percentiles. This is achieved by sorting the values from the individual windows (MAW Calculation) using a 50-digit vector (smallest to largest). The respective percentiles can then be calculated accordingly. Furthermore, the module determines the cumulative emission value in mg / kWh using two summation blocks for the respective species and the energy generated.
[0025] Due to limitations in computing power, the present invention deviates from the standardized, time-based approach. Instead, a new approach with a number N of, for example, 20 cascaded accumulators ΣNOX is proposed.
[0026] Fig. Figure 2 is a schematic view of the cascaded approach compared to the time-based approach.
[0027] In the previous time-based approach, an accumulator ΣNOX begins accumulating at the start of the journey, for example, when the ignition Z is switched on, until the work done W equals the reference work W_ref, which is typically derived from the WHTC (World Harmonised Transient Cycle) emissions test cycle for commercial vehicles. Once the reference work W_ref is reached, a new accumulation cycle begins.
[0028] In the inventive approach, a first accumulator ΣNOX begins accumulating data at the start of the journey, for example, when the ignition Z is switched on, until the work performed W corresponds to the reference work W_ref, which is typically derived from the WHTC (World Harmonised Transient Cycle) exhaust gas test cycle for commercial vehicles. When using N number of accumulators ΣNOX, a new window can be started by another accumulator ΣNOX after every Nth of the reference work W_ref. In the example shown, when using N number of 20 accumulators ΣNOX, a new window can be started by another accumulator ΣNOX after every twentieth of the reference work W_ref. This approach ensures that the commercial vehicle's control unit is not flooded with data and operates smoothly. Once a window is complete, it provides a value MAW_value in mg / kWh or g / kWh.
[0029] In the lower area of the Fig. Figure 2 shows a diagram of cumulative NOX MAW emission values over time t. Curve K1 shows the values for the method according to the invention, and curve K2 shows the values for the prior art time-based method.
[0030] These values are then used to determine percentiles P90 and P100.
[0031] Fig.Figure 3 is a schematic view of the method for determining the P90 and P100 percentiles. The cumulative NOx MAW emission values are categorized into a vector V containing multiple elements. Emission value ranges (EWB) with their corresponding emission value frequencies (EWH) are stored in vector V. A sorting process is applied to vector V to determine the hundredth and ninetieth percentiles (P100) for each trip. The data obtained by the inventive method can be displayed and output in ISC diagrams for in-service compliance (ISC). For example, a cumulative distribution function (CDF) can be displayed. The value from the window method (MAW) can be shown as normally distributed, with the percentiles determined after the test run. Furthermore, the percentile readings, calculated "online" by software, can be displayed in a diagram.This is a significant difference from the conventional methodology (post-test - post-processing). While the software must have a percentile value available at every point in time and does not know when the journey ends, in conventional practice the entire population of the measurement is known.
[0032] The approach according to the invention offers an efficient means of monitoring emissions with optimized use of computing power, ensures compliance with legal requirements and provides valuable insight into the emission performance of a commercial vehicle.
[0033] The inventive approach can also be used in particular with upcoming legal regulations such as Euro 7 for measurements in operation. Reference symbol list 1 Calculation module 2 Calculation module 3 Calculation module 4 Module 100 th perc avg 100th percentile (mean) 90 thperc avg 90th percentile (mean) Cumulative emission value Cumulative average (average of cumulative accumulation) EWB emission range EWH Emission Value Frequency K1, K2 curve MAW_value value MFR exhaust gas mass flow N number, variety NOXtp, NH3tp input vectors NOX MAW, NH3_MAW cumulative emission values Power P100 percentile P90 percentile OBM Onboard Monitoring Unit t time W work WdwCtr counter for window count (valid) W_ref Reference work Z ignition ΣNOX accumulator QUOTES INCLUDED IN THE DESCRIPTION
[0000] This list of documents cited by the applicant was automatically generated and is included solely for the reader's convenience. The list is not part of the German patent or utility model application. The DPMA accepts no liability for any errors or omissions. Cited patent literature
[0000] EP 3 803 076 B1
[0004]
Claims
[1] Method for onboard monitoring of emissions in a commercial vehicle, wherein the method is implemented in an electronic control unit of the commercial vehicle, wherein a calculation of a moving average of an emission species is performed, characterized bythat a plurality N of accumulators (ΣNOX) are used to accumulate emission values recorded during the journey of the commercial vehicle from an input vector (NOXtp, NH3tp), wherein a first accumulator (ΣNOX) accumulates the emission values of the input vector (NOXtp, NH3tp) from the beginning of a journey until the work (W) performed by the commercial vehicle since the beginning of this accumulation corresponds to a predetermined reference work (W_ref), wherein after each Nth of the reference work (W_ref) another accumulator (ΣNOX) accumulates the emission values of the input vector (NOXtp, NH3tp) until the work (W) performed by the commercial vehicle since the beginning of this accumulation corresponds to the predetermined reference work (W_ref), wherein the emission values (NOX MAW) accumulated by the accumulators (ΣNOX) are categorized into a vector (V). become,which has a number of elements with emission value ranges (EWB) with associated emission value frequencies (EWH), wherein a sorting process is applied to the vector (V) to determine the hundredth and ninetieth percentiles (P90, P100) for each trip.
Citation Information
Patent Citations
Method and system determining a reference value in regard of exhaust emissions
EP3803076B1
Cited By
MOTOR VEHICLE WITH A SYSTEM FOR DETERMINING INTENSIVE EMISSIONS
DE102025131811A1