Browse Topic: Electronic throttle control

Items (43)
Neural Network Based Throttle Actuator Model for Controller2019-26-02471/9/2019
HiL is a closed loop validation setup widely used in the validation of real-time control systems. In the existing HiL setup, the ECUs to be tested are real while the remaining vehicle is modelled as plant model using Simulink. But some actuators like throttle valve, waste-gate valve, injectors, etc. are not modelled as plant model. Since these actuators exhibit hard nonlinearity, it is difficult to design accurate models of these actuators. So these actuators are connected to the HiL as real hardware components. But the major drawbacks of using real hardware components are: they need more space and they are costly. Hence, in this work, a real-time throttle actuator model for the controller is proposed. A throttle actuator contains a DC motor and a spring loaded flap. To create an accurate ODE based model of the throttle actuator, parameter identification of each component of the throttle actuator needs to be done separately by dismantling the actuator. This approach needs more effort and time. Hence, a robust non-linear learning based model is proposed. The learning based model uses neural network which is trained using input and output data across throttle actuator. To train the model, a new parameter estimation algorithm is also proposed. The proposed parameter estimation process is based on meta-heuristic simulated annealing search algorithm. The proposed model is trained by taking input and output data across the throttle actuator from HiL. The trained model is then validated using WLTP dataset and is found to be working satisfactorily. Hence, the model is planned to be tested real-time on HiL in the next step. In this work, the parameter estimation process is presented.
Khasnabish, NeilaySuggu, DhanunjayaKoppad, Ashwini
Development and Optimisation of an Adaptive Safety Monitor2018-01-08674/3/2018
Fuel economy and emission challenges are pushing automotive OEMs to develop alternative hybrid-electric, and full-electric powertrains. This increases variation in potential powertrain architectures, exacerbating the already complex control software used to coordinate various propulsion devices within the vehicle. Safety of this control software must be ensured through high-integrity software monitoring functions that detect faults and ensure safe mitigating action is taken. With the complexity of the control software, this monitoring functionality has itself become complex, requiring extensive modification for each new powertrain architecture. Significant effort is required to develop, calibrate, and verify to ensure safety (as defined by ISO 26262). But this must also be robust against false fault-detection, thereby maximising vehicle availability to the customer. It is therefore desirable to investigate whether novel approaches for software safety monitoring can address the complexity and calibration burden whilst robustly achieving safety with minimal effect on availability. A novel adaptive safety monitor is proposed as an innovative software fault-detection concept, aiming to enable transferability between powertrains without modification and minimal recalibration effort. This paper will outline challenges faced by current fault-detection methods, and how an adaptive safety monitor concept can overcome them. Development of concept is then discussed, with the introduction of a two-stage algorithm, and a performance analysis is conducted through model simulation, demonstrating improved robustness against false faults. A parameter calibration and optimisation process is demonstrated through design-of-experiments (DoE), concluding with further work and an outlook into future commercial applications, both in the automotive industry and beyond.
Botes, FrederikMcGeoch, DavidDarnell, PaulHillis, AndrewAkehurst, Sam
Robust Model-Based Discrete Sliding Mode Control of an Automotive Electronic Throttle Body2017-01-05983/28/2017
Electronic throttle control is an integral part of an engine electronic control unit (ECU) that directly affects vehicle fuel economy, drivability, and engine-out emissions by managing engine torque and air-fuel ratio through adjusting intake charge flow to the engine. The highly nonlinear dynamics of the throttle body call for nonlinear control techniques that can be implemented in real-time and are also robust to controller implementation imprecision. Discrete sliding mode control (DSMC) is a computationally efficient controller design technique which can handle systems with high degree of nonlinearity. In this paper, a generic robust discrete sliding mode controller design is proposed and experimentally verified for the throttle position tracking problem. In addition, a novel method is used to predict and incorporate the sampling and quantization imprecisions into the DSMC structure. First, a nonlinear physical model for an electromechanical throttle body is derived. Parameters of the model are determined using techniques of model/parameter identification. Next, a DSMC is formulated for controlling the throttle position. The performance of the DSMC is examined under different sampling and quantization levels via the analog-to-digital converter (ADC). The experimental results show that the controller tracking performance is significantly affected by the ADC imprecisions. To this end, ADC effects are modeled and the DSMC control law is reformulated to consider and overcome the uncertainty due to ADC imprecisions. Real-time experimental validation results show that the proposed robust DSMC improves the throttle position tracking performance, under ADC imprecisions, by up to 70% compared to a conventional controller.
Amini, Mohammad RezaRazmara, MeysamShahbakhti, Mahdi
Control Strategy Development of Natural Gas/Diesel Dual Fuel Engine for Heavy Duty Vehicle2016-01-06284/5/2016
An applicable and comprehensive control strategy of a natural gas/diesel dual fuel engine is presented in this paper. The dual fuel engine is converted from a conventional mechanical pump, turbo charged, heavy duty diesel engine. In the dual fuel mode, the pedal position is explained as demanded total fuel quantity, the quantity of pilot diesel and natural gas are calculated in order to provide the equal energy with the original diesel engine at the same operation condition, the proportion of the natural gas is primarily determined by the load rate and the speed of the engine. When the engine is working under light or moderate load, the intake air is throttled in order to improve the brake mean effective pressure and reduce the hydrocarbon emissions of the dual fuel engine, according to target excess air ratio and the quantities of the two fuels, the desired air mass per cycle can be obtained. After that a mean value model based feedforward control is adopted to calculate the electronic throttle position, with a universal exhaust gas oxygen sensor, a proportional-integral controller is designed, therefore feedback control is introduced to the air/fuel ratio control system to enhance its accuracy and robustness. Verification test results show that: the engine which employs the control strategy in this paper can work stably and reliably with less calibration data; the air/fuel ratio is regulated accurately and quickly; dual fuel engine has better fuel economy even though its brake thermal efficiency is lower due to the comparatively low price of natural gas; intake throttling has significant effect on improving the economy and hydrocarbon emission of the dual fuel engine under light and moderate load.
Wang, LongChen, ZhanmingYang, BoZeng, KeZhang, KongmingJin, Zebing
Modeling Methodology for ECU Behavioral Verification in a Real Operation2015-01-01724/14/2015
Presented in this research is methodology for modeling the behavior of an automotive ECU (Electronic Control Unit) to verify in a production system. The methodology of this paper is to verify the defects of ECU products during in a real operation, before the defective ECU equipped to an automobile. The performance of an ECU operation is dependent on not only the specification of a hardware device, but also a software program installed in the memory of an ECU. The software program of an ECU is able to be validated before installation, but the validation process is usually executed in a very controllable environment. In order to consider the software program which is frequently changeable in practice, the verification methodology of ECU products as the hardware device and software program integrated is required for detecting defective ECU products caused by inappropriate software program during in manufacturing processes. The main objective of this research is to suggest the modeling methodology of ECU behaviors as the input of a test system. In order to model the system input, this research acquires the data of signals from sensors and loads on actuators, during the operation of an ECU product equipped in a real vehicle. The acquired data is analyzed to generate a model that imitates the behaviors of an ECU in operation. The provided modeling methodology has been implemented and tested with several products.
Ham, Won KyungPark, SangchulPark, JiMyoungKo, MinsukYoo, Min-Ho
Developing Functional Safety Requirements using Process Model Variables2015-01-02754/14/2015
In ISO 26262, the top-level safety goals are derived using the Hazard Analysis and Risk Assessment. Functional safety requirements (FSRs) are then derived from these safety goals in the concept phase (ISO 26262-3:2011). The standard does not call out a specific method to develop these FSRs from safety goals. However, ISO 26262-8:2011, Clause 6, does establish requirements to ensure consistent management and correct specification of safety requirements with respect to their attributes and characteristics throughout the safety lifecycle. Hence, there are expectations on the part of system engineers to bridge this gap. The method proposed in this paper utilizes concepts from process modeling to ensure the completeness of these requirements, eliminate any external inconsistencies between them and improve verifiability. The goals of process modeling are to understand the current state of the process in detail, define the desired state of the process and implement techniques to change the state. The process model variables provide the appropriate context needed to define these states. These principles are commonly adopted in the fields of software development and chemical engineering. They are also being used to improve safety in aviation and industrial operations with some success. In an ISO 26262-based product development, process modeling can help define all the safety-relevant attributes of a system and analyze them. With this information, the functional safety requirements can be written with a high level of rigor. Electronic Throttle Control is used in this paper as an example to illustrate the advantages of the proposed method.
Krithivasan, GokulTaylor, WilliamNelson, Jody
Promoting the Robustness of Calibration-Based Computations2012-01-00304/16/2012
Calibration parameters are extensively used in complex automotive Engine Control Units (ECUs), including ECUs for the engine, transmission, Anti-lock Braking System (ABS), and Electronic Stability Control (ESC). Calibration engineers can set the exact values of calibration parameters for a given software application after the ECU software is built. Such parameters also enable a single set of software to control multiple hardware variants, for example 4-cylinder and 6-cylinder engine variants, or turbo and non-turbo variants. In an ECU, there are often hundreds and sometimes tens of thousands of calibration parameters, some of which are multidimensional tables. With this level of complexity, ensuring that the ECU software using the values from these tables will not encounter an overflow operation, divide by zero condition, or illegal memory access run-time error can be a significant challenge. Due to the connection between hardware and software, such errors could potentially cause hardware damage or unexpected behavior, which in turn can lead to end-user safety concerns With traditional testing it is impossible to exhaustively test such complex software systems, comprised of both calibration parameters and code, to prove that the software is free of run-time errors. Verification based on formal methods may provide a means by which it may be possible to learn more about the quality of the software from a run-time perspective. With formal methods, it is possible to exhaustively verify the software, even software with sophisticated calibration parameters. Using formal methods, engineers can specify the full range of data in the calibration tables and exhaustively verify the software, rather than testing with a limited range of data in the tables.
Abraham, Jay
Use of Feedback Control to Improve HIL Based ECU System Function Testing2010-01-06634/12/2010
Most times in ECU system function testing, the sensor input signals are directly set to a known value in order to drive the corresponding software variable to within a range of an expected value. This works only if the transfer function from the physical signal input to the software variable is well defined such as the measurement on MAP, A/C pressure, etc. Nevertheless, there are times the transfer function is not clearly defined and it is difficult to drive the software variable to an expected value. One example is throttle position sensor (TPS) test in an electronic throttle control (ETC) system, where TPS is not directly driven by the driver accelerator pedal sensor (APS) and it is very difficult to get TPS to an expected range by only changing APS. This paper introduces a method to use feedback in an HIL based ECU testing system to control outputs to an expected range. In this case study, the signal to be controlled is connected back to the HIL system to provide feedback. The error between the target and the actual signal is used in a PID control system to adjust the input signal dynamically and keep the signal to be controlled within the targeted range. Two different feedback methods, namely hardware feedback by physically connecting the signal to be controlled to HIL simulator and software feedback by reading back the software variable to be controlled through ASAP3 protocol between the HIL simulator and ECU instrumentation tool, are evaluated.
Chen, YixinCarpenter, Rob
Optimization of PID Control for Engine Electronic Throttle System Using Iterative Feedback Tuning2009-01-03704/20/2009
The Electronic Throttle Control (ETC) system is more and more used and increasingly becoming a standard part of the engine. It controls the amount of air intake into the cylinders by precisely positioning the throttle plate at the desired opening. An ETC system provides the possibility of improving the overall engine and vehicle performance because with such a mechanism, the engine controller can decide and set the throttle position not only based on driver intention, but also taking into consideration the specific engine operation mode information, such as safety factors, emission constraints, etc. After the throttle position target is determined, the requirement for the ETC system is that the throttle plate should achieve the commanded position as accurately and as quickly as possible. In many cases the controller is designed by first establishing a model of the electronic throttle system using experimental identification. However, due to such nonlinear effects as static friction, dynamic friction, and nonlinear return springs etc., identification of a model for the electronic throttle system sometimes does not give good results. This makes a controller design based on the model far from optimal. Iterative Feedback Tuning (IFT) is a method for directly tuning the controller parameters based on the data of closed loop experiments without the need for an explicit model of the system. This property makes IFT an attractive method for ETC design. In this paper a Two-Degree-of-Freedom (2-DOF) Proportional-Integral-Derivative (PID) controller for an engine electronic throttle system is designed and the PID control gains are optimized using IFT. The application shows that the IFT method gives very good performance for controller tuning.
Jiang, ShugangSmith, Michael H.Kitchen, James
ECU Software Abnormal Behavior Detection Based On Mahalanobis-Taguchi Technique2008-01-12194/14/2008
To confirm the correct operation and detect the potential errors in the ever more complicated automotive ECU application software are very challenging. This paper presents a new approach to detect potential ECU application software abnormal behavior based on the Mahalanobis Distance, the Mahalanobis-Taguchi System, and vehicle driving data playback capability with a simulator. Vehicle driving data is recorded by instrumentation calibration tools and played back on the test bench to stimulate the ECU. In our study, the normal behavior is characterized by the Mahalanobis Distance (MD), which is calculated from the data set logged while playing back the recorded vehicle maneuvers while the ECU is flashed with “baseline software” that was believed to be error free. Then the MDs were calculated from a new data set logged while playing back the same vehicle maneuvers while the ECU was flashed with the new software. The large MDs resulting from the new software indicate times when the new software behaved abnormally. An MD from the data set that is above a threshold indicates a potential software error, which must be investigated in detail by an expert. Some encouraging experimental results using the method on Electronic Throttle Control (ETC) sub-system tests are presented and indicate the capability for this method to detect potential software errors.
Chen, YixinPhillips, John
Creating Human Machine Interface (HMI) Based Tests within Model-Based Design2007-01-07804/16/2007
Many of the multimedia and convenience features in today's passenger vehicles involve Human Machine Interfaces (HMIs), such as the radio face plate or the remote key fob. The functional requirements for these systems are often written in terms of the customer interaction with the interface device. In the past, design engineers would not begin to test requirements for these systems until prototype hardware was available. However, many product development organizations are shifting from this hardware-based traditional development cycle, which relies on designing via a prototype and test iteration, to Model-Based Design. Unfortunately, testing systems with complex human machine interface requirements becomes less intuitive when the prototypes are removed from the design process, because the test cases must be scripted into the modeling environment instead of being applied directly to a prototype of the interface device. In this paper we will show how engineers can create a “soft” representation of an automotive HMI and record the test procedure when specified as a series of interactions with the interface, such as button presses. Next, we will demonstrate how the test procedure can be captured and exported to an editable file for re-use with Model-Based Design. Lastly, we will show how a test file can be used to populate a test harness within the Simulink® software environment.
Fillyaw, ChrisFriedman, JonathanPrabhu, Sameer M.
Key Factors in Improving Microcontroller Performance and Features2006-21-000610/16/2006
The increasingly stringent requirements in relation to safety, fuel economy, emission reduction, and onboard diagnostics are pushing the automotive industry toward more innovative solutions and a rapid increase in microcontroller performance. This paper will list the key factors necessary to increase overall data throughput and provide the right features to satisfy the coming drivetrain requirements. The paper will address different aspects such as: microcontroller architecture, cores, memories, silicon technologies, assembly / packaging, and development tools. It will also present techniques to improve modularity, scalability and configurability that will offer a migration path to permit the evolution and even revolution of drivetrain electronics. Since quality and reliability requirements are among the most stringent of any application fields, the paper will outline the path to reach zero-defect products. Other factors that will be addressed include technology evolution: The shrink path beyond 130 nm will be analyzed to identify advantages, constraints and costs. A comparison of new solutions will be presented for future nonvolatile memories. The architecture trade-off using embedded versus standalone memory will be examined. The automotive microcontroller industry faces the enormous challenge of bringing together high performance, harsh environment, quality, safety, reliability, durability, long-term delivery, scalability, configurability, and evolution at low cost. This challenge can only be met through close collaboration between OEMs, Tier1s and microcontroller manufacturers.
Leteinturier, Patrick
Electronic Throttle Control With Contactless Position Sensor And Smart Power Full-Bridge2001-01-09843/5/2001
Electronic throttle systems are becoming more and more important in today's motor vehicles. These systems consist of: a throttle valve with an electrical actuator and a transmission a position feedback an electronic acceleration pedal an electronic control unit (ECU) a semiconductor h-bridge for driving the motor. The electronic acceleration pedal gives a set point to the ECU. A control signal is generated and moves the motor of the throttle valve with a semiconductor h-bridge to the requested position. The voltage drop of a potentiometer is used here as control feedback signal. The potentiometer in the throttle valve is moved very often and has a rough environment like high temperature and vibrations. Therefore this system has a lot of problems with mechanical attrition and reliability during the whole system lifetime. The accuracy of the position control decreases over time. To avoid mechanical wear and tear, Infineon Technologies has developed a new concept for measuring the throttle position, based on a contactless sensor. The GMR-C6 is a giant magneto-resistive sensor which detects changes in the direction of a magnetic field. The present SAE paper will describe the construction of the sensor, the signal conditioning and the software algorithms. Moreover, a semiconductor h-bridge which has been specially developed for electronic throttle control will also be introduced. A complex logic circuit in the smart power device allows a very extensive diagnosis which is necessary to fulfill OBDII. Our vision for the future is a mechatronic solution for the throttle. That means all components are integrated into the throttle package. The control of the position is done internally. Only 4 wires are left: 2 for supply and 2 for communication.
Pechlaner, AndreasSteurich, Björn
Electronic Throttle Control for Light Diesel and Gasoline Engines92246911/1/1992
It is widely recognised that medium and heavy duty diesel engines are increasingly utilising electronic control to optimise injection timing, pressures and governing to ensure that maximum performance capability is realised and that adherence to latest and future legal emissions are met. The addition of electronic diesel control on a vehicle also provides the manufacturer with the opportunity to increase the user and operational features list by software development of existing controls. This increase in features has been well received by the end user and there is now an expectance that top range vehicles will include cruise control, speed limiting, traction control and other features as standard when these vehicles are equipped with electronically controlled engines. On medium and light application engines, electronic diesel control may not be necessary to meet emissions and there are indications (particularly in Europe) that these light to medium engines will not include electronic diesel control or governing until well into the year 2000. It is therefore apparent that users of a wide range of vehicles will be accepting and utilising features on heavy vehicles that are not yet available on the medium to light vehicle ranges. The application of an electronic throttle control system such as the one described in this paper will provide many of the safety, economy and user features of electronic engine control in an adaptable form for the vehicle manufacturers at a lower cost than a full engine management system.
Hamilton, W. R.
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