41 results on '"Azadi, Shahram"'
Search Results
2. An integrated longitudinal and lateral control strategy for low friction conditions of tractor semi-trailer vehicles.
- Author
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Karimyan, Amir, Rahmani Hanzaki, Ali, and Azadi, Shahram
- Subjects
LATERAL loads ,SEMI-trailer trucks ,TRACTORS ,ARTICULATED vehicles ,FRICTION - Abstract
Driving articulated heavy vehicles (AHVs) at high-speeds is complicated due to their unstable motion modes. Accelerated motion trajectory planning is essential for collision avoidance (CA) maneuver in dynamic traffic conditions. This article proposes a new trajectory planning strategy for collision-free and feasible maneuver of a tractor semi-trailer truck in critical conditions in which the truck and the obstacles are moving with non-constant speeds. For this purpose, a convenient optimal practical trajectory for different tire-road frictional conditions, the physical limitation of the tires, and the stability status of the truck is suggested. The main strategy of the trajectory planning is to increase the capability of the control system using the longitudinal and lateral forces of the tires. A robust integrated controller is then proposed to control the longitudinal and lateral directions of the AHV of which the longitudinal controller is configured to track the longitudinal position considering the vehicle stability conditions, and the lateral controller is organized to follow the yaw rate, the lateral position of the tractor, and the articulation angle. The results show that the proposed novel strategy with integrated longitudinal and lateral control has convenient performance in high-speed and low friction conditions as well as normal situations. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. Integrated control of braking and steering systems to improve vehicle stability based on optimal wheel slip ratio estimation
- Author
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Soltani, Abbas, Azadi, Shahram, and Jazar, Reza Nakhaie
- Published
- 2022
- Full Text
- View/download PDF
4. A real-time optimal cooperative lane change strategy via V2V communication.
- Author
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Maleki, Mohammadreza, Taghavipour, Amir, and Azadi, Shahram
- Published
- 2023
- Full Text
- View/download PDF
5. Time Distance: A Novel Collision Prediction and Path Planning Method.
- Author
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Analooee, Ali, Azadi, Shahram, and Kazemi, Reza
- Subjects
IMPACT (Mechanics) ,MECHANICAL behavior of materials ,NANOCOMPOSITE materials ,NANOFLUIDS ,BOUNDARY value problems - Abstract
In this paper, a new fast algorithm for path planning and a collision prediction framework for two dimensional dynamically changing environments are introduced. The method is called Time Distance (TD) and benefits from the space-time space idea. First, the TD concept is defined as the time interval that must be spent in order for an object to reach another object or a location. Next, TD functions are derived as a function of location, velocity and geometry of objects. To construct the configuration-time space, TD functions in conjunction with another function named "Z-Infinity" are exploited. Finally, an explicit formula for creating the length optimal collision free path is presented. Length optimization in this formula is achieved using a function named "Route Function" which minimizes a cost function. Performance of the path planning algorithm is evaluated in simulations. Comparisons indicate that the algorithm is fast enough and capable to generate length optimal paths as the most effective methods do. Finally, as another usage of the TD functions, a collision prediction framework is presented. This framework consists of an explicit function which is a function of TD functions and calculates the TD of the vehicle with respect to all objects of the environment. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
6. A New Trajectory Tracking Framework for Autonomous Vehicles with In-wheel Motors.
- Author
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Rahmanei, Hamid, Aliabadi, Abbas, Ghaffari, Ali, and Azadi, Shahram
- Published
- 2023
- Full Text
- View/download PDF
7. A Novel Flexible Lane Changing (FLC) Method in Complicated Dynamic Environment for Automated Vehicles.
- Author
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Rafat, Mohsen and Azadi, Shahram
- Subjects
AUTONOMOUS vehicles ,LANE changing ,COMPUTER algorithms ,DECISION making ,ONLINE information services - Abstract
Decision making and path planning in case of highly transient dynamics of the surrounding as well as the effect of road condition are the issues that are not completely solved in the previous researches. The goal is to perform a safe and comfortable lane change that includes flexible re-planning capabilities. In this paper, a novel structure for path planning and decision making part of a vehicle automatic lane change has been introduced which comprehensively considers both longitudinal and lateral dynamics of the vehicle. The presented method is able to perform re-planning even in the middle of a lane change maneuver according to new traffic condition. Inclusion of the dynamics of all involved vehicles and providing online performance are the other advantages of the proposed system. The algorithm is simulated and various scenarios are constructed to evaluate the efficiency of the system. The results show that the system has completely acceptable performance. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
8. Adaptive integrated control design for vehicle dynamics using phase-plane analysis
- Author
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Azadi, Shahram, Naghibian, Masoud, and Kazemi, Reza
- Published
- 2015
- Full Text
- View/download PDF
9. Exact stability of a platoon of vehicles by considering time delay and lag
- Author
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Ghasemi, Ali, Kazemi, Reza, and Azadi, Shahram
- Published
- 2015
- Full Text
- View/download PDF
10. Effect of parameters on roll dynamic response of an articulated vehicle carrying liquids
- Author
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Azadi, Shahram, Jafari, Ali, and Samadian, Masoud
- Published
- 2014
- Full Text
- View/download PDF
11. Road profile estimation using wavelet neural network and 7-DOF vehicle dynamic systems
- Author
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Solhmirzaei, Ali, Azadi, Shahram, and Kazemi, Reza
- Published
- 2012
- Full Text
- View/download PDF
12. An accurate and simple model for flexible satellites for three-dimensional studies
- Author
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Shahriari, Shahram, Azadi, Shahram, and Moghaddam, Majid M.
- Published
- 2010
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- View/download PDF
13. Road profile estimation using neural network algorithm
- Author
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Yousefzadeh, Mahdi, Azadi, Shahram, and Soltani, Abbas
- Published
- 2010
- Full Text
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14. NVH analysis and improvement of a vehicle body structure using DOE method
- Author
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Azadi, Shahram, Azadi, Mohammad, and Zahedi, Farshad
- Published
- 2009
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15. A Comparative Study on the Efficiency of Compiled Languages and MATLAB/Simulink for Simulation of Highly Nonlinear Automotive Systems.
- Author
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Pasdar, Amir Hossein, Azadi, Shahram, and Kazemi, Reza
- Subjects
COMPARATIVE studies ,NONLINEAR systems ,SIMULATION software ,AUTOMOTIVE engineering - Abstract
In the present paper, a comparison between the simulation performance of a highly nonlinear model in MATLAB/Simulink and a compiled language has been drawn. A complete powertrain layout was formed in Simulink and the same model was developed from scratch in Fortran 2003 which led to creating a complete simulation software program named Powertrain Simulator. The results show that for a system with not many details and phase changes, both of the simulation environments offer acceptable performance. However, when the modeling layout is overly complicated, developing the model in a compiled language is a smarter choice. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
16. Time Distance: A Novel Collision Prediction and Path Planning Method
- Author
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Analooee, Ali, Azadi, Shahram, and Kazemi, Reza
- Subjects
FOS: Computer and information sciences ,Computer Science - Robotics ,FOS: Electrical engineering, electronic engineering, information engineering ,Systems and Control (eess.SY) ,Robotics (cs.RO) ,Electrical Engineering and Systems Science - Systems and Control - Abstract
In this paper, a new fast algorithm for path planning and a collision prediction framework for two dimensional dynamically changing environments are introduced. The method is called Time Distance (TD) and benefits from the space-time space idea. First, the TD concept is defined as the time interval that must be spent in order for an object to reach another object or a location. Next, TD functions are derived as a function of location, velocity and geometry of objects. To construct the configuration-time space, TD functions in conjunction with another function named "Z-Infinity" are exploited. Finally, an explicit formula for creating the length optimal collision free path is presented. Length optimization in this formula is achieved using a function named "Route Function" which minimizes a cost function. Performance of the path planning algorithm is evaluated in simulations. Comparisons indicate that the algorithm is fast enough and capable to generate length optimal paths as the most effective methods do. Finally, as another usage of the TD functions, a collision prediction framework is presented. This framework consists of an explicit function which is a function of TD functions and calculates the TD of the vehicle with respect to all objects of the environment.
- Published
- 2019
17. A novel adaptive lane change method in transient dynamic traffic conditions for highly automated vehicles.
- Author
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Rafat, Mohsen and Azadi, Shahram
- Abstract
Trajectory planning with consideration of surrounding vehicles and decision-making in the middle of complicated manoeuvres are some of the most important challenges regarding the implementation of automated driving. Since transient dynamic traffic conditions was limited to the start of the manoeuvre in previous research, no solution was provided for the surrounding vehicles' transient changes during the manoeuvre. The algorithm presented in this paper is able to adapt to unstable variable traffic conditions and it is robust to changes in the surrounding vehicles' conditions, even during the lane change manoeuvre. The Adaptive Lane Change algorithm provides all possible safe trajectories for any moment of manoeuvre via applying DE optimization method on a fifth-order polynomial equation. In this way, it is able to make a new decision and plan safe trajectories according to the new conditions of surrounding vehicles during the manoeuvre. Also, it guarantees collision avoidance at all-time via simultaneous longitudinal and lateral vehicle control. Improving the trajectory during a lane change manoeuvre regarding the surrounding vehicles' conditions is considered as one of the main contributions of the presented algorithm. A second main contribution is the collision avoidance considering the vehicle's dynamic via returning to the initial lane when there is no safe trajectory in the target lane, even during the lane change manoeuvre. The decision-making unit is evaluated by real driving tests. Then, the whole structure is simulated with MATLAB in complex transient dynamic traffic conditions via various scenarios and its performance is tested with IPG CarMaker in the presence of simulated surrounding vehicles. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
18. SCR-Normalize: A novel trajectory planning method based on explicit quintic polynomial curves.
- Author
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Analooee, Ali, Kazemi, Reza, and Azadi, Shahram
- Abstract
This paper presents a framework for generating explicit quintic polynomial curves as the trajectory of autonomous vehicles. The method is called SCR-Normalize and is founded on two novel ideas. The first concept is to rotate the coordinate reference, regarding the boundary conditions, in order to reach a special coordinate reference called Secondary Coordinate Reference (SCR). In the SCR, the explicit quintic polynomial curve has short length and low curvature values (i.e. the curve is not wiggly). The second concept is to normalize the trajectory in order to speed up the framework. Two kinds of problems are considered to be solved in this paper: (a) generating a length optimal trajectory for arbitrary boundary conditions subject to a curvature constraint; and (b) path smoothing. For case (a), for the lane change manoeuvre, the problem is solved explicitly. In addition, the familiar expression for the optimal interval of the lane change manoeuvre is analytically proved for the first time. For arbitrary swerving manoeuvres, two algorithms are presented and their performance is compared with each other and with two other algorithms. Similarly, for case (b), an algorithm is presented and its performance is compared with three other methods. Evaluating the algorithms in the examples, and comparing the results with other methods illustrates the efficiency of the SCR-Normalize framework to generate optimal trajectories in real time. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
19. Decentralized robust control of a vehicle's interior sound field.
- Author
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Ghanati, Golsa and Azadi, Shahram
- Subjects
- *
ROBUST control , *ACOUSTIC field , *ACTIVE noise control , *SOUND pressure , *FINITE element method - Abstract
In this article, a decentralized strategy is applied for active control of sound inside the automobile cabin by considering the uncertainty caused by the movement of the occupants. A coupled structural-acoustic analysis is done on the simplified geometry of the automobile cabin with passengers by the finite element method. The uncertainty caused by changes in the occupants' head positions and angles is also considered. Then, a decentralized robust feedback control strategy is proposed to reduce the sound pressure level in the ears of all the occupants using the H∞ method for each individual control unit by considering the unstructured uncertainty of the plant. The efficiency of the proposed control strategy in minimizing the sound pressure level caused by the structural disturbance on the firewall panel is investigated. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
20. A new automated motion planning system of heavy accelerating articulated vehicle in a real road traffic scenario.
- Author
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Shojaei, Saeed, Hanzaki, Ali R, Azadi, Shahram, and Saeedi, Mohammad A
- Abstract
The main purpose of this study is to develop a novel motion planning for an articulated vehicle (AV) in real traffic situations. This motion planning generates collision-free and feasible trajectories based on kinematic and dynamic analyses of the AV concerning its surrounding vehicles. For this purpose, the collision-free trajectories are simulated in the presence of other vehicles, when the AV is conducting a lane change manoeuvre. A new method is utilised to derive the feasible trajectories by taking into account 3-D surface of the slip angle, roll angle, and lateral acceleration of the AV. This paper presents a new approach to generate the trajectory of an accelerating AV considering the surrounding vehicles in manoeuvre, which are either accelerating or decelerating. The optimal trajectory is then obtained based on the longitudinal acceleration of the AV and the time duration of the lane change manoeuvre, aimed at trajectory tracking control. Therefore, a 3-DOF dynamic model of the AV, including the yaw-rate, lateral velocity of the tractor and articulation angle, is developed. The tyres dynamic is simulated using non-linear Dug-off model. Furthermore, an innovative trajectory tracking control system is proposed concerning a sliding mode control. The developed dynamic model of the AV is verified by the Truck-Sim model. Results show that the collision-free and feasible trajectories can be generated based on the newly presented method of trajectory planning. The outcomes of the trajectory tracking control as the final part of the motion planning system indicate that the heavy articulated vehicle can be guided according to the new automated motion planning. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
21. Active control of vehicle's interior sound field by using multichannel H ∞ robust controller.
- Author
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Ghanati, Golsa and Azadi, Shahram
- Subjects
ACOUSTIC field ,ACTIVE noise control ,ROBUST control ,SOUND pressure ,ACOUSTIC radiation ,MIMO systems - Abstract
The sound level inside an automobile cabin plays a major role in the passengers' comfort. Active noise control has been widely used to reduce the sound level inside the car cabin. This article presents a design of an active and robust sound control system that can still be efficient despite the changes inside the passengers' compartment caused by the movement of the occupants. Initially, the coupled acoustic structural analysis is done on a simplified model of an automobile cabin by using finite element and modal coupling methods. Then, the uncertainty of the sound field inside the car, due to the presence of the occupants and the displacement of their heads, is investigated. A multi input multi output robust feedback control strategy, using the H
∞ method and considering the unstructured uncertainty of the acoustic structural system, is proposed to reduce the sound pressure level at the ears of all the occupants. In order to achieve performance targets in a broad bandwidth and to reduce the waterbed effect, an optimization is performed on the weight function coefficients. The results show that in the frequency range of 0–334 Hz, the controller has an acceptable performance which is robust to changes in the interior sound field. [ABSTRACT FROM AUTHOR]- Published
- 2020
- Full Text
- View/download PDF
22. Trajectory planning and combined control design for critical high-speed lane change manoeuvres.
- Author
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Sazgar, Hadi, Azadi, Shahram, and Kazemi, Reza
- Subjects
DRIVER assistance systems ,LANE changing ,AUTOMOBILE dynamics - Abstract
The purpose of this research is to develop an advanced driver assistance system for the integrated longitudinal and lateral guidance of vehicles in critical high-speed lane change manoeuvres. The system consists of two parts: trajectory planning and combined control. At the first, by considering the TV position and the available range of longitudinal acceleration, several trajectories with different accelerations are generated. Then, by taking into account the vehicle and tyre dynamics, the most appropriate trajectory is selected. Therefore, the chosen trajectory is collision free and dynamically feasible. Because the trajectory planning is carried out algebraically, it has low computational cost. This is especially valuable in the experimental implementations. At the second part of the study, using a robust combined longitudinal-lateral controller, the control inputs are determined and transmitted to the brake/throttle and steering actuators. Both in the trajectory planning and combined control design, the nonlinear tyre dynamics and the dynamics of throttle and brake actuators are considered. To evaluate the performance of the proposed guidance algorithm, a full CarSim dynamic model is utilized. The simulation results for critical high-speed lane change manoeuvres confirm that the proposed trajectory planning method works effectively. The tracking error is also very small and the yaw stability is guaranteed. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
23. A novel decision-making unit for automated maneuver of articulated vehicles in real traffic situations.
- Author
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Shojaei, Saeed, Rahmani Hanzaki, Ali, Azadi, Shahram, and Saeedi, Mohammad Amin
- Subjects
ARTICULATED vehicles ,SLIDING mode control ,LANE changing ,AUTOMOBILE dynamics - Abstract
In this paper, a new decision-making algorithm for double lane change maneuver of an articulated vehicle in real dynamic circumstances is studied. A novel method for determining the decision conditions is used based on the articulated vehicle kinematics and dynamics. Through this method, several points of the articulated vehicle are considered in various situations when conducting double lane change maneuver, and the critical points are determined. A new realistic dynamic method is used based on a 16-degrees of freedom dynamic model of the articulated vehicle. The sliding mode control method is utilized to increase the method efficiency. Therefore, the least safe time to perform the double lane change maneuver is extracted based on the sliding mode control method as tracking control. A new Articulated Vehicle Least safe time formulation is determined for dynamic circumstances. Based on the results of simulated test, the acceptable time range is also established for conducting the lane change maneuver. The lane change maneuver is generalized to the double lane change maneuver. Decision-making algorithm is introduced based on real traffic situations. The dynamic approach and the decision-making algorithm are verified. Results show the validity of the reflected method meaning that the decision-making algorithm is acceptable. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
24. Integrated longitudinal and lateral guidance of vehicles in critical high speed manoeuvres.
- Author
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Sazgar, Hadi, Azadi, Shahram, Kazemi, Reza, and Khalaji, Ali Keymasi
- Abstract
One of the most important and conventional manoeuvres, that is not easy to even skilled drivers, is the high-speed critical lane change on the highways. The main contribution of this study is the development of an integrated longitudinal and lateral guidance algorithm for these manoeuvres. This algorithm consists of two parts: the trajectory planning and the integrated control. In the first part, taking into account the position of the target vehicle for different accelerations, several trajectories are produced. Next, considering the dynamic capabilities of the vehicle, the most appropriate trajectory is selected. Since the proposed trajectory planning approach works algebraically, its computational cost is negligible, which is very valuable for practical implementations. In the second step, using a robust-integrated longitudinal–lateral controller, the control inputs are calculated and transmitted to the brakes, throttle and steering actuators. It should be noted that the trajectory planning and the integrated controller are based on the seven degrees of freedom model of the vehicle, and the nonlinear dynamics of the tyre and the dynamics of the brakes/throttle actuators are also taken into account. To assess the efficiency of the integrated longitudinal–lateral guidance algorithm, the full vehicle model is used in the CarSim–Simulink software. In order to have conditions closer to real applications, it is assumed that the yaw rate and the longitudinal and lateral accelerations of the vehicle are noisy, and the longitudinal and lateral velocities are predicted using the same signals. Obtained results for the critical collision avoidance manoeuvres confirm the effectiveness of the proposed planned trajectory and the good performance of the combined control method. In addition, the results indicate that the integrated control is robust against the variation of friction coefficient and unmodelled dynamics while maintaining the vehicle stability. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
25. Multidisciplinary optimisation of a car component under NVH and weight constraints using RSM
- Author
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Azadi, Mohammad, Azadi, Shahram, Moradi, Mahmoud, and Zahedi, Farshad
- Subjects
Automobile engineering -- Analysis ,Automobile engineering -- Mechanical properties ,Automobiles -- Bodies ,Automobiles -- Design and construction ,Automobiles -- Mechanical properties ,Automobile industry - Abstract
Byline: Mohammad Azadi, Shahram Azadi, Mahmoud Moradi, Farshad Zahedi One of the important challenges in the auto industry is to reduce the mass of the vehicle while meeting structural performance requirements for crashworthiness, noise, vibration and harshness, etc. In this paper, a multidisciplinary optimisation of a car back-bonnet is investigated by using the response surface method. A car body is fully surface modelled in CATIA and meshed in software. Then, modal analysis of the finite element model is performed by NASTRAN software to find natural frequencies. A frequency map of that component is extracted and compared with a reference map to detect defects. Design of experiments methodology is used for a screening of the design space and for the generation of approximation models using response surface techniques. Therefore, to optimise the model, improvement of the noise, vibration and harshness behaviour and minimisation of the weight are imposed.
- Published
- 2010
26. Integrated vehicle dynamics control using semi-active suspension and active braking systems.
- Author
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Soltani, Abbas, Bagheri, Ahmad, and Azadi, Shahram
- Abstract
This article presents an integrated control of yaw, roll and vertical dynamics based on a semi-active suspension and an electronic stability control with active differential braking system. During extreme manoeuvres, the probability of vehicle rollover is increased and the stability of lateral and yaw vehicle motions is deteriorated because of the saturation of tyre forces. Furthermore, when the road excitation frequencies are equal to the natural frequencies of the unsprung masses, the resonance phenomena occurs, which causes some oscillations getting revealed on responses of the yaw and lateral vehicle dynamics. In these situations, the active braking alone cannot be helpful to improve the vehicle handling and stability, considerably. In order to overcome these difficulties, a coordinated control of the semi-active suspension and the active braking is proposed, using a fuzzy controller and an adaptive sliding mode controller, respectively. A non-linear full vehicle model with 14 degrees of freedom is established and combined with the modified Pacejka tyre model. As the majority of vehicle dynamics variables and the road profile inputs cannot be measured in a cost-efficient way, a non-linear estimator based on unscented Kalman filter is designed to estimate the entire vehicle dynamics states and the road unevenness. Simulation results of the steering manoeuvres on the random road inputs show that the proposed chassis system can effectively improve the vehicle handling, stability and ride comfort. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
27. Vehicle lateral control in the presence of uncertainty for lane change maneuver using adaptive sliding mode control with fuzzy boundary layer.
- Author
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Norouzi, Armin, Kazemi, Reza, and Azadi, Shahram
- Abstract
Recent researches on advanced driver-assistance systems indicate great advances in terms of safety and comfort in automated driving. Advanced driver-assistance systems use control systems to perform most of the maneuvers as performed by the driver in the past. One of the useful advanced driver-assistance systems is automatic lane change system in order to avoid accidents. This study designs the controller of an automatic lane change system for an autonomous vehicle. The control law in this study is adaptive sliding mode control. To avoid chattering in adaptive sliding mode control, fuzzy boundary layer is used. Also, adaptive law is used for sliding-based switching gain. This adaptive controlling law is used to avoid the calculation of upper bound of system uncertainties. In this study, based on the boundary conditions, the vehicle lane change path planning and different maneuver periods are evaluated. To simulate the designed controller, CarSim-Simulink joint simulation model is used. This linkage leads to a full non-linear vehicle model. The results of simulation show excellent tracking for dry road conditions and acceptable tracking in icy and wet roads in some maneuvers of above 4-s long. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
28. Performance Evaluation of a Novel Vehicle Collision Avoidance Lane Change Algorithm.
- Author
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Samiee, Sajjad, Azadi, Shahram, Kazemi, Reza, Eichberger, Arno, Rogic, Branko, and Semmer, Michael
- Published
- 2016
- Full Text
- View/download PDF
29. A combined use of adaptive sliding mode control and unscented Kalman filter estimator to improve vehicle yaw stability.
- Author
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Bagheri, Ahmad, Azadi, Shahram, and Soltani, Abbas
- Abstract
In this paper, an adaptive sliding mode controller is proposed to improve the vehicle yaw stability and enhance the lateral motion by direct yaw moment control method using active braking systems. As the longitudinal and lateral velocities of the vehicles as well as many other vehicle dynamics variables cannot be measured in a cost-efficient way, a robust control method combined with a state estimator is required to guarantee the system stability. Furthermore, some parameters such as the tyre–road friction coefficient undergo frequent changes, and the aerodynamics resistance forces are often exerted as a disturbance during the wide driving condition. So, an adaptive sliding mode controller is applied to make vehicle yaw rate to track its reference with robustness against model uncertainties and disturbances and a non-linear estimator based on unscented Kalman filter is used to estimate wheel slip, yaw rate, road friction coefficient, longitudinal and lateral velocities. The estimation algorithm directly uses non-linear equations of the system and does not need the linearization and differentiation. The designed controller, which is insensitive to system uncertainties, offers the adaptive sliding gains to eliminate the precise determination of the bounds of uncertainties. The sliding gain values are determined using a simple adaptation algorithm that does not require extensive computational load. Numerical simulations of various manoeuvres using a non-linear full vehicle model with seven degrees of freedom demonstrate the high effectiveness of the presented controller for improving the vehicle yaw stability and handling performance. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
30. A new robust controller to improve the lateral dynamic of an articulated vehicle carrying liquid.
- Author
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Saeedi, Mohammad Amin, Kazemi, Reza, and Azadi, Shahram
- Abstract
In this paper to improve manoeuvrability and jackknifing prevention, as well as increasing rollover stability of an articulated vehicle carrying liquid, a new control system coupled with an active roll control system and an active steering control system is presented. First, a 16-degrees-of-freedom nonlinear dynamic model of an articulated vehicle is developed. Next, the dynamic interaction of the liquid cargo with the vehicle is investigated by integrating a quasi-static liquid sloshing model with a tractor semi-trailer model. Initially, to improve the roll stability of the vehicle, an active roll control system is presented. The active anti-roll bar is employed as an actuator to generate the roll moment. Furthermore, the manoeuvrability increment and jackknifing prevention are targeted using the active steering control system. The main purpose of using the active steering controller is to track the desired values of tractor yaw rate, articulation angle and tractor lateral velocity in different roads, various filled volumes and different speeds. The active steering control system is designed based on a three-degrees-of-freedom dynamic model of the articulated vehicle carrying liquid and on the basis of sliding mode control. Simulation results confirmed robust performance of the control system for different filled volumes, especially during the critical manoeuvre. Further studies show that the tracking of the desired articulation angle has not only eliminated the off-tracking path, but also has made the semi-trailer rear end follow the fifth wheel path. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
31. Improvement in the rollover stability of a liquid-carrying articulated vehicle via a new robust controller.
- Author
-
Saeedi, Mohammad Amin, Kazemi, Reza, and Azadi, Shahram
- Abstract
In this paper, in order to improve the roll stability of an articulated vehicle carrying a liquid, an active roll control system is utilized by employing two different control methods. First, a 16-degree-of-freedom non-linear dynamic model of an articulated vehicle is developed. Next, the dynamic interaction of the liquid cargo with the vehicle is investigated by integrating a quasi-dynamic liquid sloshing model with a tractor–semitrailer model. Initially, to improve the lateral dynamic stability of the vehicle, an active roll control system is developed using classical integral sliding-mode control. The active anti-roll bar is employed as an actuator to generate the roll moment. Next, in order to verify the classical sliding-mode control performance and to eliminate its chattering, the backstepping method and the sliding-mode control method are combined. Subsequently, backstepping sliding-mode control as a new robust control is implemented. Moreover, in order to prevent both yaw instability and jackknifing, an active steering control system is designed on the basis of a simplified three-degree-of-freedom dynamic model of an articulated vehicle carrying a liquid. In the introduced system, the yaw rate of the tractor, the lateral velocity of the tractor and the articulation angle are considered as the three state variables which are targeted in order to track their desired values. The simulation results show that the combined proposed roll control system is more successful in achieving target control and reducing the lateral load transfer ratio than is classical sliding-mode control. A more detailed investigation confirms that the designed active steering system improves both the lateral stability of the vehicle and its handling, in particular during a severe lane-change manoeuvre in which considerable instability occurs. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
32. Estimation of road friction coefficient using extended Kalman filter, recursive least square, and neural network.
- Author
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Zareian, Arash, Azadi, Shahram, and Kazemi, Reza
- Abstract
This paper presents an appropriate method for estimating road friction coefficient. The method uses measured values from wheel angular velocity and yaw rate sensors of a vehicle so that it could estimate the road friction coefficient. The estimation process is done in three steps: first, vehicle lateral and longitudinal velocities along with yaw rate value are identified by an extended Kalman filter observer when lateral acceleration and yaw rate values are subjected to process and measurement noises, respectively. Then, lateral and longitudinal tire forces are estimated using a recursive least square algorithm so that to be used in a neural network designed based on well-known Magic Formula tire model. In the final stage, using a multilayer perceptron neural network and estimated values of the previous stages, the road friction coefficient is estimated. Finally, the set of estimators is evaluated using 14 degrees of freedom full vehicle dynamic model and the obtained results are compared with their actual values of vehicle model for two different maneuvers of vehicle. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
33. Stability analysis of bidirectional adaptive cruise control with asymmetric information flow.
- Author
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Ghasemi, Ali, Kazemi, Reza, and Azadi, Shahram
- Subjects
INFORMATION asymmetry ,CRUISE control ,MECHANICAL engineering ,APPLIED mechanics ,COMPUTERS in mechanical engineering ,FINITE element method - Abstract
Stability and the string stability of a platoon of adaptive cruise control (ACC) vehicles using a constant spacing are investigated. Due to realistic design and execution, negative effect of tracking lag parameter on the stability is examined. An efficient analytical approach is presented in order to obtain a sufficient stability condition in the domain of the control parameters. The stability criterion is examined using a partial differential equation (PDE) approximation using large number of vehicles subjected to the time lags in vehicle dynamics and heterogeneity in the control laws, which allows asymmetry in the use of front and back information. The string stability analysis is performed to evaluate the disturbance attenuation. Finally, an example of multiple vehicle platoon control is presented, which demonstrates the effectiveness and the robustness of the proposed method. [ABSTRACT FROM PUBLISHER]
- Published
- 2015
- Full Text
- View/download PDF
34. Data Fusion to Develop a Driver Drowsiness Detection System with Robustness to Signal Loss.
- Author
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Samiee, Sajjad, Azadi, Shahram, Kazemi, Reza, Nahvi, Ali, and Eichberger, Arno
- Subjects
- *
DROWSINESS , *AUTOMOBILE drivers , *EYE tracking , *DETECTORS , *TRAFFIC safety , *AUTOMOBILE driving simulators - Abstract
This study proposes a drowsiness detection approach based on the combination of several different detection methods, with robustness to the input signal loss. Hence, if one of the methods fails for any reason, the whole system continues to work properly. To choose correct combination of the available methods and to utilize the benefits of methods of different categories, an image processing-based technique as well as a method based on driver-vehicle interaction is used. In order to avoid driving distraction, any use of an intrusive method is prevented. A driving simulator is used to gather real data and then artificial neural networks are used in the structure of the designed system. Several tests were conducted on twelve volunteers while their sleeping situations during one day prior to the tests, were fully under control. Although the impact of the proposed system on the improvement of the detection accuracy is not remarkable, the results indicate the main advantages of the system are the reliability of the detections and robustness to the loss of the input signals. The high reliability of the drowsiness detection systems plays an important role to reduce drowsiness related road accidents and their associated costs. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
35. High-precision, real-world modeling of a semi-automatic powertrain.
- Author
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Pasdar, Amir Hossein, Azadi, Shahram, and Kazemi, Reza
- Subjects
- *
AUTOMOBILE power trains , *MECHATRONICS , *AUTOMATIC control systems , *SPARK ignition engines , *AUTOMOBILE part design & construction - Abstract
In a mechatronical approach, the design of a highly detailed, physically based model of a semi-automatic powertrain suitable for supervision has been explicated. In each part of the powertrain system, ultimately developed dynamical models have been exploited to make sure the whole model is up-to-date and is close to a real system. Advanced dynamical equations of an engine, a clutch, a gearbox and a driveline as well as a tire and a vehicle dynamic model for analyzing longitudinal performance have been considered. A well-suited automated manual transmission (AMT) along with a mean value transient spark-ignition (SI) engine model has been inserted to complete the solution. In order to simulate a real vehicle, the nonlinearities of the powertrain system mainly generated in the engine and clutch have drawn attention. Transient behavior of the system is a key parameter for design; hence, both steady-state and transient modeling such as of the gear shift procedure were considered. All parts of the model have been verified against experimental data. Finally, an overall simulation of the powertrain and vehicle in an in-city Economic Commission for Europe (ECE) cycle and a complete involved simulation of a gear shift process using Simulink have been performed to examine the level of the modeled dynamics. Lastly, it will be clear that use of nonlinear and real-world models can enhance the modeling and make it comparable to a real system. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
36. A sliding-mode controller for directional control of articulated heavy vehicles.
- Author
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Tabatabaei Oreh, S Hamed, Kazemi, Reza, and Azadi, Shahram
- Subjects
VEHICLE models ,NONLINEAR wave equations ,MATHEMATICAL models ,TRACTORS ,STEERING gear ,AUTOMOBILE driving - Abstract
In order to improve the handling and stability of a tractor–semitrailer, a new sliding-mode controller is designed on the basis of a non-linear three-degree-of-freedom model of the vehicle. Three state variables, namely the tractor’s yaw rate, the tractor’s lateral velocity and the articulation angle, are controlled as the target responses using active steering. A new version of the desired articulation angle is proposed so that the rear end of the semitrailer unit is forced to follow the path of the fifth wheel if the proposed reference value is tracked. A 12-degree-of-freedom non-linear model of the articulated heavy vehicle validated by real test data is used to evaluate the control system. The comparative simulation results prove the significant effects of the proposed non-linear control method with respect to a previously designed linear controller on improving the handling and stability performance, especially under severe driving conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
37. Stable Decentralized Control of a Platoon of Vehicles With Heterogeneous Information Feedback.
- Author
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Ghasemi, Ali, Kazemi, Reza, and Azadi, Shahram
- Subjects
CRUISE control ,PARTIAL differential equations ,APPROXIMATION theory ,STABILITY (Mechanics) ,MOTOR vehicles - Abstract
The problem of controlling a string of vehicles moving in one dimension is considered so that they all follow a lead vehicle with constant spacing between successive vehicles. Due to practical design and implementation, the negative effect of the tracking lag parameter is taken into account. A hierarchical platoon controller design framework is established comprising a feedback linearization controller at the first layer and a decentralized bidirectional control controller at the second layer. The stability criterion is examined by using a partial differential equation approximation in the limit of the number of vehicles subjected to unequal asymmetry in position and velocity feedback. For disturbance attenuation, string stability analysis is also examined. At the end of the paper, simulations are given to show the efficiency of the proposed results. [ABSTRACT FROM PUBLISHER]
- Published
- 2013
- Full Text
- View/download PDF
38. Discrete wavelet transform–neural network crack-like damage identification of welds on chassis cross members.
- Author
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Rezvani, Yadollah, Sharifi K, Arman, Azadi, Shahram, and Kazemi, Reza
- Subjects
NEURAL circuitry ,WAVELETS (Mathematics) ,FINITE element method ,ACCELERATION (Mechanics) ,FLEXIBILITY method (Structural engineering) - Abstract
This paper incorporates a discrete wavelet transform and a radial basis function neural network to implement a vibration-based crack-like damage identification approach to the simulated welds of chassis cross members. After finite element method modelling of a vehicle, eight acceleration sensors are placed on the chassis, and their responses are measured to the upward displacement on the excitation of two tyres while the other two tyres are fixed. Then, a discrete wavelet transform with a Daubechies 3 mother wavelet is applied to the responses of the sensors. All detail coefficients and approximation coefficients of the nine levels of the discrete wavelet transform are introduced into the radial basis function neural network, in order to extract the underlying features for assessment and localization of damage. This approach successfully assesses the existence of damage and the localization of various lengths of damage in numerically simulated vehicle chassis welds, with respect to the fact that the complete model of the vehicle is a highly complicated structure and its vibration responses are extremely non-linear and sophisticated. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
39. Vehicle dynamic control of a passenger car applying flexible body model.
- Author
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Azadi, Shahram, Vaziri, Masoud, and Hoseini, Mohsen
- Subjects
- *
ELECTRONIC systems , *MODEL cars (Toys) , *VEHICLES , *TIRES , *ELECTRONICS - Abstract
Modern software tools have enhanced modelling, analysis and simulation capabilities pertaining to control of dynamic systems. In this regard, in this paper a full vehicle model with flexible body is exposed by using MSC. ADAMS and MSC. NASTRAN. Indeed, one of the most significant vehicle dynamic controls is directional stability control. In this case, the vehicle dynamic control system (VDC) is used to improving the vehicle lateral and yaw motions in critical manoeuvres. In this paper, for design the VDC system, an optimal control strategy has been used for tracking the intended path with optimal energy. For better performance of VDC system, an anti-lock brake system (ABS) is designed as a lower layer of the control system for maintaining the tyre longitudinal slip in proper value. The performances of the controller on rigid and flexible models are illustrated, and the results show the differences between the control efforts for these models, which are related to the differences of dynamic behaviours of rigid and flexible vehicle dynamic models. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
40. Fault detection of vehicle suspension system using wavelet analysis.
- Author
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Azadi, Shahram and Soltani, Abbas
- Subjects
- *
WAVELETS (Mathematics) , *AUTOMOBILE springs & suspension , *SHOCK absorbers , *ELECTRIC insulators & insulation , *DAMPING (Mechanics) - Abstract
This paper presents a method based on continuous wavelet transform to detect the faults of vehicle suspension systems. The Morlet wavelet functions are employed to approach the natural frequencies of the system and the frequency components of the signal with relative maximum energy. To evaluate our method, we use a full vehicle dynamic model which has been simulated in ADAMS/CAR and validated by laboratory test results. The suspension faults have been considered due to the damage of shock absorbers (dampers) and upper damper bushings (UDBs) and assumed as the decrease in damping force and loose joints, respectively. In this paper, the incapability of the spectral analysis by using fast Fourier transform in analysis of the signals is revealed through applying the inputs that include transient characteristics and then wavelet transform employed to achieve more proper results. A swept frequency is applied as an input to the wheels that simulates the road irregularities. After detection of faulty sections of the system using signal energy distribution, the defects of damper and UDBs are distinguished from each other through observing the changes of natural frequencies and corresponding energy amplitudes. [ABSTRACT FROM AUTHOR]
- Published
- 2009
- Full Text
- View/download PDF
41. Multidisciplinary optimisation of a car component under NVH and weight constraints using RSM.
- Author
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Azadi, Mohammad, Azadi, Shahram, Moradi, Mahmoud, and Zahedi, Farshad
- Subjects
AUTOMOTIVE engineering - Abstract
An abstract of the article "Multidisciplinary optimisation of a car component under NVH and weight constraints using RSM," by Mohammad Azadi and colleagues is presented.
- Published
- 2009
- Full Text
- View/download PDF
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