Design and Development of Mamdani-Like Fuzzy Control Algorithm for a Wheeled Human-Conveyance Vehicle Control

A wheeled human-conveyance vehicle (WHCV) with a low-level microprocessor is realized in this paper. WHCVs are environmentally friendly short-range transportation vehicles. This paper proposes a simple Mamdani-like fuzzy controller for self-balancing WHCV control. System stability is guaranteed by establishing sufficient conditions based on the Lyapunov stability analysis. Finally, experimental results show that the proposed Mamdani-like fuzzy control strategy can control the WHCV.

[1]  N. Mutoh,et al.  Dynamics of Front-and-Rear-Wheel-Independent-Drive-Type Electric Vehicles at the Time of Failure , 2012, IEEE Transactions on Industrial Electronics.

[2]  Okyay Kaynak,et al.  Type 2 Fuzzy Neural Structure for Identification and Control of Time-Varying Plants , 2010, IEEE Transactions on Industrial Electronics.

[3]  Alfred C. Rufer,et al.  JOE: a mobile, inverted pendulum , 2002, IEEE Trans. Ind. Electron..

[4]  Alexander G. Loukianov,et al.  Discrete-Time Neural Sliding-Mode Block Control for a DC Motor With Controlled Flux , 2012, IEEE Transactions on Industrial Electronics.

[5]  Seul Jung,et al.  Control Experiment of a Wheel-Driven Mobile Inverted Pendulum Using Neural Network , 2008, IEEE Transactions on Control Systems Technology.

[6]  Kaustubh Pathak,et al.  Velocity and position control of a wheeled inverted pendulum by partial feedback linearization , 2005, IEEE Transactions on Robotics.

[7]  Ching-Chih Tsai,et al.  Development of a Self-Balancing Human Transportation Vehicle for the Teaching of Feedback Control , 2009, IEEE Trans. Educ..

[8]  Rong-Jong Wai,et al.  Design of Dynamic Petri Recurrent Fuzzy Neural Network and Its Application to Path-Tracking Control of Nonholonomic Mobile Robot , 2009, IEEE Transactions on Industrial Electronics.

[9]  M. Agarwal.  A systematic classification of neural-network-based control , 1997 .

[10]  Marjan Jenko,et al.  A fuzzy logic-controlled thermal process for simultaneous pasteurization and cooking of soft-boiled eggs , 2010 .

[11]  Faa-Jeng Lin,et al.  Recurrent-Fuzzy-Neural-Network-Controlled Linear Induction Motor Servo Drive Using Genetic Algorithms , 2007, IEEE Transactions on Industrial Electronics.

[12]  Chih-Hui Chiu,et al.  Real-time control of a wheeled inverted pendulum based on an intelligent model free controller , 2011 .

[13]  Chih-Hui Chiu,et al.  The Design and Implementation of a Wheeled Inverted Pendulum Using an Adaptive Output Recurrent Cerebellar Model Articulation Controller , 2010, IEEE Transactions on Industrial Electronics.

[14]  T. Murakami,et al.  A Stabilization Control of Bilateral System With Time Delay by Vibration Index—Application to Inverted Pendulum Control , 2009, IEEE Transactions on Industrial Electronics.

[15]  Kouhei Ohnishi,et al.  A Bipedal Locomotion Planning Based on Virtual Linear Inverted Pendulum Mode , 2006 .

[16]  Chih-Hui Chiu.  Adaptive output recurrent cerebellar model articulation controller for nonlinear system control , 2010, Soft Comput..

[17]  Keum Shik Hong,et al.  Navigation Function-Based Control of Multiple Wheeled Vehicles , 2011, IEEE Transactions on Industrial Electronics.

[18]  Wei-Der Chang,et al.  Nonlinear system identification and control using a real-coded genetic algorithm , 2007 .

[19]  Wooi Ping Hew,et al.  An Elevator Group Control System With a Self-Tuning Fuzzy Logic Group Controller , 2010, IEEE Transactions on Industrial Electronics.

[20]  Teresa Orlowska-Kowalska,et al.  Adaptive Sliding-Mode Neuro-Fuzzy Control of the Two-Mass Induction Motor Drive Without Mechanical Sensors , 2010, IEEE Transactions on Industrial Electronics.

[21]  L. Parsa,et al.  Model Reference Adaptive Control of Five-Phase IPM Motors Based on Neural Network , 2011, IEEE Transactions on Industrial Electronics.

[22]  Hing Kai Chan,et al.  A Two-Level Genetic Algorithm to Determine Production Frequencies for Economic Lot Scheduling Problem , 2012, IEEE Transactions on Industrial Electronics.

[23]  Zne-Jung Lee,et al.  A genetic algorithm based robust learning credit assignment cerebellar model articulation controller , 2004, Appl. Soft Comput..

[24]  Arun D. Mahindrakar,et al.  Robust Stabilization of a Class of Underactuated Mechanical Systems Using Time Scaling and Lyapunov Redesign , 2011, IEEE Transactions on Industrial Electronics.

[25]  Michio Sugeno,et al.  On improvement of stability conditions for continuous Mamdani-like fuzzy systems , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[26]  Yoichi Hori,et al.  Control Algorithm for an Independent Motor-Drive Vehicle , 2010, IEEE Transactions on Vehicular Technology.

[27]  Alireza R. Bakhshai,et al.  A Load Adaptive Control Approach for a Zero-Voltage-Switching DC/DC Converter Used for Electric Vehicles , 2012, IEEE Transactions on Industrial Electronics.

[28]  Gianmario Pellegrino,et al.  Performance Comparison Between Surface-Mounted and Interior PM Motor Drives for Electric Vehicle Application , 2012, IEEE Transactions on Industrial Electronics.

[29]  Chun-Jung Chen,et al.  Motion control for a two-wheeled vehicle using a self-tuning PID controller , 2008 .