Publication

• Active Vibration Control
• Aeronautics Research
• Astronautics Research
• Biomedical Engineering
• Classical Controls
• Composite Structures
• Control of SMAs
• Feedback Control of an SMA Actuator Without a Sensor
• Fiber Optical Sensors
• Hysteresis Modeling and Compensation
• Input Shaping
• Liquid Dampers
• Magnetorheological Fluids
• MEMS
• Modulation Techniques
• Neural Network based Controls
• Other Areas
• Passive and Semi-active Structural Control
• Piezoceramics
• Pulse Modulation Techniques in Control
• Review Articles
• Robotics
• Shape Control
• Shape Control 2

• Shape Control to Reduce Actuating Power
• Shape Memory Alloys
• Sliding Mode Based Controls
• Strain Sensor
• Teaching Equipment Development
• Teaching Experience
• Vibration of Beam Type Structures
• Vibration of Model Frame Structures
• Vibration of Truss Structures

Feedback Control of an SMA Actuator Without a Sensor

1. G. Song, V. Chaudhry and C. Batur. “A Neural Network Inverse Model for a Shape Memory Alloy Wire Actuator,” Journal of Intelligent Material Systems and Structures, Vol.14, No. 6, pp.371-378, 2003. (SCI, EI)
2. N. Ma, G. Song, and H-J Lee, “Position control of Shape Memory Alloy actuators with internal electrical resistance feedback using neural networks,” Smart Materials and Structures, volume 13, No 4, pp. 777-783, June, 2004. (SCI, EI)