| ชื่อเรื่อง | : | Auto-compensation of nonlinear influence of environmental parameters on the sensor characteristics using neural networks |
| นักวิจัย | : | Patra, Jagdish Chandra , Ang, Ee Luang , Das, Amitabha , Chaudhari, Narendra Shivaji |
| คำค้น | : | DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation |
| หน่วยงาน | : | Nanyang Technological University, Singapore |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2548 |
| อ้างอิง | : | Patra, J. C., Ang, E. L., Das, A., & Chaudhari, N. S. (2005). Auto-compensation of nonlinear influence of environmental parameters on the sensor characteristics using neural networks. ISA Transactions, 44, 165-176. , 0019-0578 , http://hdl.handle.net/10220/7092 , http://dx.doi.org/10.1016/S0019-0578(07)60175-X , 119835 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | ISA transactions |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | Usually the environmental parameters influence the sensor characteristics in a nonlinear manner. Therefore obtaining correct readout from a sensor under varying environmental conditions is a complex problem. In this paper we propose a neural network (NN)-based interface framework to automatically compensate for the nonlinear influence of the environmental temperature and the nonlinear-response characteristics of a capacitive pressure sensor (CPS) to provide correct readout. With extensive simulation studies we have shown that the NN-based inverse model of the CPS can estimate the applied pressure with a maximum error of ± 1.0% for a wide temperature variation from 0 to 250°C. A microcontroller unit-based implementation scheme is also proposed. |
| บรรณานุกรม | : |
Patra, Jagdish Chandra , Ang, Ee Luang , Das, Amitabha , Chaudhari, Narendra Shivaji . (2548). Auto-compensation of nonlinear influence of environmental parameters on the sensor characteristics using neural networks.
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Patra, Jagdish Chandra , Ang, Ee Luang , Das, Amitabha , Chaudhari, Narendra Shivaji . 2548. "Auto-compensation of nonlinear influence of environmental parameters on the sensor characteristics using neural networks".
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Patra, Jagdish Chandra , Ang, Ee Luang , Das, Amitabha , Chaudhari, Narendra Shivaji . "Auto-compensation of nonlinear influence of environmental parameters on the sensor characteristics using neural networks."
กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2548. Print. Patra, Jagdish Chandra , Ang, Ee Luang , Das, Amitabha , Chaudhari, Narendra Shivaji . Auto-compensation of nonlinear influence of environmental parameters on the sensor characteristics using neural networks. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2548.
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