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Combined proportional plus integral (PI) and neural network (nN) controller

IPC분류정보
국가/구분 United States(US) Patent 등록
국제특허분류(IPC7판)
  • G05B-013/02
  • G06E-001/00
  • G06E-003/00
  • F01N-003/00
출원번호 US-0238575 (2002-09-09)
발명자 / 주소
  • Hittle,Douglas C.
  • Anderson,Charles
  • Young,Peter M.
  • Delnero,Christopher
  • Anderson,Michael
출원인 / 주소
  • Colorado State University Research Foundation
대리인 / 주소
    Macheledt Bales&
인용정보 피인용 횟수 : 8  인용 특허 : 26

초록

A neural network controller in parallel with a proportional-plus-integral (PI) feedback controller in a control system. At least one input port of the neural network for receiving an input signal representing a condition of a process is included. A first set of data is obtained that includes a plura

대표청구항

What is claimed is: 1. A neural network controller in parallel with a proportional-plus-integral feedback controller in a control system, the system comprising: at least one input port of the neural network controller for receiving an input signal representing a condition of a process; a first set

이 특허에 인용된 특허 (26)

  1. Ichishi Yoshinori,JPX ; Kawai Takayoshi,JPX ; Ito Yuji,JPX ; Samukawa Katsuhiko,JPX ; Kajino Yuichi,JPX, Air-conditioning device.
  2. Uchikawa Akira (Atsugi JPX), Apparatus and method for controlling the air-fuel ratio of an internal combustion engine.
  3. Mathur Anoop K. (4341 Rustic Pl. Shoreview MN 55126) Samad Tariq (5212 Xerxes Ave. South Minneapolis MN 55410), Closed loop neural network automatic tuner.
  4. Bhat Naveen V. (2100 S. Gessner ; Apt. 1506 Houston TX 77063) Braden William B. (2229 W. Alabama Houston TX 77098) Heckendoorn Kent E. (2718 Cason Houston TX 77005) Graettinger Timothy J. (221 Bluest, Control system using an adaptive neural network for target and path optimization for a multivariable, nonlinear process.
  5. Hamburg Douglas R. (6899 Sandalwood Dr. Bloomfield MI 48301) Reed Dennis C. (41795 Elk Plymouth MI 48170) Zorka Nicholas G. (8117 Sleepy Time Ct. Clarkston MI 48348), Engine lean air/fuel control system.
  6. Ahmed Osman (Buffalo Grove IL) Mitchell John W. (Madison WI) Klein Sanford A. (Madison WI), HVAC distribution system identification.
  7. Klimasauskas Casimir C. ; Guiver John P., Hybrid linear-neural network process control.
  8. Liang, Jui-Ming; Wang, Pei-Jen, Intelligent control method for injection machine.
  9. Khan Emdadur R. (San Jose CA), Intelligent controller with neural network and reinforcement learning.
  10. Khan Emdadur R. (San Jose CA), Intelligent servomechanism controller.
  11. Hansen Peter D. (Wellesley Hills MA) Badavas Paul C. (Southboro MA), Method and apparatus for controlling multivariable nonlinear processes.
  12. Ahmed Osman, Method and apparatus for determining a thermal setpoint in a HVAC system.
  13. Qin S. Joe, Method and apparatus for fuzzy logic control with automatic tuning.
  14. Mathur Anoop ; Samad Tariq, Method for developing a neural network tool for process identification.
  15. Hansen Peter D. (Wellesley Hills MA) Badavas Paul C. (Southboro MA), Multivariable nonlinear process controller.
  16. Wang Shay-Ping Thomas, Neural network and method of using same.
  17. Wang Shay-Ping Thomas, Neural network and method of using same.
  18. Shavit Gideon, Neural network including input normalization for use in a closed loop control system.
  19. Skeirik Richard D. (Newark DE), Neural network process measurement and control.
  20. Samad Tariq, Nonlinear-approximator-based automatic tuner.
  21. Skeirik Richard D. (Newark DE), On-line training neural network system for process control.
  22. Isik Can (Syracuse NY) Zagrobelny Joseph (Kingston CAX), Predictive control of rolling mills using neural network gauge estimation.
  23. Ahmed Osman ; Mitchell John W. ; Klein Sanford A., Room pressure control apparatus having feedforward and feedback control and method.
  24. Ahmed Osman ; Mitchell John W. ; Klein Sanford A., Room temperature control apparatus having feedforward and feedback control and method.
  25. Yoda Fumio, Self-organizing neural network for pattern classification.
  26. Lu Yong-Zai (Sacramento CA) Cheng George S. (Sacramento CA) Manoff Michael (Sacramento CA), Universal process control using artificial neural networks.

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  1. Abdur-Rahim, Abu Hamed Mohammed; Raza, Syed Ahmed, Adaptive pitch control system for wind generators.
  2. Liu, Bao; Wang, Junhong, Control algorithm based on modeling a controlled object.
  3. Takahashi,Tatsuhiko, Device for correcting fuel injection amount of internal combustion engine, and control apparatus for internal combustion engine employing the device.
  4. Augustin,Thom; Malone,Christopher Gregory; Simon,Glenn Cochran, Electronic device environmental effect prediction.
  5. Hac,Aleksander B.; Bedner,Edward J., Feedforward control of motor vehicle roll angle.
  6. Zhao, Futao; Fan, Junqiang; Mijanovic, Stevo, HVAC system relay autotuning and verification.
  7. Sugimoto, Yasunori, Machine learning apparatus and coil electric heating apparatus.
  8. Kumar,Aditya, Multivariable controller design method for multiple input/outputs systems with multiple input/output constraints.
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