Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Self-organizing sensing and actuation for automatic control

Patent ·
OSTI ID:1368192
A Self-Organizing Process Control Architecture is introduced with a Sensing Layer, Control Layer, Actuation Layer, Process Layer, as well as Self-Organizing Sensors (SOS) and Self-Organizing Actuators (SOA). A Self-Organizing Sensor for a process variable with one or multiple input variables is disclosed. An artificial neural network (ANN) based dynamic modeling mechanism as part of the Self-Organizing Sensor is described. As a case example, a Self-Organizing Soft-Sensor for CFB Boiler Bed Height is presented. Also provided is a method to develop a Self-Organizing Sensor.
Research Organization:
CYBOMEDICAL, INC. Rancho Cordova, CA (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
SC0008235
Assignee:
CYBOMEDICAL, INC.
Patent Number(s):
9,696,699
Application Number:
14/082,059
OSTI ID:
1368192
Country of Publication:
United States
Language:
English

References (4)

Application of Multisensor Data Fusion Based on RBF Neural Networks for Drum Level Measurement conference June 2006
The Application of BP Neural Network to Bed Temperature Control System of CFB Boiler conference May 2009
Self-organizing and Self-stabilizing Role Assignment in Sensor/Actuator Networks
  • Weis, Torben; Parzyjegla, Helge; Jaeger, Michael A.
  • On the Move to Meaningful Internet Systems 2006: CoopIS, DOA, GADA, and ODBASE, p. 1807-1824 https://doi.org/10.1007/11914952_52
book January 2006
A Study on Model of Multisensor Information Fusion and its Application conference January 2006

Similar Records

In-Situ Sensing and Dynamics Predictions for Electrothermally-Actuated Soft Robot Limbs
Journal Article · 2022 · Frontiers in Robotics and AI · OSTI ID:1868106

Characteristics of self-sensing actuation for active control
Conference · 1996 · OSTI ID:432963

Model-free adaptive control of advanced power plants
Patent · 2015 · OSTI ID:1210492

Related Subjects