id ndltd-OhioLink-oai-etd.ohiolink.edu-akron1459356183
record_format oai_dc
spelling ndltd-OhioLink-oai-etd.ohiolink.edu-akron14593561832021-08-03T06:35:05Z Feedback Control for Maximizing Combustion Efficiency of a Combustion Burner System Horning, Marcus Electrical Engineering Engineering PID control combustion burner system state-feedback control combustion efficiency kalman filter PI state estimation system identification prediction error identification An observer-controller pair was designed to regulate the fuel flow rate and the flue-gas oxygen ratio of a combustion boiler. The structure of the observer was a proportional-integral state estimator. The designed controller was composed of a combination of two common controller structures: state-feedback with reference tracking and proportional-integral-derivative(PID).A discrete-time, linear state-space model of the combustion system was developed such that the linear controller and observer could be designed. This required establishing separate models pertaining to the combustion process, actuators, and sensors. The complete model of the combustion system incorporated all three models. The combustion model, which related the flue-gas oxygen ratio to the fuel and oxygen flow rates, was obtained using the mathematical formulas corresponding to combustion of natural gas. The actuators were modeled using measured fuel and oxygen flow rate data for various actuator signals, and fitting the data to a parametric model. The established nonlinear models for the combustion process and actuators required linearization about a specified operating point. The sensors model was then obtained using the predictive error identification technique based on batch input-output data.For the acquired model of the combustion system, a linear quadratic regulator was used to calculate the optimal state feedback gain. The classical controller gains were determined by tuning the gains and evaluating the simulation of the closed-loop response. Computer-aided simulations provided evidence that the controller and state estimator could regulate the desired set point in the presence of moderate disturbances. The observer-controller pair was implemented and verified on an experimental boiler system by means of an embedded system. Even in the presence of a disturbance resulting from a 50% blockage of the surface area of the air intake duct, the closed-loop system was capable of regulating the desired set point for slow-varying reference signal changes. 2016-06-10 English text University of Akron / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=akron1459356183 http://rave.ohiolink.edu/etdc/view?acc_num=akron1459356183 unrestricted This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws.
collection NDLTD
language English
sources NDLTD
topic Electrical Engineering
Engineering
PID control
combustion burner system
state-feedback control
combustion efficiency
kalman filter
PI state estimation
system identification
prediction error identification
spellingShingle Electrical Engineering
Engineering
PID control
combustion burner system
state-feedback control
combustion efficiency
kalman filter
PI state estimation
system identification
prediction error identification
Horning, Marcus
Feedback Control for Maximizing Combustion Efficiency of a Combustion Burner System
author Horning, Marcus
author_facet Horning, Marcus
author_sort Horning, Marcus
title Feedback Control for Maximizing Combustion Efficiency of a Combustion Burner System
title_short Feedback Control for Maximizing Combustion Efficiency of a Combustion Burner System
title_full Feedback Control for Maximizing Combustion Efficiency of a Combustion Burner System
title_fullStr Feedback Control for Maximizing Combustion Efficiency of a Combustion Burner System
title_full_unstemmed Feedback Control for Maximizing Combustion Efficiency of a Combustion Burner System
title_sort feedback control for maximizing combustion efficiency of a combustion burner system
publisher University of Akron / OhioLINK
publishDate 2016
url http://rave.ohiolink.edu/etdc/view?acc_num=akron1459356183
work_keys_str_mv AT horningmarcus feedbackcontrolformaximizingcombustionefficiencyofacombustionburnersystem
_version_ 1719439438819360768