Multiscale modeling and nonlinear model predictive control for flue gas desulfurization

被引:13
作者
Dabadghao, Vibhav [1 ]
Biegler, Lorenz T. [1 ]
Bhattacharyya, Debangsu [2 ]
机构
[1] Carnegie Mellon Univ, 5000 Forbes Ave, Pittsburgh, PA 15213 USA
[2] West Virginia Univ, 1306 Evansdale Dr,POB 6102, Morgantown, WV 26506 USA
关键词
Flue gas desulfurization; Index reduction; Nonlinear model predictive control; DIFFERENTIAL-ALGEBRAIC EQUATIONS; LIMESTONE DISSOLUTION; INDEX REDUCTION; SO2; ABSORPTION;
D O I
10.1016/j.ces.2022.117451
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
The primary source of sulfur dioxide (SO2) emissions is flue gas from fossil fuels-based power plants. SO2 emissions are known to not only cause health issues, but also have an adverse effect on the environment in various ways. Several Flue Gas Desulfurization (FGD) technologies have been incorporated in power plants. The most popular technology is Wet FGD, where a limestone slurry is used to absorb SO2 from the flue gas. A detailed droplet scale model describing the instantaneous and finite rate chemistry is developed. The ill-posed Differential-Algebraic Equation (DAE) droplet model is reformulated to a well-posed index-1 DAE through index reduction. The droplet model is integrated with the bulk phase by incorporating gas-liquid mass transfer, and an oxidation reactor model to simulate the dynamic operation of the counter-current spray scrubber. As a result, the model has a well-conditioned Jacobian and overcomes the modeling challenges of previous works and enables numerical solution without requiring carefully selected initialization or specialized solution procedures. The model is successfully validated using power plant measurements, and nonlinear model predictive control (NMPC) studies are demonstrated to optimize recycle stream flowrates to minimize pumping costs. (C) 2022 The Authors. Published by Elsevier Ltd.
引用
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页数:15
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