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Modeling and optimization of a utility system containing multiple extractions steam turbines

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  • Luo, Xianglong
  • Zhang, Bingjian
  • Chen, Ying
  • Mo, Songping

Abstract

Complex turbines with multiple controlled and/or uncontrolled extractions are popularly used in the processing industry and cogeneration plants to provide steam of different levels, electric power, and driving power. To characterize thermodynamic behavior under varying conditions, nonlinear mathematical models are developed based on energy balance, thermodynamic principles, and semi-empirical equations. First, the complex turbine is decomposed into several simple turbines from the controlled extraction stages and modeled in series. THM (The turbine hardware model) developing concept is applied to predict the isentropic efficiency of the decomposed simple turbines. Stodola’s formulation is also used to simulate the uncontrolled extraction steam parameters. The thermodynamic properties of steam and water are regressed through linearization or piece-wise linearization. Second, comparison between the simulated results using the proposed model and the data in the working condition diagram provided by the manufacturer is conducted over a wide range of operations. The simulation results yield small deviation from the data in the working condition diagram where the maximum modeling error is 0.87% among the compared seven operation conditions. Last, the optimization model of a utility system containing multiple extraction turbines is established and a detailed case is analyzed. Compared with the conventional operation strategy, a maximum of 5.47% of the total operation cost is saved using the proposed optimization model.

Suggested Citation

  • Luo, Xianglong & Zhang, Bingjian & Chen, Ying & Mo, Songping, 2011. "Modeling and optimization of a utility system containing multiple extractions steam turbines," Energy, Elsevier, vol. 36(5), pages 3501-3512.
    • Handle: RePEc:eee:energy:v:36:y:2011:i:5:p:3501-3512
    DOI: 10.1016/j.energy.2011.03.056
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    as
    1. Sanjay,, 2011. "Investigation of effect of variation of cycle parameters on thermodynamic performance of gas-steam combined cycle," Energy, Elsevier, vol. 36(1), pages 157-167.
    2. Fast, M. & Palmé, T., 2010. "Application of artificial neural networks to the condition monitoring and diagnosis of a combined heat and power plant," Energy, Elsevier, vol. 35(2), pages 1114-1120.
    3. Salahshoor, Karim & Kordestani, Mojtaba & Khoshro, Majid S., 2010. "Fault detection and diagnosis of an industrial steam turbine using fusion of SVM (support vector machine) and ANFIS (adaptive neuro-fuzzy inference system) classifiers," Energy, Elsevier, vol. 35(12), pages 5472-5482.
    4. Corrado, A. & Fiorini, P. & Sciubba, E., 2006. "Environmental assessment and extended exergy analysis of a “zero CO2 emission”, high-efficiency steam power plant," Energy, Elsevier, vol. 31(15), pages 3186-3198.
    5. Fonseca, João G.S. & Schneider, Paulo S., 2006. "Simulation of a thermal power plant with district heating: Comparative results of 5 different codes," Energy, Elsevier, vol. 31(12), pages 1955-1968.
    6. Pak, Pyong Sik & Lee, Young Duk & Ahn, Kook Young, 2010. "Characteristics and economic evaluation of a power plant applying oxy-fuel combustion to increase power output and decrease CO2 emission," Energy, Elsevier, vol. 35(8), pages 3230-3238.
    7. Montero, Gisela & Pulido, Ricardo & Pineda, Carlos & Rivero, Ricardo, 2006. "Ecotaxes and their impact in the cost of steam and electric energy generated by a steam turbine system," Energy, Elsevier, vol. 31(15), pages 3391-3400.
    8. Kwak, H.-Y. & Kim, D.-J. & Jeon, J.-S., 2003. "Exergetic and thermoeconomic analyses of power plants," Energy, Elsevier, vol. 28(4), pages 343-360.
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