Exergoenvironmental analysis and optimization of a cogeneration plant system using Multimodal Geneti

In the present work, a combined heat and power plant for cogeneration purposes that produces 50MW of electricity and 33.3kg/s of saturated steam at 13bar is optimized using genetic algorithm. The design parameters of the plant considered are compressor pressure ratio (rAC), compressor isentropic efficiency (ηcomp), gas turbine isentropic efficiency (ηGT), combustion chamber inlet temperature (T3), and turbine inlet temperature (TIT). In addition, to optimally find the optimum design parameters, an exergoeconomic approach is employed. A new objective function, representing total cost rate of the system product including cost rate of each equipment (sum of the operating cost, related to the fuel consumption) and cost rate of environmental impact (NOx and CO) is considered. Finally, the optimal values of decision variables are obtained by minimizing the objective function using evolutionary genetic algorithm. Moreover, the influence of changes in the demanded power on various design parameters are parametrically studied for 50, 60, 70MW of net power output. The results show that for a specific unit cost of fuel, the values of design parameters increase, as the required, with net power output increases. Also, the variations of the optimal decision variables versus unit cost of fuel reveal that by increasing the fuel cost, the pressure ratio, rAC, compressor isentropic efficiency, ηAC, turbine isentropic efficiency, ηGT, and turbine inlet temperature (TIT) increase.

[1]  Ibrahim Dincer,et al.  Exergy: Energy, Environment and Sustainable Development , 2007 .

[2]  Ibrahim Dincer,et al.  Environmental and sustainability aspects of hydrogen and fuel cell systems , 2007 .

[3]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[4]  I Dincer,et al.  Exergetic analysis of cogeneration-based district energy systems , 2004 .

[5]  Haydar Aras,et al.  Energetic and exergetic performance evaluation of a combined heat and power system with the micro gas turbine (MGTCHP) , 2007 .

[6]  Engin Gedik,et al.  Performance analysis of open cycle gas turbines , 2009 .

[7]  Arif Hepbasli,et al.  Exergetic performance evaluation of a combined heat and power (CHP) system in Turkey , 2007 .

[8]  M. A. Ehyaei,et al.  Energy, economic and environmental (3E) analysis of a micro gas turbine employed for on-site combined heat and power production , 2010 .

[9]  Andrea Toffolo,et al.  Energy, economy and environment as objectives in multi-criterion optimization of thermal systems design , 2004 .

[10]  Mohammad Ameri,et al.  The Study of Ambient Temperature Effects on Exergy Losses of a Heat Recovery Steam Generator , 2007 .

[11]  Klaus Lucas,et al.  Pareto optimization of a combined cycle power system as a decision support tool for trading off investment vs. operating costs , 2003 .

[12]  Antonio Valero,et al.  CGAM Problem: Definition and Conventional Solution , 1994 .

[13]  Abdul Khaliq,et al.  Thermodynamic evaluation of gas turbines for cogeneration applications , 2009 .

[14]  Ibrahim Dincer,et al.  Thermodynamic analysis of reheat cycle steam power plants , 2001 .

[15]  Ö. Gülder Flame Temperature Estimation of Conventional and Future Jet Fuels , 1986 .

[16]  Ibrahim Dincer,et al.  Exergoeconomic analysis of power plants operating on various fuels , 2003 .

[17]  Ibrahim Dincer,et al.  On energetic, exergetic and environmental aspects of drying systems , 2002 .

[18]  Mohammad Ameri,et al.  Energy, exergy and exergoeconomic analysis of a steam power plant: A case study , 2009 .

[19]  Isam H. Aljundi,et al.  Energy and exergy analysis of a steam power plant in Jordan , 2009 .

[20]  Mohammad Ameri,et al.  Thermodynamic analysis of a tri-generation system based on micro-gas turbine with a steam ejector refrigeration system , 2010 .

[21]  Pouria Ahmadi,et al.  Optimization of Combined Cycle Power Plant Using Sequential Quadratic Programming , 2008 .

[22]  Ho-Young Kwak,et al.  Cost structure of CGAM cogeneration system , 2004 .

[23]  M. J. Moran,et al.  Thermal design and optimization , 1995 .

[24]  Kamil Kahveci,et al.  Energy–exergy analysis and modernization suggestions for a combined‐cycle power plant , 2006 .

[25]  N. K. Rizk,et al.  Semianalytical Correlations for NOx, CO, and UHC Emissions , 1993 .

[26]  Jan Szargut,et al.  Exergy Analysis of Thermal, Chemical, and Metallurgical Processes , 1988 .

[27]  Pradeep K. Sahoo,et al.  Exergoeconomic analysis and optimization of a cogeneration system using evolutionary programming , 2008 .

[28]  Arif Hepbasli,et al.  Exergoeconomic analysis of a combined heat and power (CHP) system , 2008 .

[29]  George Tsatsaronis,et al.  Exergoeconomic evaluation and optimization of energy systems — application to the CGAM problem , 1994 .

[30]  Michael von Spakovsky,et al.  Application of Engineering Functional Analysis to the Analysis and Optimization of the CGAM Problem , 1994 .

[31]  Andrea Toffolo,et al.  Evolutionary algorithms for multi-objective energetic and economic optimization in thermal system design , 2002 .

[32]  Antonio Valero,et al.  Application of the exergetic cost theory to the CGAM problem , 1994 .

[33]  Christos A. Frangopoulos,et al.  Application of the thermoeconomic functional approach to the CGAM problem , 1994 .

[34]  Ibrahim Dincer,et al.  Exergy-cost-energy-mass analysis of thermal systems and processes , 2003 .

[35]  Ibrahim Dincer,et al.  Understanding energy and exergy efficiencies for improved energy management in power plants , 2007 .

[36]  Mohammad Ameri,et al.  Exergy analysis of a 420 MW combined cycle power plant , 2008 .

[37]  Pouria Ahmadi,et al.  Thermo‐economic‐environmental multiobjective optimization of a gas turbine power plant with preheater using evolutionary algorithm , 2011 .

[38]  I. Dincer,et al.  Exergy as the confluence of energy, environment and sustainable development , 2001 .

[39]  T. J. Kotas,et al.  The Exergy Method of Thermal Plant Analysis , 2012 .

[40]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .