Impact of Modeling Approaches on Dispatch Optimization of Combined Cycle Gas Turbines

Due to the age structure of the German generation system and the nuclear phase out, a significant amount of older power plants will be substituted during the coming years by newly built generation units. Such projects are frequently realized as combined gas and steam turbines, so-called Combined Cycle Power Plants or Combined Cycle Gas Turbines (CCGT). These power plants, mostly fired by natural gas, possess high efficiency factors combined with low specific CO₂-emissions compared to other conventional power plants, e.g. fired by coal and moreover provide a high operational flexibility. As they represent a combination of several thermal processes, their generation planning and optimized dispatch are more demanding than those of existing steam or gas turbines. Therefore, a new formulation of the unit commitment problem is required, including all relevant technical and economic restrictions for scheduling CCGT. In this paper, the relevant characteristics of the different types of CCGT are analyzed. This especially includes part load efficiency and the permitted modes of operation. For modeling of these characteristics and for optimizing the CCGT dispatch, a decomposition approach as well as a linearized closed-loop formulation is introduced. In the decomposition the optimization problem is split into sub problems, which can be solved with specialized algorithms. As the recombination of these sub problems may result in a limitation of the overall solution quality, the closed-loop approach considers the entire problem, but has to linearize the formulation to ensure solvability. By applying both methods on an exemplary case the advantages and shortcomings of both approaches can be analyzed in detail. This comprises model accuracy, overall solution quality and a detailed schedule analysis and comparison. The paper??s results will also show the deviations caused by the different modeling approaches. Finally, the results show the added value of the adequate modeling of combined cycle power plants towards gas or steam turbines.