ABSTRACT
In this research
work, a 100MW gas turbine (GT) plant simulated with a retrofitted compressor and
intercooler was optimized using the particle swarm optimization (PSO) method.
Exergetic and exergoecoflomic analysis of the GT components was also evaluated.
The performance parameters considered include exergy efficiency, exergy
destruction, compressor and turbine isentropic efficiency, and turbine inlet
temperature (TIT). The GT data were obtained from the plant log sheet at base
and operational conditions. Simulation was performed to obtain temperature and
pressure at different state points for the two case scenario. The cost exergy
streams was also attained by means of exergoeconomic balances with respect to
plant components to provide a platform for cost rate optimization. The PSO
algorithm was applied on an objective function modelled as a function of GT
operating parameters, which formed the decision variables. The latter was used
to determine an optimum configuration for reduced plant performance.
Accordingly, the results obtained indicate a reduction in the overall exergy
destruction rate and its associated cost. The values were between 75.938 MW and
564.84 $/hour respectively. In addition, the optimized results with PSO shows a
reduction of 27 % and 24.5 %, correspondently for exergy destruction and total
cost of exergy stream. Great potential for cost savings in plant operation with
intercooling was highlighted with reduction in overall exergoeconomic factor
from 0.53 to 0.1 73 and 8 % increase in the exergetic efficiency. The result
also show a cost reduction from 4060 $/hour to 3421 $/hour at optimum, with 20
particles and 70 iterations while keeping the decision variables within
accepted thermodynamic limits. In conclusion, the intercooling improves the
power output by 3.5 % and the PSO method was found a good tool for GT
optimization.
EKWE, B (2021). An Optimized Exergoeconomic Model For A Gas Turbine Plant With Intercooled Compression Using The Particle Swarm Method. Repository.mouau.edu.ng: Retrieved Nov 22, 2024, from https://repository.mouau.edu.ng/work/view/an-optimized-exergoeconomic-model-for-a-gas-turbine-plant-with-intercooled-compression-using-the-particle-swarm-method-7-2
BASSEY, EKWE. "An Optimized Exergoeconomic Model For A Gas Turbine Plant With Intercooled Compression Using The Particle Swarm Method" Repository.mouau.edu.ng. Repository.mouau.edu.ng, 28 Oct. 2021, https://repository.mouau.edu.ng/work/view/an-optimized-exergoeconomic-model-for-a-gas-turbine-plant-with-intercooled-compression-using-the-particle-swarm-method-7-2. Accessed 22 Nov. 2024.
BASSEY, EKWE. "An Optimized Exergoeconomic Model For A Gas Turbine Plant With Intercooled Compression Using The Particle Swarm Method". Repository.mouau.edu.ng, Repository.mouau.edu.ng, 28 Oct. 2021. Web. 22 Nov. 2024. < https://repository.mouau.edu.ng/work/view/an-optimized-exergoeconomic-model-for-a-gas-turbine-plant-with-intercooled-compression-using-the-particle-swarm-method-7-2 >.
BASSEY, EKWE. "An Optimized Exergoeconomic Model For A Gas Turbine Plant With Intercooled Compression Using The Particle Swarm Method" Repository.mouau.edu.ng (2021). Accessed 22 Nov. 2024. https://repository.mouau.edu.ng/work/view/an-optimized-exergoeconomic-model-for-a-gas-turbine-plant-with-intercooled-compression-using-the-particle-swarm-method-7-2