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Thermo-economic and environmental optimization using PSO of solar organic Rankine cycle with flat plate solar collector
被引:9
|作者:
Ochoa, Guillermo Valencia
[1
]
Ortiz, Eunice Villican
[2
]
Forero, Jorge Duarte
[3
]
机构:
[1] Univ Atlantico, Dept Mech Engn, Barranquilla 081007, Colombia
[2] Univ Ingn & Tecnol UTEC, Energy Engn, Lima 15063, Peru
[3] Univ Atlantico, Engn Fac, Mechancial Engn Dept, Carrera 30,8-9, Barranquilla 080007, Colombia
来源:
关键词:
Thermo;
-economic;
Solar organic Rankine cycle;
Flat -plate collector;
PSO optimization;
Environmental impact;
Hourly simulations;
CONDENSATION HEAT-TRANSFER;
PRESSURE-DROP;
WASTE HEAT;
ORC;
PERFORMANCE;
DRIVEN;
ENERGY;
SYSTEM;
DESIGN;
FLUIDS;
D O I:
10.1016/j.heliyon.2023.e13697
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
The use of solar energy is considered a potential strategy for the production of electrical energy through thermal heat sources. This article portrays a study framed to be energetic, economic, and environmental fields. This study was carried out in two thermal configurations: the Regenerative Rankine Cycle (RORC) and the Simple Organic Rankine Cycle (SORC), which use solar energy to supply electrical power to a building. The thermodynamic and economic models were proposed for each subsystem of the thermal process, allowing hourly simulations to know the economic indicators such as the payback period (PBP), the levelized cost of energy (LCOE), the specific investment cost (SIC), and the initial investment cost (CInv). The effect of operational variables such as the pressure ratio (rp), the evaporator pinch point temperature (Ap), the condensation pinch point temperature (Tcond), and the solar collector area (Ac) on the Relative Annual Benefit (RAB) were studied. Finally, the Particle Swarm Optimization (PSO) algorithm was implemented to optimize the economic indicators and the environmental impact of the thermal configurations. Results showed that the RORC configuration presented a better performance in terms of generation, purchase, and hourly sale of energy. However, in terms of RAB, the SORC (39,833 USD/ year) showed better results in contrast to the RORC (39,604 USD/year) for an evaporator pinch point temperature of 35 degrees C. Finally, the application of the PSO optimization algorithm allowed the reduction of the LCOE (11.64%), SIC (11.67%), and PBP (11.81%) thermo-economic indicators from the base condition for the SORC, and the reductions obtained in the RORC were LCOE (18.11%), SIC (10.67%), and PBP (11.11%). However, the decrease in environmental Impact for both systems was less than 1% as a consequence of the high contribution of thermal oil in the construction phase of the system.
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页数:28
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