TY - JOUR
T1 - Exergy-based weighted optimization and smart decision-making for renewable energy systems considering economics, reliability, risk, and environmental assessments
AU - Tariq, Shahzeb
AU - Safder, Usman
AU - Yoo, Chang Kyoo
N1 - Publisher Copyright:
© 2022 Elsevier Ltd
PY - 2022/7
Y1 - 2022/7
N2 - A holistic analytical and smart management approach is proposed to investigate the performance of renewable-based tri-generation system to generate power, cooling, and domestic hot water with a simultaneous consideration of several operational, design, and system feasibility aspects in a framework. The proposed configuration consisted of a solar driven organic Rankine cycle, and double-effect absorption refrigeration cycle integrated with a Kalina cycle. To analyze environmental implications, life cycle assessments are performed, while further evaluations are conducted utilizing algebraic thermo-mathematical programming. Hazard study and thermal reliability analysis are also performed to analyze the safety and failure rate of the system. Additionally, four critical scenarios are defined: safe urban deployment, economic viability, reliable operation, and sustainable development. In accordance with the four specified scenarios the integrated system is globally optimized using a weighted multi-objective optimization. Following that, a suitable optimum system and fluid allocation is conducted based on hybrid deterministic decision-making technique under smart management. The optimization results showed that the total exergorisk, system reliability, and environmental impact can be simultaneously improved in the range of 4.08–28.3%, 4.14–13.9%, and 1.65–24.6%, in all scenarios employing various working fluids, respectively. Additionally, the system achieves lowest overall cost rate (4.17USD·s−1) with R113, while the highest energetic efficiency (46.3%) and system reliability of (91.2%) was associated with R365mfc. Finally, a comparative analysis indicates a CO2 saving potential of 6646, 4883, and 2878 tons/year in comparison to coal, fuel oil, and natural gas based integrated energy systems.
AB - A holistic analytical and smart management approach is proposed to investigate the performance of renewable-based tri-generation system to generate power, cooling, and domestic hot water with a simultaneous consideration of several operational, design, and system feasibility aspects in a framework. The proposed configuration consisted of a solar driven organic Rankine cycle, and double-effect absorption refrigeration cycle integrated with a Kalina cycle. To analyze environmental implications, life cycle assessments are performed, while further evaluations are conducted utilizing algebraic thermo-mathematical programming. Hazard study and thermal reliability analysis are also performed to analyze the safety and failure rate of the system. Additionally, four critical scenarios are defined: safe urban deployment, economic viability, reliable operation, and sustainable development. In accordance with the four specified scenarios the integrated system is globally optimized using a weighted multi-objective optimization. Following that, a suitable optimum system and fluid allocation is conducted based on hybrid deterministic decision-making technique under smart management. The optimization results showed that the total exergorisk, system reliability, and environmental impact can be simultaneously improved in the range of 4.08–28.3%, 4.14–13.9%, and 1.65–24.6%, in all scenarios employing various working fluids, respectively. Additionally, the system achieves lowest overall cost rate (4.17USD·s−1) with R113, while the highest energetic efficiency (46.3%) and system reliability of (91.2%) was associated with R365mfc. Finally, a comparative analysis indicates a CO2 saving potential of 6646, 4883, and 2878 tons/year in comparison to coal, fuel oil, and natural gas based integrated energy systems.
KW - Climate change adaptation
KW - Life cycle assessment
KW - Solar collector
KW - System reliability
KW - Trigeneration system
UR - http://www.scopus.com/inward/record.url?scp=85127965363&partnerID=8YFLogxK
U2 - 10.1016/j.rser.2022.112445
DO - 10.1016/j.rser.2022.112445
M3 - Article
AN - SCOPUS:85127965363
SN - 1364-0321
VL - 162
JO - Renewable and Sustainable Energy Reviews
JF - Renewable and Sustainable Energy Reviews
M1 - 112445
ER -