TY - JOUR
T1 - On the CAMD method based on PC-SAFT for working fluid design of a high-temperature organic Rankine cycle
AU - Wang, Enhua
AU - Mao, Jingwen
AU - Zhang, Bo
AU - Wang, Yongzhen
N1 - Publisher Copyright:
© 2022 Elsevier Ltd
PY - 2023/1/15
Y1 - 2023/1/15
N2 - Working fluid is of great importance on the performance of organic Rankine cycle (ORC). Novel working fluids can be designed based on the computer-aided molecular design (CAMD) method. In this study, a working fluid design approach using CAMD for a high-temperature ORC is investigated. First, the molecular structures of 129 working fluids are obtained. Then, the thermodynamic performances are determined using the group-contribution PC-SAFT and the results of the top 10 working fluids are analysed. Finally, the feasibility of three correlations for a quick selection of the working fluid is estimated and the relation between the PC-SAFT parameters and the ORC performance is discussed. The results indicate that a high prediction accuracy on the net power of ORC is achieved by PC-SAFT Equation of State with a deviation of less than 5%. However, certain deviations exist for the PC-SAFT parameters when the group contribution method is used. Meanwhile, the PC-SAFT parameters of the top 20 working fluids distribute in a large space and the conventional two-stage optimization algorithm may ignore some suboptimal working fluids. With regard to the high-temperature ORC for exhaust heat recovery, the designed top 5 working fluids are toluene, ethynyl cyclohexane, benzene, propenyl cyclopentane, vinyl cyclohexane. It is better to select the suitable working fluid from a candidate set containing the top 10–20 fluids such that the negative impact of the uncertainties originated from the group-contribution PC-SAFT method is avoided.
AB - Working fluid is of great importance on the performance of organic Rankine cycle (ORC). Novel working fluids can be designed based on the computer-aided molecular design (CAMD) method. In this study, a working fluid design approach using CAMD for a high-temperature ORC is investigated. First, the molecular structures of 129 working fluids are obtained. Then, the thermodynamic performances are determined using the group-contribution PC-SAFT and the results of the top 10 working fluids are analysed. Finally, the feasibility of three correlations for a quick selection of the working fluid is estimated and the relation between the PC-SAFT parameters and the ORC performance is discussed. The results indicate that a high prediction accuracy on the net power of ORC is achieved by PC-SAFT Equation of State with a deviation of less than 5%. However, certain deviations exist for the PC-SAFT parameters when the group contribution method is used. Meanwhile, the PC-SAFT parameters of the top 20 working fluids distribute in a large space and the conventional two-stage optimization algorithm may ignore some suboptimal working fluids. With regard to the high-temperature ORC for exhaust heat recovery, the designed top 5 working fluids are toluene, ethynyl cyclohexane, benzene, propenyl cyclopentane, vinyl cyclohexane. It is better to select the suitable working fluid from a candidate set containing the top 10–20 fluids such that the negative impact of the uncertainties originated from the group-contribution PC-SAFT method is avoided.
KW - CAMD
KW - Exhaust heat recovery
KW - Group contribution
KW - Organic rankine cycle
KW - PC-SAFT
KW - Working fluid design
UR - http://www.scopus.com/inward/record.url?scp=85141240804&partnerID=8YFLogxK
U2 - 10.1016/j.energy.2022.125935
DO - 10.1016/j.energy.2022.125935
M3 - Article
AN - SCOPUS:85141240804
SN - 0360-5442
VL - 263
JO - Energy
JF - Energy
M1 - 125935
ER -
