Data-driven optimization of high-dimensional variables in proton exchange membrane water electrolysis membrane electrode assembly assisted by machine learning

Y Zhang, A Tan, Z Yuan, K Zhao, X Shi… - Industrial & …, 2024 - ACS Publications
The optimization of the membrane electrode assembly (MEA) is crucial for enhancing the
performance of proton exchange membrane water electrolysis. Nevertheless, achieving …

Microfluidic platforms for characterization of crude oil emulsion stability

H Ghasemi, S Mozaffari… - Canadian Journal of …, 2022 - cdnsciencepub.com
Microfluidic technology has gained significant scientific interest in the characterization of
crude oil emulsions that are often formed in the process of oil production. Microfluidic …

Optimization method for mixed refrigerants in Joule–Thomson refrigerators with fixed-temperature heat loads

Y Wang, Y Zhao, Y Sun, H Wang, H Guo… - Applied Thermal …, 2023 - Elsevier
Abstract Mixed-refrigerant Joule–Thomson refrigeration is a widely used and effective
method for refrigeration in the temperature range of 80–230 K. The demand for cooling heat …

[HTML][HTML] Performance evaluation and comparison of commonly used optimization algorithms for natural gas liquefaction processes

H Sun, J Geng, F Na, G Rong, C Wang - Energy Reports, 2022 - Elsevier
The genetic algorithm (GA), particle swarm optimization (PSO) algorithm, and BOX algorithm
have been used in natural gas liquefaction process optimization. Three algorithms all can …

Screening of alkali metal-exchanged zeolites for nitrogen/methane separation

SH Mousavi, K Chen, J Yao, A Zavabeti, JZ Liu, GK Li - Langmuir, 2023 - ACS Publications
Methane (CH4) is the primary component of natural gas and must be purified to a certain
level before it can be used as pipeline gas or liquified natural gas (LNG). In particular …

Nitrogen rejection in natural gas using NaZSM-25 zeolite

SH Mousavi, J Tamnanloo, AH Mokarizadeh… - Physical Chemistry …, 2023 - pubs.rsc.org
Natural gas reservoirs usually contain considerable amounts of nitrogen (N2). Methane
(CH4) as the main component in natural gas must be purified before transferring to the …

Compositions optimization method based on the effective refrigeration effect for Mixed-refrigerant Joule-Thomson refrigerators cooling distributed-temperature heat …

Y Wang, H Wang, Y Zhao, M Gong, K Wang… - International Journal of …, 2023 - Elsevier
Abstract Mixed-refrigerant Joule-Thomson refrigeration (MJTR) is the dominant technology
for cooling distributed-temperature heat loads, such as natural gas liquefaction. The mixed …

Development of an energy-efficient single mixed refrigerant cycle for small-scale LNG production

F Almeida-Trasvina, R Smith… - Industrial & Engineering …, 2021 - ACS Publications
Energy-intensive single mixed refrigerant (SMR) cycles are employed to produce liquefied
natural gas (LNG) at small scale. The energy required for refrigerant compression (shaft …