首页|基于NSGA-Ⅱ算法的含汞天然气脱水脱烃单元工艺参数优化

基于NSGA-Ⅱ算法的含汞天然气脱水脱烃单元工艺参数优化

扫码查看
在含汞天然气的脱水脱烃处理过程中,部分汞会进入外输干气.为降低外输干气中汞的质量流量并考虑系统能耗,利用HYSYS软件模拟了高含汞天然气脱水脱烃单元,探究低温分离器进料温度、乙二醇质量分数、乙二醇质量流量对外输干气中汞质量流量以及系统能耗的影响.在此基础上,依据响应面法建立各关键参数与外输干气中汞质量流量以及系统能耗的多目标优化模型,并使用NSGA-Ⅱ(非支配排序遗传算法Ⅱ)进行多目标寻优.结果表明:经过NSGA-Ⅱ算法计算出的Pareto解值与HYSYS模拟值误差小于1%,其结果精确度较高.且经优化后的外输干气中汞的质量流量以及系统能耗均有所下降,故可利用NSGA-Ⅱ算法求解得到的Pareto解集可为天然气脱水脱烃流程的参数优化提供指导.
Process parameter optimization of mercury-containing natural gas dehydration and dehydrocarbon unit based on NSGA-Ⅱ algorithm
Mercury will be transferred into the output dry gas in the mercury-containing natural gas dehydration and dehydrocarbon unit.In order to reduce the mass flow rate of mercury in the output dry gas and consider the system energy consumption,HYSYS software was used to simulate a high mercury-containing natural gas dehydration and dehydrocarbon unit.The influences of the temperature of feed gas to the low temperature separator,the mass fraction of ethylene glycol and the mass flow rate of ethylene glycol on the mass flow rate of mercury in output dry gas and system energy consumption were investigated.On this basis,according to the response surface method,a multi-objective optimization model for key parameters,mass flow rate of mercury in the output dry gas and system energy consumption was established and NSGA-Ⅱ algorithm was used for multi-objective optimization.The results show that the error between the Pareto solution calculated by NSGA-Ⅱ algorithm and the HYSYS simulation value is less than 1%and the accuracy of NSGA-Ⅱ algorithm is reliable.The mass flow rate of mercury in output dry gas and system energy consumption both decrease by optimization of NSGA-Ⅱ algorithm.The Pareto solution set obtained by NSGA-Ⅱ algorithm can provide guidance for parameter optimization of natural gas dehydration and dehydrogenation process.

natural gasHYSYSdehydration and dehydrocarbonparameter optimizationmass flow rate of mercury in output dry gassystem energy comsumption

文驭天、蒲红宇、黄彩英

展开 >

西南石油大学土木工程与测绘学院,四川成都 610500

天然气 HYSYS 脱水脱烃 参数优化 外输干气汞质量流量 系统能耗

2024

化学工程
华陆工程科技有限责任公司

化学工程

CSTPCD北大核心
影响因子:0.438
ISSN:1005-9954
年,卷(期):2024.52(4)
  • 20