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Minimization of Fuel Consumption of Natural Gas Compressor Stations with Similar and Dissimilar Turbo-Compressor Units

机译:具有相似和不相似的涡轮压缩机组的天然气压缩机站的燃油消耗最小化

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This paper studies and compares the results of a simple and fast heuristic method, genetic algorithm (GA), and the exhaustive search method (ES) concerning the minimization of fuel consumption of a natural gas compressor station (CS). The results, obtained for an input data set [natural gas flow rate of 150 million standard cubic meters per day (MMSCMD), suction pressure of 5.45 MPa, and discharge pressure of 6.9 MPa], showed that for a CS with similar turbo-compressor (TC) units, all of the applied methods achieved the same solution (fuel consumption rate of 3.620 kg/s). By contrast, for a CS with dissimilar TC units, the GA and ES methods attained a lower fuel consumption rate (3.738 kg/s) than that obtained by the heuristic method (3.753 kg/s). The effect of changing the CS flow rate, suction, and discharge pressures on optimal fuel consumption rate was also investigated. In the first case study, a 100 MMSCMD (or 100%) increase in the flow rate, 8.3 bar (or 13%) increase in discharge pressure, and 8.3 bar (or 14%) reduction in the suction pressure of the CS caused the optimal fuel consumption rate to increase by 2.41 kg/s (or 99%), 1.02 kg/s (or 33%), and 1.72 kg/s (or 60%), respectively. In the second case study, for the same changes of flow rate, discharge, and suction pressures mentioned previously, the optimal fuel consumption rate increased by 2.72 kg/s (or 112%), 1.03 kg/s (or 32%), and 1.71 kg/s (or 58%), respectively.
机译:本文研究并比较了一种简单快速的启发式方法,遗传算法(GA)和涉及最小化天然气压缩机站(CS)燃料消耗的详尽搜索方法(ES)的结果。对于输入数据集[天然气流量为每天1.5亿标准立方米(MMSCMD),吸气压力为5.45 MPa,排气压力为6.9 MPa]获得的结果表明,对于具有类似涡轮压缩机的CS (TC)单位,所有应用的方法均达到相同的解决方案(燃油消耗率为3.620 kg / s)。相比之下,对于具有不同TC单位的CS,GA和ES方法的燃油消耗率(3.738 kg / s)比启发式方法的燃油消耗率(3.753 kg / s)低。还研究了改变CS流量,吸气和排气压力对最佳燃油消耗率的影响。在第一个案例研究中,CS的吸入压力增加了100 MMSCMD(或100%),排出压力增加了8.3 bar(或13%),而吸入压力降低了8.3 bar(或14%)。最佳燃油消耗率分别增加2.41 kg / s(或99%),1.02 kg / s(或33%)和1.72 kg / s(或60%)。在第二个案例研究中,对于前面提到的流量,排放和吸入压力的相同变化,最佳燃油消耗率分别提高了2.72 kg / s(或112%),1.03 kg / s(或32%)和分别为1.71千克/秒(或58%)。

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