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首页» 过刊浏览» 2021» Vol.6» Issue(3) 494-504     DOI : 10.3969/j.issn.2096-1693.2021.03.040
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基于模糊综合评价法的气藏型储气库注采方案优选研究
周军,彭井宏,孙建华 ,肖瑶 ,梁光川
1 西南石油大学石油与天然气工程学院,成都 610500 2 国家管网集团中原储气库有限责任公司,濮阳 457000
Study of the optimization of an injection and production scheme of gas storage in depleted gas reservoirs based on a fuzzy comprehensive evaluation method
ZHOU Jun , PENG Jinghong , SUN Jianhua, XIAO Yao , LIANG Guangchuan
1 Petroleum Engineering School, Southwest Petroleum University, Chengdu 610500, China 2 PipeChina Zhongyuan Gas Storage Co., Ltd, Puyang 457000, China

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摘要  储气库是天然气季节性和应急性调峰的重要设施。由于储气库的储层地质条件和注采生产工艺较为复杂, 使得储气库注采方案的设计难度较大。考虑到储气库注采方案的决策受到多方面因素的影响,为了获得最优的 储气库注采方案,本文提出采用模糊综合评价法对储气库注采方案进行评价和优选。首先,建立储气库注采方 案模糊综合评价指标体系作为分析评价的基础。该指标体系包含注采井数量、注采井层位、注采能力、注采效 率、注采能耗等指标。然后采用熵权法和层次分析法求解各指标权重。基于模糊隶属函数法,选择梯形和岭形 隶属函数对评价指标进行评分。在获得各指标权重和单项得分之后,采用线性加权法计算注采方案的综合评价 结果。全文重点研究了建立储气库注采方案模糊综合评价模型的方法及过程,主要包含评价指标体系的建立方 法、指标权重的计算方法以及指标隶属函数的确定方法。以国内某气藏型储气库为例进行注采方案评价优选。 该储气库的库容为 5.88×108 m3 ,工作气量为 2.95×108 m3 ,并含有 13 口注采井。根据储气库的注采气安排,计 划年度注气量为 2.0×108 m3 ,年度采气量为 1.5×108 m3 。分别对该储气库的 3 套注气方案和 3 套采气方案进行 了评价和优选。结果表明,被评价的储气库注采方案的综合得分均在 70 分以上,说明各方案的应用效果都较 好。其中,最优的注气方案为方案二,最优的采气方案为方案三。最后,本文所提出的评价方法能够为储气库 注采生产方案的规划和管理提供参考。
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关键词 : 储气库;注采方案;综合评价;模糊隶属函数;熵权法;层次分析法
Abstract
Gas storage is an important facility for seasonal and emergency natural gas peak shaving. The reservoir geological    
conditions and injection and production processes of gas storage are quite complex, which make the design of injection and  
production schemes of gas storage more difficult. Considering that the decision of injection and production schemes of gas    
storage is affected by many factors, in order to obtain the best injection and production scheme of gas storage, this paper presents    
a fuzzy comprehensive evaluation method to evaluate and optimize the injection and production of gas storage. Firstly, a fuzzy    
comprehensive evaluation index system of gas storage injection and production is established as the basis of analysis and    
evaluation. This index system includes the injection and production well numbers, injection and production well layers, injection    
and production capacity, injection and production efficiency and injection and production energy consumption. Then the entropy    
weight method and an analytic hierarchy process are used to calculate the index weights. Based on a fuzzy membership function    
method, trapezoidal and ridge membership functions are selected to score the evaluation indexes. After the weight and score    
of each index are obtained, a linear weighting method is used to calculate the comprehensive evaluation result of the injection    
and production scheme. The whole paper focuses on the method and process of establishing a fuzzy comprehensive evaluation    
model of gas storage injection and production, which mainly includes the establishment method of the evaluation index system,    
the calculation method of index weight and the determination method of the index membership function. Domestic gas storage    
in a depleted gas reservoir is taken as an example to evaluate and optimize the injection and production scheme. This gas storage    
has a storage capacity of 5.88 ×108m3, a working gas capacity of 2.95 ×108m3 and an injection production well number of 13.    
According to the gas injection and production arrangement of the gas storage, the planned annual gas injection volume is 2.0    
×108m3 and the annual gas production volume is 1.5 ×108m3. Three gas injection schemes and three gas production schemes    
of the gas storage are evaluated and optimized. The results show that the comprehensive scores of the evaluated gas storage    
injection and production schemes are all above 70 points, indicating that the application effects of each scheme is good. Among    
them, the optimal gas injection scheme is scheme 2, and the optimal gas production scheme is scheme 3. Finally, the evaluation    
method proposed in this paper can provide guidance for the planning and management of injection and production of gas storage.  


Key words: gas storage; injection and production scheme; comprehensive evaluation; fuzzy membership function; entropy weight method; analytic hierarchy process
收稿日期: 2021-09-29     
PACS:    
基金资助:国家自然科学基金青年科学基金资助项目“离散/ 网络空间中油气管网设计优化方法和体系结构研究”(51704253) 资助
通讯作者: lgcdjr@163.com
引用本文:   
周军, 彭井宏, 孙建华, 肖瑶, 梁光川. 基于模糊综合评价法的气藏型储气库注采方案优选研究. 石油科学通报, 2021, 03: 494-504 ZHOU Jun, PENG Jinghong, SUN Jianhua, XIAO Yao, LIANG Guangchuan. Study of the optimization of an injection and production scheme of gas storage in depleted gas reservoirs based on a fuzzy comprehensive evaluation method. Petroleum Science Bulletin, 2021, 03: 494-504.
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