Layout Reconstruction Optimization Method of Oil-Gathering Systems for Oilfields in the Mid to Late Stage of Development Based on the Arithmetic–Fireworks Optimization Algorithm

Shuangqing Chen, Shanlong Wang (), Minghu Jiang, Yuchun Li, Lan Meng, Bing Guan and Ze Yu
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Shuangqing Chen: School of Petroleum Engineering, Northeast Petroleum University, Daqing 163318, China
Shanlong Wang: School of Petroleum Engineering, Northeast Petroleum University, Daqing 163318, China
Minghu Jiang: School of Petroleum Engineering, Northeast Petroleum University, Daqing 163318, China
Yuchun Li: Daqing Oilfield Design Institute Co., Ltd., Daqing 163318, China
Lan Meng: Daqing Oilfield Design Institute Co., Ltd., Daqing 163318, China
Bing Guan: Postdoctoral Programme of Daqing Oilfield, Daqing 163318, China
Ze Yu: School of Petroleum Engineering, Northeast Petroleum University, Daqing 163318, China

Mathematics, 2024, vol. 12, issue 18, 1-39

Abstract: The problems of uneven load and low operating efficiency in the oil-gathering system of old oilfields lead to higher operating costs. In order to reduce operating costs, the layout-reconfiguration optimization model is established, and the minimum comprehensive investment is taken as the objective function. The multi-constraint conditions, such as the current situation of the oil-gathering system, the processing capacity, the possibility of pipeline failure, and the obstacles, are considered. The hybrid arithmetic–fireworks optimization algorithm (AFOA) is proposed to solve the model. Combined with the experience of the hybrid metaheuristic algorithm, using hybrid metaheuristics, the hybrid of the arithmetic optimization algorithm (AOA) and the operator of the fireworks algorithm (FWA) is considered, and some improved operators of FWA are integrated into AOA to form a new algorithm (AFOA) to achieve a better solution effect. Compared with the 11 other algorithms, AFOA has better solution efficiency. This method is applied to the actual case of an old oilfield. The optimized scheme increases the average load rate of the station by 15.9% and reduces the operating costs by 38.1% per year. Overall, the reconstruction costs will be recovered in a short period.

Keywords: oil-gathering system; layout reconfigure; optimization model; AFOA; reduce operating costs (search for similar items in EconPapers)
JEL-codes: C (search for similar items in EconPapers)
Date: 2024
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