基于可编程控制器的电潜泵嵌入式模型预测控制

B. J. T. Binder, D. Kufoalor, A. Pavlov, T. Johansen
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引用次数: 22

摘要

电潜泵(esp)可以安装在油井中产生人工举升,以提高油藏采收率,提高产量。基于线性化模型的ESP模型预测控制器(MPC),采用挪威国家石油公司内部的MPC软件工具SEPTIC开发和设计,并在可编程逻辑控制器(PLC)上实现。自动代码生成器已经被用来在ANSI C代码中生成特定于应用程序的MPC控制器。硬件在环仿真结果表明,PLC实现的控制性能与原来的化粪池控制器相当。
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Embedded Model Predictive Control for an Electric Submersible Pump on a Programmable Logic Controller
Electric Submersible Pumps (ESPs) can be installed in oil wells to create artificial lift, in order to increase recovery from the reservoir, and boost the production rate. A Model Predictive Controller (MPC) for an ESP, based on linearized models, is developed and designed using SEPTIC (Statoil's in-house software tool for MPC), and implemented on a Programmable Logic Controller (PLC). Automatic code generators have been utilized to generate an application-specific MPC controller in ANSI C code. Hardware-in-the-loop simulation results show that the control performance of the PLC implementation is comparable to the original SEPTIC controller.
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