Tut Haklıdır Füsun S
Istanbul Bilgi University, Department of Energy Systems Engineering, Eyüp Istanbul, Turkey.
Energy (Oxf). 2020 Dec 15;213:118817. doi: 10.1016/j.energy.2020.118817. Epub 2020 Sep 15.
Effective geothermal power generation depends on two main elements: geothermal reservoir management and maintenance of the power plant. Reservoir management consists of both the fluid production and reinjection of brine to the underground. The management of wells is important to ensure the sustainability of the reservoir. Thus, the flow rate control systems are essential to protect geothermal reservoirs under long-term power production. The second issue is the daily change in electricity prices and the load change process is complex because geothermal well controls are not flexible operations. The well management thus requires control approaches, and fuzzy control can be one effective solution. In this study, a fuzzy control system has been developed to control flow rates of the wells in Kızıldere geothermal field and its performance has been compared with the real data taken from the Kızıldere Power Plant. The results of comparison show that the fuzzy controllers achieved the target energy production in 2 h instead of 5 h, compared to the real data. Based on the real data, the reinjection was only able to stabilize at the end of the fourth hour and the process took only 2 h when using the fuzzy controllers.
地热储层管理和发电厂的维护。储层管理包括流体生产以及将盐水回注到地下。井的管理对于确保储层的可持续性很重要。因此,流量控制系统对于在长期发电过程中保护地热储层至关重要。第二个问题是电价的每日变化以及负荷变化过程很复杂,因为地热井控制不是灵活的操作。因此,井的管理需要控制方法,而模糊控制可能是一种有效的解决方案。在本研究中,开发了一种模糊控制系统来控制基兹尔德雷地热田井的流量,并将其性能与从基兹尔德雷发电厂获取的实际数据进行了比较。比较结果表明,与实际数据相比,模糊控制器在2小时内实现了目标能源生产,而不是5小时。基于实际数据,回注在第四小时末才得以稳定,而使用模糊控制器时该过程仅需2小时。