Push Force Analysis Optimization Based on Differential Evolution Method
DOI:
https://doi.org/10.54097/b3drmf03Keywords:
Rotary steering drilling tool; Thrust force; Equivalent force synthesis model; Differential evolution method.Abstract
This paper conducts an in-depth structural optimization study on the actuator of the push-off type rotary steering drilling tool based on the differential evolution method. By using the "force synthesis model" and through systematic sensitivity analysis and intelligent optimization algorithms, the influence laws of key operating parameters on the push-off force are revealed, and the design scheme of the actuator is successfully optimized. The research results show that: In the stable stationary state: when the high-pressure hole angle is set to 90°, the turntable speed is 200 r/min, and the oscillation speed is 0 r/min, the push-off force can be stably maintained at 13.5 KN, meeting the design requirements; In the clockwise oscillation state: when the high-pressure hole angle is 90°, the turntable speed is 200 r/min, and the oscillation speed is 200 r/min, the push-off force also reaches the target value of 13.5 KN; In the counterclockwise oscillation state: under the condition that the high-pressure hole angle is 90°, the turntable speed is 200 r/min, and the oscillation speed is 100 r/min, the push-off force can still be stably maintained at 13.5 KN. The final optimization scheme is confirmed as follows: the high-pressure hole angle is preferably set to 90°, the turntable speed is fixed at 200 r/min, and the oscillation speed of the control axis can be flexibly adjusted according to the actual working conditions.
Downloads
References
[1] Liu Xiaojun. Application research and development of rotary steering-drilling technology [J]. China Petroleum & Chemical Standards & Quality,2021,41(24):195-196.
[2] Li Wei, Mou Lei, Zhou Xiancheng et al. Research progress of rotary steerable system and its control method [J]. Coal Geology and Exploration,2023,51(10):167-179.
[3] Li Xiaojun, Wang Dezhi, Jiang Bo et al. Research on WDRSS-I rotary steering Control System and Actuator [J]. Oil Field Machinery,2014,43(09):45-48.
[4] Zhao Wenzhuang, Wei Haifang, Yang Yun. Application of CG STEER rotary steering in Changqing Shale Oil H100 Platform [J]. Drilling and Production Technology,2021,44(05):1-6.
[5] Li Junqiang, Wu Xueyao, Peng Yong et al. Mechanical model and simulation analysis of control valve of regulated rotary steering-drilling tool [J]. Natural Gas Industry,2005(06):52-55+171-172.
[6] Di Qinfeng, Zhang Xiaoke, Han Laiju, et al. The description method and variation law of the effect of the regulated rotary steering-system on the wellbore wall [J]. Acta Petrolei Sinica, 2004(04):84-86+91.
[7] Li L ,Xue Q ,Liu B , et al.The dynamics of eccentric block in a fully mechanical vertical drilling tool under the effect of torsional vibration[J].Advances in Mechanical Engineering, 2018, 10(4): 1-18.
[8] Huang L ,Xue Q ,Liu B , et al. Dynamic Reliability Analysis of Rotary Steering Drilling System [J]. Mechanical Sciences, 2019, 10(1):79-90.
[9] ZHU J ,ZOU D ,ZHANG Y , et al.Design and Experimental Study of Non-contact Power Transmission Device in Static Push-type Rotary Steering Drilling System[J].Advances in Petroleum Exploration and Development,2019,18(1):73-82.
[10] Bao H T H ,Thanh H D ,Ngoc D V , et al.Multi-objective optimal power flow of thermal-wind-solar power system using an adaptive geometry estimation based multi-objective differential evolution[J].Applied Soft Computing, 2023, 149(PA): 1568-4946.
[11] Wang R ,Xue Q ,Han L , et al.Torsional vibration analysis of push-the-bit rotary steerable drilling system[J].Meccanica: Journal of the Italian Association of Theoretical and Applied Mechanics,2014,49(7):1601-1615.
[12] Qinfeng Di, Laiju Han, Mingxin Sun. Establishment and Analysis of "Equal Force Synthesis Model" for steering Force of Regulated rotary steerable System [J]. Journal of University of Petroleum (Natural Science Edition),2004,(06):35-37.
[13] Li L ,Xue Q ,Liu B , et al.The dynamics of eccentric block in a fully mechanical vertical drilling tool under the effect of torsional vibration[J].Advances in Mechanical Engineering, 2018, 10(4): 1-18.
[14] Huang L ,Xue Q ,Liu B , et al. Dynamic Reliability Analysis of Rotary Steering Drilling System [J]. Mechanical Sciences, 2019, 10(1):79-90.
[15] Wu Ning. Short-term prediction of grape downy mildew based on grey relational analysis and optimized SVM [D]. Shanghai Ocean University,2020.
[16] Zhu Hongping, Wang Xingxing. Parameter optimization of Injection molding process based on Grey Relations-entropy weight method [J]. Engineering Plastics Application, 2024, 52(09): 79-85.
[17] Yin Xiangqin, KONG Fanyu, Miao Zeyu, et al. Process Parameter Optimization of T91 Steel Pipe Welded Joint Based on Uniform Design Method [J]. Hot Working Technology, 2018, 47(01):245-248+252.
[18] Duan Guoyong, Wang Shuhan, Li Fei. Sensitivity analysis and optimization of Anchorage parameters based on uniform design method [J]. Hydropower Energy Science, 2015, 33(02): 120-123+114.
[19] LIU Lili, LIU Yupeng, Meng Fan-Li, et al. Site Value Evaluation based on entropy weight method and Differential evolution Algorithm [J]. Telecommunication Engineering Technology and Standardization, 2012,35(09):60-66.
[20] ZHANG Tiecheng, GUO Hongping, WANG Xiaonan, et al. Comprehensive Evaluation Model of Project-based Learning Based on Entropy weight-Grey Relational Analysis Method [J]. Journal of Hubei Normal University (Natural Science Edition),2024,44(03):107-112.
[21] SUN Meiqing, Yang Jianjun, Li Qingtang, et al. Piston Structure Optimization of New Mud Pump Based on Genetic Algorithm [J]. Equipment Manufacturing Technology, 2015, (01): 35-37.
[22] Pang Haowen. Optimization of Paper Honeycomb Ultrasonic Disk Cutting Tool Parameters Based on Genetic Algorithm [D]. Dalian Jiaotong University,2018.
[23] Xu Zhijie, ZHU Qiao, XU Shunfan, et al. Research on Parameter identification algorithm of lithium battery model Based on Differential Evolution Method [J]. Electrotechnical Technique,2021,(07):35-37.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Academic Journal of Science and Technology
This work is licensed under a Creative Commons Attribution 4.0 International License.
