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Lubrication characteristics of external return spherical hinge pair of axial piston pump or motor under combined action of inclination and offset distance 被引量:4
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作者 WANG Lei DENG Hai-shun +2 位作者 GUO Yong-chun WANG Chuan-li HU Cong 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第8期2375-2393,共19页
External return mechanism is a mechanical structure applied to axial piston pumps.To study its lubrication characteristics,the Reynolds equation applied to an external return spherical hinge pair was deduced based on ... External return mechanism is a mechanical structure applied to axial piston pumps.To study its lubrication characteristics,the Reynolds equation applied to an external return spherical hinge pair was deduced based on the vector equation of relative-motion velocity of the external return spherical hinge pair under the influence of external swash plate inclination and offset distance.The results show that the total friction,axial leakage flow,and maximum value of the maximum oil-film pressure increase with increasing pump-shaft speed and decrease with increasing offset distance in one working cycle when the external-swash-plate inclination is constant.However,the varying offset distance has little effect on the axial leakage flow.The maximum value of the maximum oil-film pressure decreases with increasing external-swash-plate inclination and the total leakage flow increases with increasing external-swash-plate inclination in one working cycle when the offset distance is constant.It can be seen that the abovementioned parameters are important factors that affect the lubrication characteristics of external return spherical hinge pairs.Therefore,the complex effects of different coupling parameters should be comprehensively considered in the design of the external return mechanism. 展开更多
关键词 axial piston motor or pump external return mechanism external swash plate inclination offset distance lubrication performance
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An Experimental Study on Microcomputer Control of Pump Controlled Motor Systems
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作者 彭秀东 刘志刚 +1 位作者 金志立 胡佑德 《Journal of Beijing Institute of Technology》 EI CAS 1992年第1期59-65,共7页
Pump controlled motor electrohydraulic servo systems are much used in circumstances where high power drive is needed. This kind of system has the advantage of energy-saving. But, it also has some defects that have to ... Pump controlled motor electrohydraulic servo systems are much used in circumstances where high power drive is needed. This kind of system has the advantage of energy-saving. But, it also has some defects that have to be improved. Microcomputer control of a pump controlled motor electrohydraulic servo system is studied. A PID controller is first adopted on the closed loop control system, and experimental results are obtained. Then, a model reference adaptive controller is designed and realised on the same system applying a single board microcomputer. Experimental results show that the dynamic properties of the adaptive control system is much better than those of the PID system under different inertia load conditions. 展开更多
关键词 electrohydraulic servo systems adaptive control/pump controlled motor microcomputer control model reference
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Output speed and flow of double-acting double-stator multi-pumps and multi-motors 被引量:23
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作者 De-sheng WEN Zhi-li WANG +3 位作者 Jun GAO Yong ZHANG Shi-jun LV Tetsuhiro TSUKIJI 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2011年第4期301-309,共9页
The primary focus of this study was to investigate a series of novel motors and pumps,based on a new type of structure called double-stator.The double-stator structure can be used as pump or motor just based on the ap... The primary focus of this study was to investigate a series of novel motors and pumps,based on a new type of structure called double-stator.The double-stator structure can be used as pump or motor just based on the application requirements.A certain amount of pumps or motors can be formed in one shell,and these sub-pumps or sub-motors can work alone or be combined without influence on each other.So this kind of double-stator pump(motor) is called a multi-pump(multi-motor).Through the analysis of multifarious connection modes of the double-acting double-stator multi-pumps and multi-motors,the mathematical expressions of the output flow rate and the rotational speed are acquired.The results indicate that a quantity of different flow rates can be provided by one fixed-displacement multi-pump under the condition of unalterable driven speed by electromotor.Likewise,when supplied by settled input flow,without complex variable mechanism,the functions of double-speed,multiple-speed,and even differential connection can be obtained by employing the use of a double-stator multi-motor.The novel hydraulic transmission is made of such a double-stator multi-pump and multi-motor,and has broad application prospects. 展开更多
关键词 Multi-pumps Multi-motors Flow rate Rotational speed Hydraulic transmission Differential motor
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Design on Vibration Monitoring and Fault Diagnosis System of Large Water Pump Motor 被引量:2
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作者 WEI Xieben LU Xujin +1 位作者 LI Tongbin CHEN Shuqin 《International Journal of Plant Engineering and Management》 2021年第2期118-128,共11页
Large water pump motor,whose operation decides the reliability of the whole production line,plays a very important role.Therefore,its online condition monitoring can help companies better know its operation,process fa... Large water pump motor,whose operation decides the reliability of the whole production line,plays a very important role.Therefore,its online condition monitoring can help companies better know its operation,process fault analysis and protection.The essay mainly studies and designs large water pump motor′s real time vibration monitoring and fault diagnosis system.The essay completes the systems project design,the establishment of the system and performance test.Eddy-currentsensor,XM-120 vibration module,XM-320 axial translation module,XM-362 temperature module,XM-360 process amount module and XM-500 gateway module are used to measure the axial vibration and displacement of main motors.Laboratory tests prove that the system can meet the requirements of motor vibration monitoring. 展开更多
关键词 large water pump motor vibration monitoring real-time monitoring fault diagnosis TEST
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Dynamic Modelling of Submersible Pump Based Solar Water-Pumping System with Three-Phase Induction Motor Using MATLAB 被引量:1
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作者 Faisal Alkarrami Tariq Iqbal +1 位作者 Kevin Pope Geoff Rideout 《Journal of Power and Energy Engineering》 2020年第2期20-64,共45页
The main purpose of this paper is to design and model a water-pumping system using a submersible multi-stage centrifugal pump driven by a three-phase induction motor. The system is intended for pumping water to the su... The main purpose of this paper is to design and model a water-pumping system using a submersible multi-stage centrifugal pump driven by a three-phase induction motor. The system is intended for pumping water to the surface from a deep well using three power supply systems: a general network, a photo-voltaic (PV) system, and a PV system with a battery bank. These systems are used to compare two three-phase induction motors—namely, a motor with a drive and another one without a drive. The systems dynamic models are simulated in MATLAB/Simulink and the results compared with the manufacturer’s data for validation purposes. The simulation results generally show system dynamics and expected performance over a range of operation. 展开更多
关键词 Dynamic Modeling Induction motor WATER pumpING SYSTEM SUBMERSIBLE pump PV SYSTEM Battery BANK MATLAB/SIMULINK
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LMI Approach to Robust H_∞/H_2 Controller Design with Regional Poles Constraint of a Pump-Motor System 被引量:1
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作者 郭初生 王向周 王渝 《Journal of Beijing Institute of Technology》 EI CAS 2006年第1期57-61,共5页
The time domain guideposts requirements of a pump-motor system is transfered into a series of constraints which express the robust performance upper bound and regional poles limits of the closed loop system. Then the ... The time domain guideposts requirements of a pump-motor system is transfered into a series of constraints which express the robust performance upper bound and regional poles limits of the closed loop system. Then the servo system control problem is transferred into the problem of robust performance optimizing under regional poles constrains described by linear matrix inequality (LMI). These LMIs are easy to solve through the Matlab LMI-toolbox. Simulations indicate that the controller has excellent dynamic, static and disturbance rejection performance, and the control system is robust and has perfect H2 performance to the bounded external torque disturbance. 展开更多
关键词 linear matrix inequality (LMI) H∞/H2 robust control regional poles placement pump-motor system servo system
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LQ Speed Control of Pump Controlled Motor System
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作者 郭初生 王向周 王渝 《Journal of Beijing Institute of Technology》 EI CAS 2004年第S1期26-30,共5页
A linear quadric (LQ) optimal speed control algorithm is proposed for the speed control of a pump controlled motor hydraulic system. The control theme consists of optimal state feedback and disturbing compensation bas... A linear quadric (LQ) optimal speed control algorithm is proposed for the speed control of a pump controlled motor hydraulic system. The control theme consists of optimal state feedback and disturbing compensation based on observation. The optimal state feedback bases on LQ cost function. The disturbing compensation is realized through reconstructing the state of load torque. A series of simulation are performed, and the results show that the control performance is satisfactory and can be maintained under changes of load torque. 展开更多
关键词 pump controlled motor: LQ optimal control state reconstruct disturbing compensation
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STUDY ON POWER SPARE COEFFICIENT OF ELECTRICAL MOTOR IN LARGE PUMP STATION BASED ON RELIABILITY 被引量:1
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作者 QiuBaoyun HuangJiyan YuanShouqi 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2004年第4期498-501,共4页
Characters of head of low head pump station and the pump shaft power areanalyzed. Influence of each single factor on pump shaft power is expressed as change of specificshaft power. (non-dimensional) and the probabilit... Characters of head of low head pump station and the pump shaft power areanalyzed. Influence of each single factor on pump shaft power is expressed as change of specificshaft power. (non-dimensional) and the probability density function is determined. Influences ofmultiple factors on pump shaft power are analyzed. Method of calculating none over-loadedprobability of motor by integration by successive reductions is put forward and then relationbetween power spare coefficient and none over-loaded reliability of electric motor is established.Influences of all factors on pump shaft power being considered completely; power spare coefficientsof motor are calculated in three kinds of heads (changing and unchanging), two kinds of dirty-outconditions. Electrical motor power spare coefficients should be chosen as 1.20 approx 1.44, 1.11approx 1.19, 1.09 approx.14 respectively when pump heads are 4, 7, 9.5 m. The results mean much toreasonable choose of electrical motors in large pump stations, increasing reliability of pump unitsand saving equipment investment. 展开更多
关键词 Large pump station Electrical motor Power spare coefficient Probability ofnone over-loaded
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核反应堆屏蔽泵故障检测仪研制
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作者 何攀 罗能 +1 位作者 段智勇 刘才学 《科技创新与应用》 2026年第3期1-4,共4页
屏蔽泵是核反应堆系统的关键设备,由于缺乏有效的故障检测手段,往往导致设备不能运行才知道故障的存在,严重威胁核反应堆的安全运行。该文针对核反应堆屏蔽泵,首先分析屏蔽泵结构特性和工作原理,在此基础上分析屏蔽泵的典型故障模式,确... 屏蔽泵是核反应堆系统的关键设备,由于缺乏有效的故障检测手段,往往导致设备不能运行才知道故障的存在,严重威胁核反应堆的安全运行。该文针对核反应堆屏蔽泵,首先分析屏蔽泵结构特性和工作原理,在此基础上分析屏蔽泵的典型故障模式,确定采用振动传感器进行屏蔽泵故障检测的方法,并分析确定振动测点布置和振动传感器指标。基于振动检测方法,对故障检测仪进行总体结构设计、信号预处理与采集设计、故障特征提取方法设计,并研制出核反应堆屏蔽泵故障检测仪。最后,通过屏蔽泵的典型故障模拟试验进行测试与验证。测试结果表明,研制的核反应堆屏蔽泵故障检测仪能实现屏蔽泵的典型故障有效检测与识别。 展开更多
关键词 屏蔽泵 故障 分析 检测 核反应堆
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Coast-Down Modeling of Canned Motor Based on Torque Behavior Study 被引量:1
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作者 薛亚波 姚振强 +2 位作者 成德 沈洪 李孟超 《Journal of Shanghai Jiaotong university(Science)》 EI 2015年第4期420-426,共7页
The coast-down behavior is specially designed to satisfy the certain flow requirements in a special kind of canned motor pump when it is used in primary reactor coolant system. However, coast-down models once used are... The coast-down behavior is specially designed to satisfy the certain flow requirements in a special kind of canned motor pump when it is used in primary reactor coolant system. However, coast-down models once used are not suitable for designing ultra-large canned motor pumps with flywheels, in which case rotor's fluid resistance of canned motor is modeled by an empirical constant. When the size of canned motor increases, the error of empirical relationship becomes remarkable. In thrall to material's density and strength, flow resistance of coast-down behavior should be dynamically modeled accurately to reduce the demands of materials. In this paper, an improved analytical model is proposed to study barbell-like canned motor's coast-down characteristic based on basic torque behavior researches in Taylor-Couette flow and hydraulic coupler, where bearing's resistance is ignored. This model takes geometric and kinematic parameters into consideration. In addition, the influence of pressure and temperature is coupled into this coast-down model by using Reolands' viscosity relationship.Based on this model, coast-down behavior is studied and parameters sensitivity analysis is conducted from design view point. Parameters sensitivity analysis indicates that the density and distribution of materials have more remarkable influence on coast-down behavior compared with working condition and geometric parameters. 展开更多
关键词 canned motor pump coast-down behavior Taylor-Couette(TC) flow torque behavior theoretical model
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Churning loss characteristics of a wet three-phase high-speed reluctance motor
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作者 Zhenzhou ZHANG Mingzhu DAI +2 位作者 Chenchen ZHANG Yi CHEN Bin MENG 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2024年第3期251-267,共17页
With the increasing requirements of electro-hydrostatic actuators(EHAs)for power,volume,and pressure,there is a growing tendency in the industry to combine the motor and pump to form a so-called'motor pump'to ... With the increasing requirements of electro-hydrostatic actuators(EHAs)for power,volume,and pressure,there is a growing tendency in the industry to combine the motor and pump to form a so-called'motor pump'to improve the integration.In this paper,a novel structure for a wet three-phase high-speed reluctance motor pump is proposed,which can further improve integration by removing the dynamic seal on the pump shaft,thereby avoiding the problems of dynamic seal wear and oil leakage and improving heat dissipation under high-speed working conditions.However,after the motor is wetted,the churning loss caused by immersion of the rotor in the oil causes additional fluid resistance torque.Based on fundamental fluid mechanics,an analytical model of the churning torque of a wet motor was established.To verify the accuracy of the analytical model,a simulation model of churning loss was established based on computational fluid dynamics(CFD),and the churning torque and flow field state were analyzed.Finally,an experimental prototype was designed and manufactured,and a test bench for churning loss was built.The oil churning torque was measured at different speeds and temperatures.The results from the analytical,simulation,and experimental models agreed well.The experimental results validated the analytical model and CFD simulation.This research provides a practical method for calculating the churning loss and serves as guidance for future optimization of churning loss reduction. 展开更多
关键词 motor pump Wet motor Churning loss Analytical model Computational fluid dynamics(CFD)
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The Design of a Mobile Phone-Based Remote-Control Application to Submersible Motor for Effective Water Supply
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作者 Winfred Adjardjah David Bright Kofi Arthur +1 位作者 Alex Ewuam Kingsley Nunoo 《Journal of Sensor Technology》 CAS 2022年第2期19-31,共13页
In the last few decades, several monitoring systems integrated with water level detection have been the major research focus. Production boost and its sustainability depend mainly on sustainable water supply, measurin... In the last few decades, several monitoring systems integrated with water level detection have been the major research focus. Production boost and its sustainability depend mainly on sustainable water supply, measuring water level, and avoiding waste of water is an essential task for all stakeholders. Therefore, the aim of this paper is to design and implement a mobile phone-based remote control. This will be applied to control the operation of a submersible motor in a water tank. The water level in the tank is detected and the device remotely turns the motor pump on/off. The design process is accomplished by developing an android application that works on GSM technology to manage the filling of water tank. An AT89C51 microcontroller is used for the desired programming. At the transmitting end, sensor is used for level detection and GSM module is used to send the information to user. According to this information, user controls the on/off operation of the pump. A SIM card is required for its operation and it works on attention (AT) commands. After the design and implementation of the device, the test results showed that all features of the device worked properly, and the device functions exactly as expected. More significantly, the paper has shown that ultrasonic sensors can be used to determine the level of water in a water tank and a GSM module can be used to control a submersible pump. The design and implementation of this device can help to reduce waste of time and power. Ultimately, it avoids water wastage thereby ensuring availability, conservation, and sustainability of water supply. 展开更多
关键词 Water Supply Submersible motor pump Mobile Phone GSM ANDROID
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基于电机泵和蓄能器的动臂辅助举升节能系统研究
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作者 王素燕 武宗才 +3 位作者 吴军 林博 杨胜清 俞松松 《内燃机与配件》 2026年第1期111-114,共4页
为了降低电动挖掘机能量的消耗,增加续航时间,该文设计了一种动臂辅助举升液压系统,通过建立AMEsim仿真模型,并建立试验样机进行验证,仿真结果及试验结果表明,该动臂辅助举升系统在满足传统液压系统工况下,挖掘机动臂举升能量的消耗减少... 为了降低电动挖掘机能量的消耗,增加续航时间,该文设计了一种动臂辅助举升液压系统,通过建立AMEsim仿真模型,并建立试验样机进行验证,仿真结果及试验结果表明,该动臂辅助举升系统在满足传统液压系统工况下,挖掘机动臂举升能量的消耗减少了44%,具有较好的节能效果。为电动挖掘机节能技术提供一定的指导意义。 展开更多
关键词 电动挖掘机 液压蓄能器 电机泵 辅助举升
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基于模型预测控制的永磁同步电机泵类负载动态节能策略
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作者 莫宇峰 夏永强 《科技创新与应用》 2026年第1期155-158,共4页
该文提出一种基于模型预测控制(MPC)的永磁同步电机(PMSM)驱动泵类负载的动态节能策略。通过建立PMSM的d-q轴数学模型并结合泵类负载的转矩-流量动态特性,分析电机与负载之间的动态耦合关系,揭示节能优化的潜力。在此基础上,设计基于MP... 该文提出一种基于模型预测控制(MPC)的永磁同步电机(PMSM)驱动泵类负载的动态节能策略。通过建立PMSM的d-q轴数学模型并结合泵类负载的转矩-流量动态特性,分析电机与负载之间的动态耦合关系,揭示节能优化的潜力。在此基础上,设计基于MPC的动态节能控制器框架,通过定义节能目标函数、引入约束条件、实施滚动优化与反馈校正,进一步提高系统的能效。最后,该文通过对MPC控制参数的整定与稳定性分析,验证该控制策略的鲁棒性和有效性。 展开更多
关键词 永磁同步电机(PMSM) 泵类负载 动态节能 模型预测控制(MPC) 动态节能控制器
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Submersible direct-drive progressing cavity pump rodless lifting technology 被引量:5
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作者 HAO Zhongxian ZHU Shijia +4 位作者 PEI Xiaohan HUANG Peng TONG Zheng WANG Benyuan LI Deyin 《Petroleum Exploration and Development》 2019年第3期621-628,共8页
Submersible electrical motor direct-drive progressing cavity pump (PCP) rodless lifting was studied to solve the traditional rod-drive pump problems, such as rod-tubing wearing, low efficiency and short running time. ... Submersible electrical motor direct-drive progressing cavity pump (PCP) rodless lifting was studied to solve the traditional rod-drive pump problems, such as rod-tubing wearing, low efficiency and short running time. The theoretical researches and laboratory experiments of key tools such as submersible motor and the construction technology of lifting system were introduced. The field application and economic benefit were analyzed and compared with the traditional rod pumping unit. A new low speed and large torque permanent magnet synchronous motor was developed. This motor was used to drive PCP without gear reducer, which improved the reliability and feasibility. It can run at the speed from 50 to 500 r/min with stepless speed regulation, and it can perform high efficiency and large torque. Besides, other key supporting tools, such as motor protector and flex shaft, were developed. The submersible electrical motor direct- drive PCP technology can be used in a 139.7 mm (5.5 in) casing well, with daily output ranging from 5 to 50 m3. Until now, the technology has been deployed more than 100 wells. The field application results show that it eliminates the rod-tubing wearing and saves electric energy by more than 30% compared with the traditional rod pumping unit. And it also makes the oil produced in a safe and environmental friendly way. 展开更多
关键词 rodless artificial LIFT SUBMERSIBLE motor DIRECT-DRIVE progressing CAVITY pump SUBMERSIBLE motor artificial LIFT
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PV-Grid Tie System Energizing Water Pump 被引量:2
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作者 Sameer Khader Abdel-Karim Daud 《Smart Grid and Renewable Energy》 2013年第5期409-418,共10页
This paper presents the behaviours of three-phase induction motor driving centrifugal pump under various solar irradiation levels, where the motor speed and torque depend on the source voltage and frequency, while the... This paper presents the behaviours of three-phase induction motor driving centrifugal pump under various solar irradiation levels, where the motor speed and torque depend on the source voltage and frequency, while the water-flow rate depends on the motor speed, density, and static head according to affinity flow. Matlab/Simulink model is proposed for studying the behaviours of these machines with respect to water flow capacity, motor current, electro-magnetic torque, and motor efficiency. The proposed photovoltaic with maximum power point tracking model based on observation and perturbation (O&P) maximum power tracking model is applied. The output voltage is regulated throughout Buck-Boost converter with purpose maintaining the output voltage at predetermined values. Since Induction motors are widely used in pump systems, the electromagnetic torque, water-flow rate are studied for various source frequencies. Comparison analysis is conducted for both motors with respect to water flow-rate, heads elevation, and motor current. In addition to that, the proposed system presents Photovoltaic-Grid (PV-Grid) Integrated model, where the power shortage required for normally operation of the pump is drawn from the electrical grid. 展开更多
关键词 PHOTOVOLTAIC INDUCTION motor CENTRIFUGAL pumpS Electrical Grids MATLAB/SIMULINK
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双馈变速抽蓄机组关键技术及展望 被引量:5
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作者 郭磊 许昌 张飞 《电力自动化设备》 北大核心 2025年第1期172-183,共12页
双馈变速抽蓄机组不局限于额定转速运行,已成为抽水蓄能领域的新方向和研发热点。介绍了双馈变速抽蓄机组的社会需求和国内外发展现状,概述了双馈变速抽蓄机组的原理并总结了其特点。结合双馈变速抽蓄机组的特点对其典型应用场景进行了... 双馈变速抽蓄机组不局限于额定转速运行,已成为抽水蓄能领域的新方向和研发热点。介绍了双馈变速抽蓄机组的社会需求和国内外发展现状,概述了双馈变速抽蓄机组的原理并总结了其特点。结合双馈变速抽蓄机组的特点对其典型应用场景进行了分类;对变流器技术、控制技术和机组设计及制造技术等双馈变速抽蓄机组关键技术的研究现状和主要问题进行了梳理;并对双馈变速抽蓄机组未来的发展进行了思考与展望。 展开更多
关键词 双馈变速抽蓄机组 变流器 协调控制 交流励磁 电动发电机 水泵水轮机 新能源
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新型电机泵用湿式电机的搅油损失力矩研究 被引量:1
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作者 孟彬 陈义 +3 位作者 张晨晨 张震舟 李胜 阮健 《机械工程学报》 北大核心 2025年第10期464-478,共15页
为去除电机泵泵轴上固有的动密封,提出一种简便易行的湿式电机新结构。基于湿式电机存在的搅油损失,为了研究其搅油机理,推导得出湿式电机搅油力矩损失的解析模型,将整个搅油损失分为三个部分计算,分别是周面摩擦阻力矩、推油阻力矩和... 为去除电机泵泵轴上固有的动密封,提出一种简便易行的湿式电机新结构。基于湿式电机存在的搅油损失,为了研究其搅油机理,推导得出湿式电机搅油力矩损失的解析模型,将整个搅油损失分为三个部分计算,分别是周面摩擦阻力矩、推油阻力矩和端面摩擦阻力矩。基于CFD数值模拟研究转子在油液中旋转引起的流场分布及搅油损失机理。设计制作样机并搭建试验台架,测试不同转速下的搅油力矩。结果表明解析、数值及试验三者较为吻合,搅油力矩随转速的上升而增大。在转速12000 r/min下,试验测得搅油力矩达到0.87 N·m,CFD模拟结果中推油阻力矩达到0.55N·m,占总阻力矩的62%。表明在设计高速湿式电机时,应着重优化与推油阻力矩相关的结构参数。同时测试三组不同温度下的搅油力矩,发现随着温度升高,力矩会有小幅下降。研究结果对电机泵用湿式高速电机的搅油损失机理和减阻优化具有较好的指导意义。 展开更多
关键词 湿式电机 搅油损失 解析模型 CFD模拟 电机泵
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Variable Speed Photovoltaic Water Pumping Using Affinity Laws
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作者 Ahmed Moubarak Gaber El-Saady El-Noby A. Ibrahim 《Journal of Power and Energy Engineering》 2017年第11期50-71,共22页
Photovoltaic (PV) power is most commonly used for water pumping applications. The DC output voltage of PV arrays is connected to a DC-DC converter using a maximum power point tracking (MPPT) controller to maximize the... Photovoltaic (PV) power is most commonly used for water pumping applications. The DC output voltage of PV arrays is connected to a DC-DC converter using a maximum power point tracking (MPPT) controller to maximize their produced energy. Then, that converter is linked to a voltage source inverter (VSI) that converts DC power to AC power. Vector control is used to control the VSI fed three phase induction motor driving the water pump. The Affinity laws are used to change the pump characteristics by changing the pump speed, and consequently, the pump flow rate, head, and power will be varied. In this paper, the Affinity laws are adapted to achieve the pump hydraulic requirements while the power delivered to the pump motor remains unchanged by constructing new pump curves. A Matlab/Simulink model of the PV pumping system is observed over a wide range of weather and loading conditions. 展开更多
关键词 PHOTOVOLTAIC Power Indirect Field Oriented Control Three Phase INDUCTION motor CENTRIFUGAL pump AFFINITY LAWS
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A new diagnostic method for identifying working conditions of submersible reciprocating pumping systems 被引量:4
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作者 Yu Deliang Zhang Yongming +2 位作者 Bian Hongmei Wang Xinmin Qi Weigui 《Petroleum Science》 SCIE CAS CSCD 2013年第1期81-90,共10页
The submersible pumping unit is a new type of pumping system for lifting formation fluids from onshore oil wells, and the identification of its working condition has an important influence on oil production. In this p... The submersible pumping unit is a new type of pumping system for lifting formation fluids from onshore oil wells, and the identification of its working condition has an important influence on oil production. In this paper we proposed a diagnostic method for identifying the working condition of the submersible pumping system. Based on analyzing the working principle of the pumping unit and the pump structure, different characteristics in loading and unloading processes of the submersible linear motor were obtained at different working conditions. The characteristic quantities were extracted from operation data of the submersible linear motor. A diagnostic model based on the support vector machine (SVM) method was proposed for identifying the working condition of the submersible pumping unit, where the inputs of the SVM classifier were the characteristic quantities. The performance and the misjudgment rate of this method were analyzed and validated by the data acquired from an experimental simulation platform. The model proposed had an excellent performance in failure diagnosis of the submersible pumping system. The SVM classifier had higher diagnostic accuracy than the learning vector quantization (LVQ) classifier. 展开更多
关键词 Submersible reciprocating pump working condition failure diagnosis linear motor characteristic quantity support vector machine misjudgment rate
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