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Cavitation of a Submerged Jet at the Spherical Valve Plate/Cylinder Block Interface for Axial Piston Pump 被引量:5
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作者 Bin Zhao Weiwei Guo Long Quan 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2020年第5期197-211,共15页
The spherical valve plate/cylinder block pair has the advantages of strong overturning resistance and large bearing area.However,the configurations of the unloading and pre-boosting triangular grooves on the spherical... The spherical valve plate/cylinder block pair has the advantages of strong overturning resistance and large bearing area.However,the configurations of the unloading and pre-boosting triangular grooves on the spherical valve plate are different from those in the planar valve plate,resulting in special cavitation phenomenon on the spherical port plate pair.In order to study cavitation characteristics of spherical port plate pair,a dynamic CFD model of the piston pump including turbulence model,cavitation model and fluid compressibility is established.A detailed UDF compilation scheme is provided for modelling of the micron-sized spherical oil film mesh,which makes up for the lack of research on the meshing of the spherical oil film.In this paper,using CFD simulation tools,from the perspectives of pressure field,velocity field and gas volume fraction change,a detailed analysis of the transient evolution of the submerged cavitation jet in a axial piston pump with spherical valve plate is carried out.The study indicates the movement direction of the cavitation cloud cluster through the cloud image and the velocity vector direction of the observation point.The sharp decrease of velocity and gas volume fraction indicates the collapse phenomenon of bubbles on the part wall surface.These discoveries verify the special erosion effect in case of the spherical valve plate/cylinder block pair.The submerged cavitation jet generated by the unloading triangular grooves distributed on the spherical valve plate not only cause denudation of the inner wall surface of the valve plate,but also cause strong impact and denudation on the lower surface of the cylinder body.Finally,the direction of the unloading triangular groove was modified to extend the distance between it and the wall surface which can effectively alleviate the erosion effect. 展开更多
关键词 Cavitation submerged jet Spherical valve plate/cylinder block pair Axial piston pump
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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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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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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:2
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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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Novel sucker rod pumping system based on linear motor technology 被引量:1
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作者 李立毅 李立清 +2 位作者 吴红星 胡余生 邹积岩 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2004年第1期6-10,共5页
Obtaining petroleum at the cost of electrical energy is a common problem in almost all oil fields, and it is mainly caused by low duty radio of induction motor used in beam pumping units. Traditional beam-pumping unit... Obtaining petroleum at the cost of electrical energy is a common problem in almost all oil fields, and it is mainly caused by low duty radio of induction motor used in beam pumping units. Traditional beam-pumping units have many intrinsic disadvantages such as low efficiency, complex transmission devices, poor flexibility, tremendous volume and weight in long stroke, etc.Therefore, a novel direct driven linear electromagnetic pumping unit (EMPU) has been developed by combining oil extraction technology with linear motor technology. The thrust of EMPU matches the changing of suspension center load to improve the system efficiency and cut down the consumption of energy. Based on previous experience, a small-scale prototype was developed and a simulation was conducted with it. Both theoretical analyses and experimental study showed that the problems exiting in beam pumping units can be solved with EMPU system, and this is a new method which can be used to solve high energy waste in oil fields. 展开更多
关键词 direct drive sucker rod pumping system electromagnetic pumping unit(EMPU) linear motor energy conservation
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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
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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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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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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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A new diagnostic method for identifying working conditions of submersible reciprocating pumping systems 被引量:3
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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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Submersible direct-drive progressing cavity pump rodless lifting technology 被引量:3
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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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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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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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The feasibility experimental study of pumping and shunting pump under pressure in water injection station
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作者 Dongbo SHAO Yong WANG Suiwang ZHANG 《International Journal of Technology Management》 2013年第3期34-37,共4页
At present in the process of water injection station operation, starting and stopping the pump caused system pressure fluctuations, and the fluctuations caused many problems about downstream injection wells. In order ... At present in the process of water injection station operation, starting and stopping the pump caused system pressure fluctuations, and the fluctuations caused many problems about downstream injection wells. In order to eliminate the fluctuations and reduce problems, taking start pump, connect pump test under pressure in the water injection station installed the rotor frequency control system Changqing oil field developed. During the experiment, by progressively increasing the pressure pump to verify start pump with pressure feasibility test, the result shows when the pressure in the 0-25MPa pressure start and connect pump can be realized, and forecast the maximum pressure of the current start of the station with pressure pump. Start pump with pressure achieve the elimination of pressure fluctuations, provide the prerequisites about realizeing stable water injection pressure, and ultimately realize oil field water injection station to be automatic water injection laid a foundation. 展开更多
关键词 water injection station wire-wound motor pumping pump under pressure feasibility experiment
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叶轮中心淹没深度对特低扬程下立式泵装置流道水力性能的影响 被引量:1
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作者 徐磊 朱成程 +4 位作者 夏斌 吉冬涛 施伟 陆伟刚 陆林广 《农业工程学报》 EI CAS CSCD 北大核心 2024年第8期53-61,共9页
为提高特低扬程泵站立式轴流泵装置的水力性能,该研究对叶轮直径为3.0、2.5、2.0、1.5 m的立式轴流泵装置在不同叶轮中心淹没深度下的进、出水流道流场分别进行了三维湍流流动数值计算,并对流道流场和水头损失进行了分析比较;对某特低... 为提高特低扬程泵站立式轴流泵装置的水力性能,该研究对叶轮直径为3.0、2.5、2.0、1.5 m的立式轴流泵装置在不同叶轮中心淹没深度下的进、出水流道流场分别进行了三维湍流流动数值计算,并对流道流场和水头损失进行了分析比较;对某特低扬程泵站在叶轮中心淹没深度为3.08、2.38、1.68 m下的立式轴流泵装置水力性能分别进行了数值计算及比较,并进行了泵装置模型试验验证。研究结果表明:叶轮中心淹没深度对肘形进水流道的水流流态及水头损失的影响很小,但对虹吸式出水流道的流态和水头损失影响较大;随着叶轮中心淹没深度的增大,虹吸式出水流道内的流态逐渐改善,流道水头损失基本呈下降趋势,泵装置效率逐渐增大,特低扬程工况下泵装置模型试验最优工况点的效率达75.92%,泵装置能量性能数值模拟结果与模型试验结果基本一致。研究结果可为特低扬程泵站采用立式泵装置的设计提供一定参考依据。 展开更多
关键词 数值模拟 试验 流道 叶轮中心淹没深度 水力性能
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基于TRIZ理论的一种提升罗茨真空泵基础压力的设计方法 被引量:1
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作者 李小金 李正清 +3 位作者 韩仙虎 蔡宇宏 杨建斌 刘筱文 《真空》 CAS 2024年第2期62-67,共6页
以TRIZ理论为研究工具,采用因果分析方法得到了影响罗茨真空泵基础压力的根本原因和薄弱点,通过技术矛盾和技术系统进化法则解决方案模型的启示,进一步改进了罗茨真空泵的密封结构和转子型线,然后基于改进方案,对ZJP70型罗茨真空泵进行... 以TRIZ理论为研究工具,采用因果分析方法得到了影响罗茨真空泵基础压力的根本原因和薄弱点,通过技术矛盾和技术系统进化法则解决方案模型的启示,进一步改进了罗茨真空泵的密封结构和转子型线,然后基于改进方案,对ZJP70型罗茨真空泵进行了优化。测试结果表明:在同等条件下,优化后的新型罗茨真空泵基础压力提升明显,同时最大零流量压缩比、整机漏率和噪声等核心指标也得到了显著改善。 展开更多
关键词 罗茨真空泵 基础压力 TRIZ 真空电机 转子型线
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Power Stabilization System with Counter-Rotating Type Pump-Turbine Unit for Renewable Energy
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作者 Toru Miyaji Risa Kasahara +3 位作者 Toshiaki Kanemoto Jin-Hyuk Kim Young-Seok Choi Toshihiko Umekage 《Journal of Power and Energy Engineering》 2014年第4期47-52,共6页
Traditional type pumped storage system contributes to adjust the electric power unbalance between day and night, in general. The pump-turbine unit is prepared for the power stabilization system, in this serial researc... Traditional type pumped storage system contributes to adjust the electric power unbalance between day and night, in general. The pump-turbine unit is prepared for the power stabilization system, in this serial research, to provide the constant power with good quality for the grid system, even at the suddenly fluctuating/turbulent output from renewable energies. In the unit, the angular momentum changes through the front impeller/runner must be the same as that through the rear impeller/runner, that is, the axial flow at the outlet should be the same to the axial flow at the inlet. Such flow conditions are advantageous to work at not only the pumping mode but also the turbine mode. This work discusses experimentally the performance of the unit, and verifies that this type unit is very effective to both operating modes. 展开更多
关键词 POWER STABILIZATION pump-TURBINE Counter-Rotation IMPELLER Generator motor
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基于混合模型的特种车辆转向泵马达性能评估
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作者 李乐 米雨欣 贾然 《湖南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第8期155-164,共10页
为了实现转向泵马达运行性能的实时评估,首先构建了转向泵马达物理模型,该模型考虑了转向泵马达运行机理,通过求解泵马达外特性方程、液压回路平衡方程、内部流量计算方程等,实现内部不可测参数的初步评估与计算,进而获得各类参数对转... 为了实现转向泵马达运行性能的实时评估,首先构建了转向泵马达物理模型,该模型考虑了转向泵马达运行机理,通过求解泵马达外特性方程、液压回路平衡方程、内部流量计算方程等,实现内部不可测参数的初步评估与计算,进而获得各类参数对转向泵马达性能的影响机制.同时采用LSTM深度学习方法构建了转向泵马达数据驱动模型,学习并预测不同工况下转向泵马达容积效率的变化规律,并将其输入至物理模型形成转向泵马达性能评估混合模型,提高不同工况条件下转向泵马达性能评估的准确性及适用性.实例分析表明,该混合模型可实现复杂工况下转向泵马达高低压侧压力、流量、转速及转矩等参数的计算与评估,模型误差低于10%. 展开更多
关键词 转向泵马达 混合模型 性能评估
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多功能融合电机泵马达仿生非光滑表面配流副摩擦及润湿性研究
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作者 高殿荣 庄鑫 +2 位作者 梁瑛娜 王村远 纪云 《润滑与密封》 CAS CSCD 北大核心 2024年第11期1-10,共10页
以多功能融合电机泵马达配流副为研究对象,利用仿生非光滑表面效应设计出几种不同凹坑排布的配流盘,并通过不同工况下光滑表面和非光滑表面配流盘的对比试验,探讨非光滑表面对配流副润滑性能和减摩性能的影响。试验结果发现:非光滑表面... 以多功能融合电机泵马达配流副为研究对象,利用仿生非光滑表面效应设计出几种不同凹坑排布的配流盘,并通过不同工况下光滑表面和非光滑表面配流盘的对比试验,探讨非光滑表面对配流副润滑性能和减摩性能的影响。试验结果发现:非光滑表面比光滑表面有着更好的减磨减阻特性,其中最大减阻可达46.3%,减磨总体超过53%;非光滑表面中的凹坑可以储存试验中产生的磨屑和杂质,还可以储存海水,在润滑条件不良时凹坑内部海水可被带入到摩擦面从而改善润滑状态;试验后配流副试样接触角会降低,表面能会提升,这说明摩擦磨损试验使得配流副试样更加亲水,这有助于海水润滑膜的形成,从而降低摩擦面的摩擦磨损。 展开更多
关键词 多功能融合电机泵马达 仿生非光滑表面 配流盘 摩擦磨损 润湿性
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