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32 results about "MRAS" patented technology

Ras-related protein M-Ras, also known as muscle RAS oncogene homolog and R-Ras3, is a protein that in humans is encoded by the MRAS gene on chromosome 3. It is ubiquitously expressed in many tissues and cell types. This protein functions as a signal transducer for a wide variety of signaling pathways, including those promoting neural and bone formation as well as tumor growth. The MRAS gene also contains one of 27 SNPs associated with increased risk of coronary artery disease.

System, method and apparatus for organizing groups of self-configurable mobile robotic agents in a multi-robotic system

A system of self-organizing mobile robotic agents (MRAs) in a multi-robotic system (MRS) is disclosed. MRAs cooperate, learn and interact with the environment. The system uses various AI technologies including genetic algorithms, genetic programming and evolving artificial neural networks to develop emergent dynamic behaviors. The collective behaviors of autonomous intelligent robotic agents are applied to numerous applications. The system uses hybrid control architectures. The system also develops dynamic coalitions of groups of autonomous MRAs for formation and reformation in order to perform complex tasks.
Owner:SOLOMON RES

System, method and apparatus for organizing groups of self-configurable mobile robotic agents in a multi-robotic system

A system of self-organizing mobile robotic agents (MRAs) in a multi-robotic system (MRS) is disclosed. MRAs cooperate, learn and interact with the environment. The system uses various AI technologies including genetic algorithms, genetic programming and evolving artificial neural networks to develop emergent dynamic behaviors. The collective behaviors of autonomous intelligent robotic agents are applied to numerous applications. The system uses hybrid control architectures. The system also develops dynamic coalitions of groups of autonomous MRAs for formation and reformation in order to perform complex task.
Owner:SOLOMON RES

System and method for motor speed estimation using hybrid model reference adaptive system

Motor drives, motor speed controllers, motor speed estimation systems, and methods are presented for controlling motor startup speed and for estimating motor speed during startup, in which a speed estimate controller provides a rotor speed estimate based on a first error term from a torque-based MRAS component for a first range of motor speeds and based on a second error term from a rotor flux-based MRAS component for a second range of speeds.
Owner:ROCKWELL AUTOMATION TECH

Permanent magnet synchronous motor fault-tolerant control device based on composite speed estimated rotating speed

The invention discloses a permanent magnet synchronous motor fault-tolerant control device based on composite speed estimated rotating speed. After rotating speed omega 2 obtained by estimation through a model reference adaptive method (MRAS) and rotating speed omega 3 obtained by estimation through a high-frequency injection method are subjected to weighted processing, the estimated rotating speed is obtained; prior probabilities obtained based on a maximum likelihood estimation algorithm are inputted into a fault-tolerant control module based on posterior probability to obtain motor vector-controlled feedback rotating speed, accordingly, the goal of improving the dynamic performance of a system is realized, and meanwhile, the effect of steady-state error caused by the method is also reduced.
Owner:UNIV OF ELECTRONICS SCI & TECH OF CHINA

Permanent magnet synchronous motor (PMSM) fault diagnosis and fault-tolerant control system and method

The present invention discloses a permanent magnet synchronous motor (PMSM) fault diagnosis and fault-tolerant control system and method. The method can be used in motor medium-high speed running period. In PMSM field oriented control (FOC), position and speed information of a rotor, DC bus voltage and two or three current sensors are required. According to the PMSM fault diagnosis and fault-tolerant control system and method, an estimated rotor speed and an estimated resistance value are inputted into a decision making unit based on a model reference adaptive system (MRAS) observer capable of motor speed and resistance value identification, so that the fact that whether a motor position sensor goes wrong, an armature winding component open circuit fault and an inter-turn short circuit fault are identified. According to the PMSM fault diagnosis and fault-tolerant control system and method, the fact that whether a motor phase current sensor goes wrong, a fault location and fault status of the position sensor can be judged, when the position sensor goes wrong, the control system can switch to speed sensorless vector control automatically, so that the system has a certain fault-tolerant capability, and thus the system can ensure normal operation of the motor in some specific applications.
Owner:WUHAN UNIV OF TECH

Motor speed estimation system and method using hybrid model reference adaptive system

Motor drives, motor speed controllers, motor speed estimation systems, and methods are presented for controlling motor speed and for estimating motor speed, in which a speed estimate controller provides a rotor speed estimate based on a first error term from a torque-based MRAS component for a first range of motor speeds and based on a second error term from a rotor flux-based MRAS component for a second range of speeds.
Owner:ROCKWELL AUTOMATION TECH

Rotor flux linkage observation and rotation speed recognition method for bearing-free asynchronous motor

The invention discloses a rotor flux linkage observation and rotation speed recognition method for a bearing-free asynchronous motor, provides a rotation speed detection system and method for the bearing-free asynchronous motor based on POPOV superstability and aims at solving the problem that existing bearing-free asynchronous motor rotation speed recognition is inaccurate. A rotor flux linkage voltage model observation value can be obtained through a flux linkage observer which is formed by an improved second-order generalized-frequency self-adaption integrator according to measured stator voltage and current signals, observed rotor flux linkage serves as a reference value, rotor flux linkage solved through a rotor flux linkage current model serves as an adjustable value, and a model reference adaptive system (MRAS) based on the rotor flux linkage can be formed. The real-time rotation speed of the bearing-free asynchronous motor can be accurately recognized through an appropriate self-adaption law.
Owner:江阴智产汇知识产权运营有限公司

Fuzzy-control-improved permanent-magnet-motor speed-less speed measurement system

The invention discloses a fuzzy-control-improved permanent-magnet-motor speed-less speed measurement system. The fuzzy-control-improved permanent-magnet-motor speed-less speed measurement system comprises a PMSM module, a Clark conversion module, a Park conversion module, a voltage-and-current conversion module, an MRAS module, a first comparator module, a fuzzy controller module, a second comparator module, a first PI adjusting module, a third comparator module, a second PI adjusting module, a Park inverse conversion module, an SVPWM module and an inverter module; the fuzzy-control-improved permanent-magnet-motor speed-less speed measurement system is used for detecting the position and the speed of a motor; in the actual running process, model reference self-adaptive control is that the actual running condition of the motor serves as a reference model, a motor model containing parameters such as the to-be-estimated rotating speed and a current serves as an adjustable module, an equation free of an unknown parameter serves as a reference model, the adjustable module is adjusted through a difference value between an actual measurement current and an estimated current of the motor, the estimated value tracks the actual value, an output difference value of the two models tends to be zero, and therefore the aim of the rotor stably runs is achieved.
Owner:杭州鋆磊产教科技有限公司

Parameter-identification-based PMSG control method for mechanical elastic energy storage

ActiveCN106817054AHigh quality powerEliminate modeling errorsElectronic commutation motor controlVector control systemsMathematical modelControl signal
The invention relates to a parameter-identification-based PMSG control method for mechanical elastic energy storage. The method comprises: a full-system mathematical model of a permanent-magnet synchronous power generation device consisting of a vortex spring box, a transmission gearbox and a permanent-magnet synchronous generator is established; according to an MRAS and a Popov hyperstable theory, two kinds of identification algorithm capable of identifying generator parameters including an inductance value and a flux linkage and energy storage box parameters including a torque and a rotary inertia are designed for parameter changing observation; modeling is carried out by using identification values to eliminate a modeling error caused by internal and external parameter changes to the greatest extent; an adaptive backstepping controller is designed to calculate and obtain an adaptive law for describing resistor interference and control input signals of a d axis and a q axis; and then the control signals are inputted into the full-system mathematical model of the permanent-magnet synchronous power generation device, so that controlling of the permanent-magnet synchronous power generation device can be realized. Experiment results demonstrate that internal and external parameter changing interference of the system can be eliminated to the greatest extent; high-precision controlling of the generator can be realized; and the motor can output high-quality electric energy.
Owner:NORTH CHINA ELECTRIC POWER UNIV (BAODING) +1

Asynchronous motor vector control method based on variable parameter MRAS method

The invention discloses an asynchronous motor vector control method based on a variable parameter MRAS method. The method comprises three portions of rotor flux linkage observation, variable parameterPI adjusting and asynchronous motor vector control. In the invention, based on a conventional MRAS method, an improved voltage model method flux linkage observer is taken as a reference model. In order to overcome disadvantages that a response speed of the system and rotating speed identification errors at a low speed are large, a segment variable parameter PI adjuster is used to replace a traditional PI adjuster. Simulation and experiment show that by using improved voltage model method flux linkage observation, problems of integration drift and a large low speed detection fluctuation are overcome; and compared to the conventional MRAS method, by using variable parameter MRAS method rotating speed identification, overshoot is reduced, a convergence speed is accelerated, an identificationerror is reduced, rotating speed identification is accurate at a low speed and there are many other advantages.
Owner:申茂军

Torque calculation method and device of permanent-magnet synchronous motor

The embodiment of the invention, which belongs to the technical field of the motor, discloses a torque calculation method and device of a permanent-magnet synchronous motor. The calculation method comprises: according to a duty ratio of a motor controller switching tube, a bus voltage and a motor three-phase current, the voltage of the motor in a two-phase stationary coordinate system is calculated, and coordinate transformation is carried out on the three-phase current of the motor to obtain the current in the two-phase stationary coordinate system; according to the voltage and current in the two-phase stationary coordinate system, the flux linkage and the current in a rotor coordinate system are obtained based on a flux MRAS method; and the torque of the motor is calculated according to the flux linkage and current in the rotor coordinate system. With the torque calculation method and device, the torque of the permanent-magnet synchronous motor can be calculated accurately.
Owner:GAC AION NEW ENERGY AUTOMOBILE CO LTD

Compound and medicament for treating MRSA (Methicillin-resistant Staphylococcus Aureus) infection

The invention provides a compound and a preparation method thereof. The compound has a structure shown in a structural formula (I), wherein MRAS-expressed beta-lactamase can activate photosensitive groups in the compound provided by the invention, so as to generate active oxygen for exterminating MRAS without influencing a microbe and normal tissue which have unexpressed beta-lactamase, and therefore, the compound provided by the invention can achieve the beneficial effects of high efficiency, high specificity and less side effect, can be used as a photosensitizer for PACT treatment of MRSA infection and can provide a powerful tool for treating clinical patients with MRSA injection.
Owner:上海交通大学医学院附属第三人民医院

Speed observation method of linear induction motor

An embodiment of the invention discloses a speed observation method of a linear induction motor. The speed observation method comprises a first configuration step: a voltage model of the linear induction motor and a flux linkage observation equation corresponding to a current model are constructed on the basis of an MRAS speed observation method; a first rotating speed acquiring step: the observedrotating speed, a formula which is as shown in the specification, is acquired according to the output of the voltage model and the current model based on a rotating speed self-adaptation law; a second configuration step: a state observer is constructed on the basis of a luenberger observer to serve as an adjustable model of the linear induction motor, and the linear induction motor is used as a reference model; a second rotating speed acquiring step: the observed rotating speed, a formula which is as shown in the specification, is acquired according to the output of the adjustable model and the reference model based on calculation of the rotating speed self-adaptation law; and a calculation step: the final observation rotating speed omega is obtained through calculation according to the observed rotating speed, a formula which is as shown in the specification and the rotating speed a formula which is as shown in the specification. According to the method, the speed information of theobserved linear induction motor is acquired based on the MRAS method and the luenberger observer through the rotating speed self-adaptation law, the influence of the edge end effect is reduced, and then the precision of speed observation is improved.
Owner:深圳市深信创联智能科技有限责任公司

Improved MRAS control method based on limited memory least square method

The invention discloses an improved MRAS control method based on a limited memory least square method. A limited memory least square method identification module is configured in front of an adjustable model of a traditional MRAS; online identification is carried out on PMSM nonlinear parameters, the characteristics of old data elimination and updating of a limited memory least square method identification algorithm are utilized, the defects of data saturation and identification result direction deviation in the identification process are effectively avoided, and the identification accuracy and rapidity are improved. And the stator resistance, the stator inductance and the rotor flux linkage of the PMSM obtained by identification are input into the MRAS adjustable model in real time, and the nonlinear quantity of the adjustable model is updated in real time, so that the stator current vector error is more accurate, and the accuracy of self-adaptive rotating speed estimation is furtherimproved. The method has the advantages of being high in control accuracy, good in dynamic performance, high in robustness, low in cost, simple in control algorithm, high in estimation speed and precision of the rotating speed and the position and the like.
Owner:SHANGHAI INST OF TECH

Scraper conveyor heavy-load adaptive start control device and start control method

The invention relates to a scraper conveyor heavy-load adaptive start control device, which comprises an adaptive start controller, a speed controller, a digital switching switch, a vector controller,an inverter and a motor. The adaptive start controller comprises a torque observer, a speed observer and an adaptive rate controller. The torque observer receives a torque current feedback Ist_fdb signal of the frequency converter vector controller and a flux amplitude psi s signal, and outputs a real-time estimation torque Te_est signal after operation; the speed observer receives voltage and current signals of the vector controller, and obtains a motor real-time speed valve omega_est signal through operation of an MRAS speed sensorless speed estimator; the adaptive rate controller analyzesthe real-time estimation torque Te_est signal and the real-time speed valve omega_est signal, and generates a corresponding torque current given value Ist_ref signal through operation; the vector controller receives a torque current given value Ist_ref signal command and generates a pulse PWM signal to drive a three-phase inverter module; and finally, the three-phase inverter module outputs an expected current and voltage to drive the motor to operate.
Owner:CHAJNA MAJNING DRAJVS EHND AUTOMEHJSHN KO

Model reference adaptive permanent magnet synchronous motor sensorless vector control method based on super-twisted sliding mode algorithm

The invention provides a model reference adaptive permanent magnet synchronous motor sensorless vector control method based on a super-twisted sliding mode algorithm, which belongs to the field of motor control, and solves the problems of poor stability, low precision and poor robustness of a permanent magnet synchronous motor sensorless vector control method in the prior art. According to the method, a reference model and an adjustable model of a permanent magnet synchronous motor position sensorless identification system are established based on a model reference adaptive system (MRAS), and a PMSM position identification system based on the MRAS method is constructed. A feedback correction link is added on the basis of MRAS, and the convergence speed of errors between output of a reference model and output of an adjustable model is increased. Meanwhile, a super-distortion sliding mode algorithm is introduced into the MRAS to replace a PI self-adaptive mechanism in the MRAS, so that the robustness of the system is improved. The dynamic stability and the robustness of the system can be improved. When perturbation occurs to the motor parameters, the influence on the accuracy of rotating speed estimation is small.
Owner:HARBIN UNIV OF SCI & TECH

NNs-MRAS-based speed sensorless doubly-fed induction generator LQR control method

The invention relates to an NNs-MRAS-based speed sensorless doubly-fed induction generator LQR control method. A differential algorithm is adopted to design a neural network (NNs) model, the neural network model is trained by a deviation backpropagation algorithm, and thus, a good rotation speed observation ability is achieved. A controller based on a linear quadratic (LQR) optimal control algorithm for stator current under a two-phase synchronous rotating reference frame is designed, the gains are controlled through state feedback, optimal control on the current closed loop parameters is realized, and the dynamic and static performance of the system is improved.
Owner:CHAJNA MAJNING DRAJVS EHND AUTOMEHJSHN KO

MRAS-based high-voltage asynchronous motor control method

InactiveCN105634367AImprove dynamic and static performanceOvercomes the disadvantage of being affected by stator resistance errorsElectronic commutation motor controlAC motor controlVoltage referenceHigh pressure
The invention discloses an MRAS-based high-voltage asynchronous motor control method, which comprises the following steps: building a reference model of an active power of an asynchronous motor; building an adjustable model of a reactive power of the asynchronous motor; identifying the rotating speed of a motor rotor; obtaining three-phase sine voltage reference signals through a rotor flux-oriented vector control system; and transmitting the three-phase sine voltage reference signals to a pulse width modulation drive plate, controlling a cascaded power unit by a pulse width modulation control method and controlling the rotating speed of the motor. The disadvantages due to the fact that the motor rotor is provided with a photoelectric encoder are avoided; the defect that a counter electromotive force model is affected by a stator resistance error is overcome; and identification of the rotating speed of the motor is well achieved. By an instantaneous reactive power-based model, the control method has relatively high rotating speed identification precision and effectively improves the static and dynamic properties of the motor during starting, speed adjusting and steady-state operation.
Owner:JIANGSU FRONTIER ELECTRIC TECH +3

A permanent magnet synchronous motor fault diagnosis and fault-tolerant control system and method

The present invention discloses a permanent magnet synchronous motor (PMSM) fault diagnosis and fault-tolerant control system and method. The method can be used in motor medium-high speed running period. In PMSM field oriented control (FOC), position and speed information of a rotor, DC bus voltage and two or three current sensors are required. According to the PMSM fault diagnosis and fault-tolerant control system and method, an estimated rotor speed and an estimated resistance value are inputted into a decision making unit based on a model reference adaptive system (MRAS) observer capable of motor speed and resistance value identification, so that the fact that whether a motor position sensor goes wrong, an armature winding component open circuit fault and an inter-turn short circuit fault are identified. According to the PMSM fault diagnosis and fault-tolerant control system and method, the fact that whether a motor phase current sensor goes wrong, a fault location and fault status of the position sensor can be judged, when the position sensor goes wrong, the control system can switch to speed sensorless vector control automatically, so that the system has a certain fault-tolerant capability, and thus the system can ensure normal operation of the motor in some specific applications.
Owner:WUHAN UNIV OF TECH

A Speed ​​Estimation Method of Bearingless Asynchronous Motor

The invention discloses a rotary speed estimation method for a bearingless asynchronous motor, and provides a rotary speed detection system and method for the bearingless asynchronous motor and based on POPOV hyper-stability so as to solve the problem of inaccurate rotary speed identification of the current bearingless asynchronous motor. Two sets of rotor magnetic linkage voltage model observation values are obtained according to actually measured stator voltage and current signals through a magnetic linkage observer formed by a common integrator and a magnetic linkage observer formed based on an improved second-order generalized integrator; the observed rotor magnetic linkage is used as a reference value; and the rotor magnetic linkage is solved by a rotor magnetic linkage current model to be used as an adjustable value to form two sets of rotor magnetic linkage-based model reference adaptive systems (MRAS). Through a proper adaptive law, the rotary speed of the bearingless asynchronous motor is identified; then a proper rotary speed identification observer is controlled to be selected through a regulation and control module to obtain an accurate real-time rotary speed value; and the invention does not give unnecessary details on a suspension force control part of the bearingless asynchronous motor.
Owner:江阴智产汇知识产权运营有限公司

A speed-measuring system of permanent magnet motor without speed with improved fuzzy control

The invention discloses a fuzzy-control-improved permanent-magnet-motor speed-less speed measurement system. The fuzzy-control-improved permanent-magnet-motor speed-less speed measurement system comprises a PMSM module, a Clark conversion module, a Park conversion module, a voltage-and-current conversion module, an MRAS module, a first comparator module, a fuzzy controller module, a second comparator module, a first PI adjusting module, a third comparator module, a second PI adjusting module, a Park inverse conversion module, an SVPWM module and an inverter module; the fuzzy-control-improved permanent-magnet-motor speed-less speed measurement system is used for detecting the position and the speed of a motor; in the actual running process, model reference self-adaptive control is that the actual running condition of the motor serves as a reference model, a motor model containing parameters such as the to-be-estimated rotating speed and a current serves as an adjustable module, an equation free of an unknown parameter serves as a reference model, the adjustable module is adjusted through a difference value between an actual measurement current and an estimated current of the motor, the estimated value tracks the actual value, an output difference value of the two models tends to be zero, and therefore the aim of the rotor stably runs is achieved.
Owner:杭州鋆磊产教科技有限公司

Multi-parameter decoupling online identification method for asynchronous motor

The present invention relates to the technical field of asynchronous motors, in particular to an online identification method for multi-parameter decoupling of asynchronous motors, comprising the following steps: S1: constructing a parallel identification algorithm for asynchronous motor speed and stator resistance, exploring the coupling relationship between speed and stator resistance, using The second law of Lyapunov designs the adaptive law of speed and stator resistance, and finally conducts parallel identification of speed and stator resistance based on MRAS; S2: Build an identification strategy for asynchronous motor rotor resistance, and establish a rotor resistance based on small signal injection MRAS system reference model of resistance and MRAS system adjustable model. The invention can ensure the stability of the parallel identification of the rotational speed and the stator resistance at extremely low speed / zero speed by designing the self-adaptive law of the rotational speed and the stator resistance; the rotational speed and the rotor resistance can be identified in parallel without any influence on the output torque.
Owner:重庆中涪科瑞工业技术研究院有限公司

A method for rotor flux observation and speed identification of bearingless asynchronous motor

The invention discloses a rotor flux linkage observation and rotation speed recognition method for a bearing-free asynchronous motor, provides a rotation speed detection system and method for the bearing-free asynchronous motor based on POPOV superstability and aims at solving the problem that existing bearing-free asynchronous motor rotation speed recognition is inaccurate. A rotor flux linkage voltage model observation value can be obtained through a flux linkage observer which is formed by an improved second-order generalized-frequency self-adaption integrator according to measured stator voltage and current signals, observed rotor flux linkage serves as a reference value, rotor flux linkage solved through a rotor flux linkage current model serves as an adjustable value, and a model reference adaptive system (MRAS) based on the rotor flux linkage can be formed. The real-time rotation speed of the bearing-free asynchronous motor can be accurately recognized through an appropriate self-adaption law.
Owner:江阴智产汇知识产权运营有限公司

A Position Sensorless Control Method for Permanent Magnet Synchronous Motor Based on Simplified MRAS Method

The invention discloses a position sensorless control method for a permanent magnet synchronous motor based on a simplified MRAS method, which belongs to the field of motor control systems and includes the following steps: S1: constructing a reference model of a permanent magnet synchronous motor position sensorless identification system based on the MRAS method and Adjustable model, S2: Constructing the IPMSM position identification system based on MRAS method, S3: Performing simulation analysis on the constructed IPMSM position identification system based on MRAS method, S4: Constructing an improved system with no position sensor algorithm after adding resistance identification, S5 : Simulate and analyze the improved system without position sensor algorithm after adding resistance identification. The position sensorless control method of permanent magnet synchronous motor based on the simplified MRAS method is more scientific and reasonable. On the premise of not affecting the control effect, the MRAS method is simplified and stator resistance identification is added, which makes the motor model more accurate and improves the rotor position identification. precision.
Owner:ARMOR ACADEMY OF CHINESE PEOPLES LIBERATION ARMY

Inertia identification method, system and storage medium based on velocity interpolation

The invention belongs to the technical field of inertia identification, and discloses an inertia identification method, system and storage medium based on speed interpolation, and uses different improved MRAS inertia identification algorithms for inertia identification based on different input speed waveforms. Determine whether the input speed waveform is a triangle wave or square wave; when the input speed waveform is a triangle wave, select the improved MRAS inertia identification algorithm based on the triangle wave input for MRAS inertia identification; when the input speed waveform is a square wave, select the improved MRAS based on the square wave input. The inertia identification algorithm performs the MRAS inertia identification. The present invention uses triangular wave and square wave as the input speed signal to perform inertia identification, which has the problem of low precision. A targeted and improved MRAS inertia identification algorithm is proposed to improve the accuracy of inertia identification results. Compared with other improved solutions of MRAS, the present invention has the characteristics of less computational burden and more practicality.
Owner:GUANGDONG TOPSTAR TECH +1

Method of improving identification precision of speedless sensor under condition of unbalanced network voltage

The invention relates to a method of improving identification precision of a speedless sensor under the condition of unbalanced network voltage. The method comprises the steps that a wind power generator controlled by a double-fed control system is adopted; when the network voltage is in a balanced state, stator voltage and stator current serve as an input of an MRAS (Model Reference Adaptive System) reference model directly; and rotating speed data is obtained after PI (Proportional-Integral) adaptive rotating speed estimation. An improvement of the method is that when the network voltage is in an unbalanced state, negative sequence components of the voltage and the current due to unbalance of the network voltage are removed from the input quantity of the MRAS reference model. The method has the technical benefits that the speedless sensor meets a control requirement that the power generator works in the slight unbalanced state of the network voltage; the identification precision of the speedless sensor on the rotating speed in the unbalanced state of the network voltage is improved; an application scope of the speedless sensor is expanded; and fault toleration control of the double-fed wind power generator during a fault of a speed sensor is achieved.
Owner:CHONGQING JIAOTONG UNIVERSITY

Method for asynchronous motor rotor flux linkage observation and rotation speed identification

The invention discloses a method for asynchronous motor rotor flux linkage observation and rotation speed identification, which comprises the following steps of: according to stator voltage and current signals measured in real time, observing to obtain a rotor flux linkage through a sliding mode observer based on a super-twisting theory and using the rotor flux linkage as a reference value; using a rotor flux linkage calculated according to a rotor flux linkage current model as an adjustable value; constructing a model reference self-adaptive system (MRAS) based on the rotor flux linkages; and identifying the asynchronous motor rotation speed through the self-adaptive law. The rotation speed identification method provided by the invention has high robustness for the variation of stator resistance, and can provide accurate rotor flux linkages and rotation speed values, thereby being especially suitable for an asynchronous motor vector control system.
Owner:ZHEJIANG UNIV

Permanent magnet synchronous motor sensorless control method based on simplified MRAS method

The invention discloses a permanent magnet synchronous motor sensorless control method based on a simplified MRAS method, and belongs to the field of motor control systems. The method comprises the following steps: 1, constructing a reference model and an adjustable model of a permanent magnet synchronous motor sensorless identification system based on an MRAS method, S2, constructing an IPMSM position identification system based on the MRAS method; S3, carrying out simulation analysis on the constructed IPMSM position identification system based on the MRAS method, S4, constructing an improved system of a position sensorless algorithm after resistance identification is added; S5, carrying out simulation analysis on the constructed improved system of the position sensorless algorithm afterresistance identification is added. The permanent magnet synchronous motor sensorless control method based on the simplified MRAS method is more scientific and reasonable, the MRAS method is simplified on the premise that the control effect is not affected, stator resistance identification is added, a motor model is more accurate, and the rotor position identification precision is improved.
Owner:ARMOR ACADEMY OF CHINESE PEOPLES LIBERATION ARMY

A sensorless speed measurement method for permanent magnet synchronous motor based on fuzzy control and mras

The invention discloses a permanent magnet synchronous motor speed-sensor-free speed measuring method based on fuzzy control and an MRAS. The method is used for position and speed detection of a motor. In the actual running process, according to model reference adaptive control, the actual running condition of the motor serves as a reference model, a motor model containing to-be-estimated rotating speed, current and other parameters serves as an adjustable model, an equation not containing unknown parameters serves as a reference model, the two models have the same output quantity in physical significance, the output value of the reference model serves as ideal response, the two selected models both output current values, the adjustable model is adjusted through the difference between actually measured current and estimated current of the motor, the actual value is tracked through the estimated value, the output difference between the two models approaches zero, and therefore the purpose that output of the reference model can be tracked through output of a control object, and then the motor runs stably is achieved.
Owner:SHANGHAI INST OF TECH

MRAS speed estimation method based on single-neuron PID controller

The invention discloses an MRAS speed estimation method based on a single-neuron PID controller. The method is used for detecting the rotating speed of a permanent magnet synchronous motor when the permanent magnet synchronous motor runs without a speed sensor. According to the method, when the permanent magnet synchronous motor adopts id=0 control, on the basis of MRAS deduced based on q-axis current, a single-neuron PID controller is adopted to improve a conventional PID controller solve the problems that the conventional PID controller is difficult in parameter setting, cannot achieve online self-setting and the like. Simulation results show that the MRAS speed estimation method adopting the single-neuron PID controller can quickly and accurately realize estimation of the rotating speed of the permanent magnet synchronous motor, and provides theoretical basis and reference for practical application in the industry.
Owner:HARBIN UNIV OF SCI & TECH
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