CN110535389B - Oversampling prediction current control method for permanent magnet synchronous motor system - Google Patents
Oversampling prediction current control method for permanent magnet synchronous motor system Download PDFInfo
- Publication number
- CN110535389B CN110535389B CN201910845262.0A CN201910845262A CN110535389B CN 110535389 B CN110535389 B CN 110535389B CN 201910845262 A CN201910845262 A CN 201910845262A CN 110535389 B CN110535389 B CN 110535389B
- Authority
- CN
- China
- Prior art keywords
- time
- moment
- motor
- pwm duty
- current
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P21/00—Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
- H02P21/0003—Control strategies in general, e.g. linear type, e.g. P, PI, PID, using robust control
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P21/00—Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
- H02P21/14—Estimation or adaptation of machine parameters, e.g. flux, current or voltage
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P21/00—Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
- H02P21/14—Estimation or adaptation of machine parameters, e.g. flux, current or voltage
- H02P21/18—Estimation of position or speed
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
- H02P21/00—Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
- H02P21/22—Current control, e.g. using a current control loop
Abstract
An oversampling prediction current control method for a permanent magnet synchronous motor system comprises the following steps: by control system at kTs、(k+0.25)Ts、(k+0.5)Ts、(k+0.75)TsSampling at all times; calculating a q-axis component of the motor reference current; at kTs、(k+0.5)TsSolving d and q axis components of the actual current of the motor at any moment; obtaining d and q axis components of the predicted voltage by using a motor discrete prediction model; adopts an asymmetric seven-segment two-level SVPWM modulation strategy at kTs、(k+0.5)TsThe duty ratio of six PWM pulses is calculated at the time point, and is at (k +0.25) Ts、(k+0.5)Ts、(k+0.75)Ts、(k+1)TsAnd outputting six paths of PWM pulses at any moment to act on the six-bridge arm inverter, and further actually outputting corresponding reference voltage to act on the motor. According to the invention, through twice voltage and current sampling, four times of motor rotor position angle sampling and four times of PWM duty ratio updating in one carrier cycle, the dynamic performance of the system under low switching frequency is effectively improved, and no static error and oscillation in a steady state exist.
Description
Technical Field
The invention relates to a permanent magnet synchronous motor. In particular to an oversampling prediction current control method for a permanent magnet synchronous motor system.
Background
Model Predictive Control (MPC) was originally developed for engineering applications, and has a strong background and wide applicability for industrial applications. The control method is successfully applied to a plurality of process control fields of petroleum, chemical engineering, aerospace, energy and the like. The permanent magnet synchronous motor control system mostly adopts a rotating speed and current double closed loop control structure, wherein the dynamic and steady state performance of a current inner loop is a key factor for improving the performance of the permanent magnet synchronous motor control system. The model predictive control predicts a voltage vector to be applied to the motor at the time k +1 by a predictive model using the motor state at the time k. After the voltage vector acts for one period, the motor current can accurately follow the command current value. The model predictive control enables good dynamic and steady state response of the motor current. However, for digital control, control delay is one of the main factors for restricting the loop-in-current and steady-state performance. Under the working condition of low switching frequency, the PWM duty ratio updating delay period is longer, at the moment, the actual values of the voltage, the current and the rotor position angle of the motor and the sampling value change greatly, so that a large error exists in the control quantity, the current control can generate oscillation and static error, the current oscillation can cause the mechanical vibration of the motor, and even can cause the driver to stop running due to overcurrent alarm; the current static difference can reduce the operation efficiency of the driving system, so that the driving system can not output rated torque and can not work in a torque control mode, and the like.
Disclosure of Invention
The technical problem to be solved by the invention is to provide a permanent magnet synchronous motor system oversampling and current predicting control method which can greatly improve the dynamic and steady state performance of a permanent magnet synchronous motor control system.
The technical scheme adopted by the invention is as follows: an oversampling prediction current control method for a permanent magnet synchronous motor system comprises the following steps:
1) at kTsTime sum (k +0.5) TsAt the moment, the control system samples the three-phase current of the motor ABC, the voltage of a direct-current bus and the electrical angular speed of a motor rotor; at kTsTime, (k +0.25) TsTime, (k +0.5) TsTime, (k +0.75) TsAt that time, the control system samples the rotor position angle, k 1, 2, 3 … …; t issIs IGA BT switching period;
2) under the control that the d shafting component of the motor reference current is zero, the q shafting component of the motor reference current is calculated through a rotating speed ring PI regulatorThe method specifically comprises the following steps:
wherein the content of the first and second substances,respectively are motor reference current d and q shafting components,is the proportional coefficient of the rotating speed ring PI regulator,for the integral coefficient, omega, of a speed loop PI regulatorrefIs a reference value of the rotating speed, and omega is the mechanical angular speed of the motor rotor;
3) solving for (k + x) T according to motor ABC three-phase currentsD and q shafting components i of actual current of time motord(k+x)、iq(k + x), specifically solved as:
where x is 0 in the first half and 0.5 in the second half of each carrier period, id(k + x) and iq(k + x) are respectively d and q shafting components of the actual current of the motor, iA(k)、iB(k) And iC(k) Is ABC three-phase current of the motor, MABC/αβIs a transformation matrix from ABC three-phase stationary shafting to alpha beta two-phase stationary shafting, Mαβ/dqThe specific expression is a transformation matrix from an alpha beta two-phase stationary shafting to a dq two-phase rotating shafting as follows:
in the formula, θ (k + x) is (k + x) TsThe included angle between the d axis system and the alpha axis system at the moment;
4) at kTsTime sum (k +0.5) TsAt the moment, the predicted values of the d and q shafting components of the actual current of the motor are obtained according to the current prediction model, including respectively predicting (k +0.25) TsTime sum (k +0.75) TsTime current d, q axis componentAndandanddelay compensation as a voltage prediction model;
5) using a voltage prediction model, based on kT respectivelysTime sum (k +0.5) TsThe electric angular speed of the motor rotor at the moment, and components of a motor reference current d shafting and a q shaftingAnd the predicted values of the components of the d axis system and the q axis system of the actual current of the motor are obtained, so that the predicted current is (k +1) TsPredicted voltage d and q shafting components of time tracking reference currentAndat (k +1.5) TsPredicted voltage d and q shafting components of time tracking reference currentAnd
6) in each carrier period, an asymmetric seven-segment two-level SVPWM modulation method is adopted to calculate the PWM duty ratio T of the four-time three-phase invertera、TbAnd TcUpdating the calculation result of each time; at kTsTime judgment (k-0.25) TsPWM duty ratio calculated at the moment of kTsTime to (k +0.25) TsThere are several crossing points with the triangular carrier between the moments, if the number of crossing points is greater than 1, kTsThe three-phase PWM duty ratio calculated at the moment is equal to (k-0.25) TsThe three-phase PWM duty ratio at the moment, if the number of the intersection points is equal to 1, according to kTsReference voltage d and q shafting components calculated at momentAnd rotor position angle θ (k) and at kTsTime to (k +0.25) TsOne-phase PWM duty ratio with intersection point between the moment and the triangular carrier wave, recalculating PWM duty ratios of other two phases, and if no intersection point exists, performing pulse width modulation (kT) according to the calculated PWM duty ratiosReference voltage d and q shafting components calculated at momentAnd a rotor position angle θ (k) calculating a three-phase PWM duty cycle;
at (k +0.25) TsTime of day in terms of kTsReference voltage d and q shafting components calculated at momentAnd (k +0.25) TsCalculating a three-phase PWM duty ratio according to a rotor position angle theta (k +0.25) at the moment;
at (k +0.5) TsTime judgment (k +0.25) TsThe three-phase PWM duty ratio calculated at the moment is (k +0.5) TsTime to (k +0.75) TsThere are several crossing points between the time and the triangular carrier, if the crossing point number is more than 1, (k +0.5) TsThe three-phase PWM duty ratio calculated at the moment is equal to (k +0.25) TsThe three-phase PWM duty ratio at the moment, if the number of the intersection points is equal to 1, according to (k +0.5) TsReference voltage d and q shafting components calculated at momentAnd rotor position angle θ (k +0.5) and at (k +0.5) TsTime to (k +0.75) TsOne phase PWM duty ratio of the intersection point of the moment and the triangular carrier wave is recalculated, if the intersection point does not exist, the PWM duty ratio of the other two phases is recalculated according to (k +0.5) TsReference voltage d and q shafting components calculated at momentAnd rotor position angle θ (k +0.5), calculating three-phase PWM duty cycle;
at (k +0.75) TsThe time is according to (k +0.5) TsReference voltage d and q shafting components calculated at moment And (k +0.75) TsCalculating a three-phase PWM duty ratio according to a rotor position angle theta (k +0.75) at the moment; delaying the three-phase PWM duty ratio calculated at each moment by 0.25TsThen comparing the output voltage with the triangular carrier and outputting PWM pulse to act on the six-bridge arm inverter, further actually outputting corresponding reference voltage to act on the motor, and returning to the step 1) for circulation.
The oversampling prediction current control method for the permanent magnet synchronous motor system can greatly improve the dynamic and stable performance of the permanent magnet synchronous motor control system under the condition of keeping the switching frequency unchanged. The technical scheme of the invention has the following beneficial effects:
(1) according to the invention, the bus voltage and the three-phase current of the motor are sampled twice in one period to sample the position angle of the motor rotor four times, and the d shafting component and the q shafting component of the predicted voltage value are obtained through a model prediction algorithm, so that the steady-state performance of the system is guaranteed;
(2) according to the invention, the four PWM duty ratios are updated in one carrier cycle by an asymmetric SVPWM (space vector pulse width modulation) method, so that a reference basis is provided for improving the dynamic performance of a system;
(3) according to the invention, through twice voltage and current sampling, four times of motor rotor position angle sampling and four times of PWM duty ratio updating in one carrier cycle, the dynamic performance of the system under low switching frequency is effectively improved, and no static error and oscillation in a steady state exist.
Drawings
FIG. 1 is a diagram of a main circuit and control system of a three-phase two-level PWM rectifier;
FIG. 2 is a timing diagram of current sampling and PWM duty cycle update for a PMSM control system;
fig. 3 is a flowchart of an oversampling predictive current control method for a permanent magnet synchronous motor system according to the present invention.
Detailed Description
The oversampling prediction current control method of the permanent magnet synchronous motor system according to the present invention is described in detail below with reference to the embodiments and the drawings.
As shown in fig. 3, the oversampling prediction current control method for the permanent magnet synchronous motor system of the present invention includes the following steps:
1) at kTsTime, (k +0.5) TsAt any moment, the control system samples current, voltage and electric angular speed of the motor rotor, and the method specifically comprises the following steps: motor ABC three-phase current iA(k)、iA(k+0.5)、iB(k)、iB(k+0.5)、iC(k)、iC(k +0.5), DC bus voltage udc(k)、udc(k +1), electrical angular velocity ω of rotor of electric machinee(k)、ωe(k + 0.5); at kTsTime, (k +0.25) TsMoment (k +0.5)TsTime, (k +0.75) TsAt any moment, the control system samples the rotor position angle, and the method specifically comprises the following steps: theta (k), theta (k +0.25), theta (k +0.5) and theta (k + 0.75); k is 1, 2, 3 … …; t issIs the IGBT switching period;
2) under the control that the d shafting component of the motor reference current is zero, the q shafting component of the motor reference current is calculated through a rotating speed ring PI regulatorThe method specifically comprises the following steps:
wherein the content of the first and second substances,respectively are motor reference current d and q shafting components,is the proportional coefficient of the rotating speed ring PI regulator,for the integral coefficient, omega, of a speed loop PI regulatorrefIs a reference value of the rotating speed, and omega is the mechanical angular speed of the motor rotor;
3) according to motor ABC three-phase current iA(k+x)、iB(k+x)、iC(k + x), solving for (k + x) TsD and q shafting components i of actual current of time motord(k+x)、iq(k + x), specifically solved as:
where x is 0 in the first half and 0.5 in the second half of each carrier period, id(k + x) and iq(k + x) are d-axis and q-axis components of the actual current of the motor, iA(k)、iB(k) AndiC(k) is ABC three-phase current of the motor, MABC/αβIs a transformation matrix from ABC three-phase stationary shafting to alpha beta two-phase stationary shafting, Mαβ/dqThe specific expression is a transformation matrix from an alpha beta two-phase stationary shafting to a dq two-phase rotating shafting as follows:
in the formula, θ (k + x) is (k + x) TsThe included angle between the d axis system and the alpha axis system at the moment;
4) at kTsTime sum (k +0.5) TsAt the moment, the predicted values of the d and q shafting components of the actual current of the motor are obtained according to the current prediction model, including respectively predicting (k +0.25) TsTime sum (k +0.75) TsTime current d, q axis componentAndandanddelay compensation as a voltage prediction model; the current prediction model is as follows:
in the formula (I), the compound is shown in the specification,is (k-1) TsD and q shafting voltage predicted values obtained by time calculation, is (k-0.5) TsD and q shafting voltage predicted values, T, obtained by time calculationsFor IGBT switching period, RsIs stator resistance, Ld、LqD, q axial components, psi, of stator inductance, respectivelyfFor rotor flux linkage, omegae(k) The electrical angular velocity of the motor rotor at time k.
5) Using a voltage prediction model, based on kT respectivelysTime sum (k +0.5) TsThe electric angular speed of the motor rotor at the moment, and components of a motor reference current d shafting and a q shaftingAnd the predicted values of the components of the d axis system and the q axis system of the actual current of the motor are obtained, so that the predicted current is (k +1) TsPredicted voltage d and q shafting components of time tracking reference currentAndat (k +1.5) TsPredicted voltage d and q shafting components of time tracking reference currentAndthe voltage prediction model is as follows:
in the formula (I), the compound is shown in the specification,respectively, the predicted voltage d and q are axial components, the upper mark PR represents the predicted value, TsFor IGBT switching period, RsIs stator resistance, Ld、LqD, q axial components, psi, of stator inductance, respectivelyfFor rotor flux linkage, omegaeIs the electrical angular velocity, omega, of the rotor of the motore(k) At time k, the electrical angular velocity, omega, of the motor rotore(k +0.5) the electrical angular velocity of the rotor of the motor at the moment k +0.5,And the current q shafting component is used as the delay compensation of the voltage prediction model.
6) In each carrier period, an asymmetric seven-segment two-level SVPWM modulation method is adopted to calculate the PWM duty ratio T of the four-time three-phase invertera、TbAnd TcUpdating the calculation result of each time; at kTsTime judgment (k-0.25) TsPWM duty ratio calculated at the moment of kTsTime to (k +0.25) TsThere are several crossing points with the triangular carrier between the moments, if the number of crossing points is greater than 1, kTsThe three-phase PWM duty ratio calculated at the moment is equal to (k-0.25) TsThe three-phase PWM duty ratio at the moment, if the number of the intersection points is equal to 1, according to kTsReference voltage d and q shafting components calculated at momentAnd rotor position angle θ (k) and at kTsTime to (k +0.25) TsOne-phase PWM duty ratio with intersection point between the moment and the triangular carrier wave, recalculating PWM duty ratios of other two phases, and if no intersection point exists, performing pulse width modulation (kT) according to the calculated PWM duty ratiosReference voltage d and q shafting components calculated at momentAnd a rotor position angle θ (k) calculating a three-phase PWM duty cycle;
at (k +0.25) TsTime of day in terms of kTsTime of dayCalculated reference voltage d, q axis componentAnd (k +0.25) TsCalculating a three-phase PWM duty ratio according to a rotor position angle theta (k +0.25) at the moment;
at (k +0.5) TsTime judgment (k +0.25) TsThe three-phase PWM duty ratio calculated at the moment is (k +0.5) TsTime to (k +0.75) TsThere are several crossing points between the time and the triangular carrier, if the crossing point number is more than 1, (k +0.5) TsThe three-phase PWM duty ratio calculated at the moment is equal to (k +0.25) TsThe three-phase PWM duty ratio at the moment, if the number of the intersection points is equal to 1, according to (k +0.5) TsReference voltage d and q shafting components calculated at momentAnd rotor position angle θ (k +0.5) and at (k +0.5) TsTime to (k +0.75) TsOne phase PWM duty ratio of the intersection point of the moment and the triangular carrier wave is recalculated, if the intersection point does not exist, the PWM duty ratio of the other two phases is recalculated according to (k +0.5) TsReference voltage d and q shafting components calculated at momentAnd rotor position angle θ (k +0.5), calculating three-phase PWM duty cycle;
at (k +0.75) TsThe time is according to (k +0.5) TsReference voltage d and q shafting components calculated at moment And (k +0.75) TsCalculating a three-phase PWM duty ratio according to a rotor position angle theta (k +0.75) at the moment; delaying the three-phase PWM duty ratio calculated at each moment by 0.25TsThen comparing the voltage with the triangular carrier and outputting PWM pulse to act on the six-bridge arm inverter so as to actually output corresponding reference voltage to act on the motor and returning to the stepStep 1) circulation is carried out. Wherein:
at kTsTime judgment (k-0.25) TsThe three-phase PWM duty ratio calculated at the moment is kTsThe calculation formula for recalculating the PWM duty ratios of the other two phases when the number of intersections between the time and the triangular carrier wave is equal to 1 is as follows:
in the formula, T1Is kTsTime to (k +0.25) TsTime, T, at which the updated one-phase PWM duty cycle intersects the triangular carrier between times2、T3The other two-phase PWM duty ratio for recalculation is at (k +0.25) TsTime to (k +0.5) TsThe time between the time instants at which the triangular carriers intersect,theta (k +0.25) is (k +0.25) T for SVPWM modulation coefficientsThe electric angle of the motor rotor is calculated at any moment;
at kTsTime judgment (k +0.25) TsThe three-phase PWM duty ratio calculated at the moment is (k +0.5) TsTime to (k +0.75) TsThe calculation formula for recalculating the PWM duty ratios of the other two phases when the number of intersections between the time and the triangular carrier wave is equal to 1 is as follows:
in the formula, T4Is (k +0.5) TsTime to (k +0.75) TsTime, T, at which the updated one-phase PWM duty cycle intersects the triangular carrier between times5、T6The other two-phase PWM duty cycle for recalculation is at (k +0.75) TsTime to (k +1) TsThe time between the time instants at which the triangular carriers intersect,for SVPWM modulationCoefficient, θ (k +0.75) is (k +0.75) TsTime of day electrical angle of rotor, TsFor IGBT switching cycles, UrefFor reference to the DC bus voltage value, UdcThe actual DC bus voltage value is obtained.
Claims (4)
1. An oversampling prediction current control method for a permanent magnet synchronous motor system is characterized by comprising the following steps:
1) at kTsTime sum (k +0.5) TsAt the moment, the control system samples the three-phase current of the motor ABC, the voltage of a direct-current bus and the electrical angular speed of a motor rotor; at kTsTime, (k +0.25) TsTime, (k +0.5) TsTime, (k +0.75) TsAt that time, the control system samples the rotor position angle, k 1, 2, 3 … …; t issIs the IGBT switching period;
2) under the control that the d shafting component of the motor reference current is zero, the q shafting component of the motor reference current is calculated through a rotating speed ring PI regulatorThe method specifically comprises the following steps:
wherein the content of the first and second substances,respectively are motor reference current d and q shafting components,is the proportional coefficient of the rotating speed ring PI regulator,for the integral coefficient, omega, of a speed loop PI regulatorrefIs a reference value of the rotating speed, and omega is the mechanical angular speed of the motor rotor;
3) solving for (k + x) T according to motor ABC three-phase currentsD and q shafting components i of actual current of time motord(k+x)、iq(k + x), specifically solved as:
where x is 0 in the first half and 0.5 in the second half of each carrier period, id(k + x) and iq(k + x) are respectively d and q shafting components of the actual current of the motor, iA(k)、iB(k) And iC(k) Is ABC three-phase current of the motor, MABC/αβIs a transformation matrix from ABC three-phase stationary shafting to alpha beta two-phase stationary shafting, Mαβ/dqThe specific expression is a transformation matrix from an alpha beta two-phase stationary shafting to a dq two-phase rotating shafting as follows:
in the formula, θ (k + x) is (k + x) TsThe included angle between the d axis system and the alpha axis system at the moment;
4) at kTsTime sum (k +0.5) TsAt the moment, the predicted values of the d and q shafting components of the actual current of the motor are obtained according to the current prediction model, including respectively predicting (k +0.25) TsTime sum (k +0.75) TsTime current d, q axis componentAndandanddelay compensation as a voltage prediction model;
5) using a voltage prediction model, based on kT respectivelysTime sum (k +0.5) TsThe electric angular speed of the motor rotor at the moment, and components of a motor reference current d shafting and a q shaftingAnd the predicted values of the components of the d axis system and the q axis system of the actual current of the motor are obtained, so that the predicted current is (k +1) TsPredicted voltage d and q shafting components of time tracking reference currentAndat (k +1.5) TsPredicted voltage d and q shafting components of time tracking reference currentAnd
6) in each carrier period, an asymmetric seven-segment two-level SVPWM modulation method is adopted to calculate the PWM duty ratio T of the four-time three-phase invertera、TbAnd TcUpdating the calculation result of each time; at kTsTime judgment (k-0.25) TsPWM duty ratio calculated at the moment of kTsTime to (k +0.25) TsThere are several crossing points with the triangular carrier between the moments, if the number of crossing points is greater than 1, kTsThe three-phase PWM duty ratio calculated at the moment is equal to (k-0.25) TsThe three-phase PWM duty ratio at the moment, if the number of the intersection points is equal to 1According to kTsReference voltage d and q shafting components calculated at momentAnd rotor position angle θ (k) and at kTsTime to (k +0.25) TsOne-phase PWM duty ratio with intersection point between the moment and the triangular carrier wave, recalculating PWM duty ratios of other two phases, and if no intersection point exists, performing pulse width modulation (kT) according to the calculated PWM duty ratiosReference voltage d and q shafting components calculated at momentAnd a rotor position angle θ (k) calculating a three-phase PWM duty cycle;
at (k +0.25) TsTime of day in terms of kTsReference voltage d and q shafting components calculated at momentAnd (k +0.25) TsCalculating a three-phase PWM duty ratio according to a rotor position angle theta (k +0.25) at the moment;
at (k +0.5) TsTime judgment (k +0.25) TsThe three-phase PWM duty ratio calculated at the moment is (k +0.5) TsTime to (k +0.75) TsThere are several crossing points between the time and the triangular carrier, if the crossing point number is more than 1, (k +0.5) TsThe three-phase PWM duty ratio calculated at the moment is equal to (k +0.25) TsThe three-phase PWM duty ratio at the moment, if the number of the intersection points is equal to 1, according to (k +0.5) TsReference voltage d and q shafting components calculated at momentAnd rotor position angle θ (k +0.5) and at (k +0.5) TsTime to (k +0.75) TsOne phase PWM duty ratio of the intersection point of the moment and the triangular carrier wave is recalculated, if the intersection point does not exist, the PWM duty ratio of the other two phases is recalculated according to (k +0.5) TsReference voltage d and q shafting components calculated at momentAnd rotor position angle θ (k +0.5), calculating three-phase PWM duty cycle;
at (k +0.75) TsThe time is according to (k +0.5) TsReference voltage d and q shafting components calculated at moment And (k +0.75) TsCalculating a three-phase PWM duty ratio according to a rotor position angle theta (k +0.75) at the moment; delaying the three-phase PWM duty ratio calculated at each moment by 0.25TsThen comparing the output voltage with the triangular carrier and outputting PWM pulse to act on the six-bridge arm inverter, further actually outputting corresponding reference voltage to act on the motor, and returning to the step 1) for circulation.
2. The method for controlling the oversampling and predicting current of the permanent magnet synchronous motor system according to claim 1, wherein the current prediction model of the step 4) is as follows:
in the formula (I), the compound is shown in the specification,is (k-1) TsD and q shafting voltage predicted values obtained by time calculation, is (k-0.5) TsD and q shafting voltage predicted values, T, obtained by time calculationsFor IGBT switching period, RsIs stator resistance, Ld、LqD, q axial components, psi, of stator inductance, respectivelyfFor rotor flux linkage, omegae(k) The electrical angular velocity of the motor rotor at time k.
3. The method for controlling the oversampling predictive current of the permanent magnet synchronous motor system according to claim 1, wherein the voltage prediction model of step 5) is as follows:
in the formula (I), the compound is shown in the specification,respectively, the predicted voltage d and q are axial components, the upper mark PR represents the predicted value, TsFor IGBT switching period, RsIs stator resistance, Ld、LqD, q axial components, psi, of stator inductance, respectivelyfFor rotor flux linkage, omegaeIs the electrical angular velocity, omega, of the rotor of the motore(k) At time k, the electrical angular velocity, omega, of the motor rotore(k +0.5) the electrical angular velocity of the rotor of the motor at the moment k +0.5,And the current q shafting component is used as the delay compensation of the voltage prediction model.
4. The oversampling predictive current control method for a permanent magnet synchronous motor system according to claim 1, wherein in step 6):
at kTsTime judgment (k-0.25) TsThe three-phase PWM duty ratio calculated at the moment is kTsTime to (k +0.25) TsThe calculation formula for recalculating the PWM duty ratios of the other two phases when the number of intersections between the time and the triangular carrier wave is equal to 1 is as follows:
T3=0.5mTs sinθ(k+0.25)+T2+T1
in the formula, T1Is kTsTime to (k +0.25) TsTime, T, at which the updated one-phase PWM duty cycle intersects the triangular carrier between times2、T3The other two-phase PWM duty ratio for recalculation is at (k +0.25) TsTime to (k +0.5) TsThe time between the time instants at which the triangular carriers intersect,theta (k +0.25) is (k +0.25) T for SVPWM modulation coefficientsThe electric angle of the motor rotor is calculated at any moment;
at kTsTime judgment (k +0.25) TsThe three-phase PWM duty ratio calculated at the moment is (k +0.5) TsTime to (k +0.75) TsThe calculation formula for recalculating the PWM duty ratios of the other two phases when the number of intersections between the time and the triangular carrier wave is equal to 1 is as follows:
T6=T4-0.5mTssinθ(k+0.75)-T5
in the formula, T4Is (k +0.5) TsTime to (k +0.75) TsTime, T, at which the updated one-phase PWM duty cycle intersects the triangular carrier between times5、T6The other two-phase PWM duty cycle for recalculation is at (k +0.75) TsTime to (k +1) TsThe time between the time instants at which the triangular carriers intersect,theta (k +0.75) is (k +0.75) T, which is the SVPWM modulation coefficientsTime of day electrical angle of rotor, TsFor IGBT switching cycles, UrefFor reference to the DC bus voltage value, UdcThe actual DC bus voltage value is obtained.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910845262.0A CN110535389B (en) | 2019-09-08 | 2019-09-08 | Oversampling prediction current control method for permanent magnet synchronous motor system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910845262.0A CN110535389B (en) | 2019-09-08 | 2019-09-08 | Oversampling prediction current control method for permanent magnet synchronous motor system |
Publications (2)
Publication Number | Publication Date |
---|---|
CN110535389A CN110535389A (en) | 2019-12-03 |
CN110535389B true CN110535389B (en) | 2021-03-30 |
Family
ID=68667617
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201910845262.0A Active CN110535389B (en) | 2019-09-08 | 2019-09-08 | Oversampling prediction current control method for permanent magnet synchronous motor system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN110535389B (en) |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111244981A (en) * | 2020-03-06 | 2020-06-05 | 北京车和家信息技术有限公司 | Method and device for restraining unbalance of three-phase current |
CN111555684B (en) * | 2020-04-03 | 2021-10-29 | 浙江工业大学 | Permanent magnet synchronous motor multi-step model prediction torque control method with variable switching points |
CN114400937B (en) * | 2021-03-25 | 2023-10-24 | 南京航空航天大学 | Permanent magnet synchronous motor dead beat control strategy based on duty ratio correction |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102904520A (en) * | 2012-10-09 | 2013-01-30 | 华东建筑设计研究院有限公司 | Current predictive control method of permanent magnet synchronous motor |
CN106788045A (en) * | 2017-02-17 | 2017-05-31 | 天津工业大学 | A kind of permagnetic synchronous motor model prediction PI changeable weight concurrency control methods |
US10097120B2 (en) * | 2016-09-29 | 2018-10-09 | Steering Solutions Ip Holding Corporation | Current prediction for delay compensation in motor control systems |
CN108649855A (en) * | 2018-06-14 | 2018-10-12 | 天津工业大学 | A kind of model prediction method for controlling torque based on duty ratio |
CN109347387A (en) * | 2018-11-07 | 2019-02-15 | 珠海格力电器股份有限公司 | Motor control method and control device based on model prediction |
-
2019
- 2019-09-08 CN CN201910845262.0A patent/CN110535389B/en active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102904520A (en) * | 2012-10-09 | 2013-01-30 | 华东建筑设计研究院有限公司 | Current predictive control method of permanent magnet synchronous motor |
US10097120B2 (en) * | 2016-09-29 | 2018-10-09 | Steering Solutions Ip Holding Corporation | Current prediction for delay compensation in motor control systems |
CN106788045A (en) * | 2017-02-17 | 2017-05-31 | 天津工业大学 | A kind of permagnetic synchronous motor model prediction PI changeable weight concurrency control methods |
CN108649855A (en) * | 2018-06-14 | 2018-10-12 | 天津工业大学 | A kind of model prediction method for controlling torque based on duty ratio |
CN109347387A (en) * | 2018-11-07 | 2019-02-15 | 珠海格力电器股份有限公司 | Motor control method and control device based on model prediction |
Non-Patent Citations (2)
Title |
---|
A Novel Current Predictive Control Based on Fuzzy Algorithm for PMSM;Zhiqiang Wang等;《IEEE Journal of Emerging and Selected Topics in Power Electronics》;20190306;第7卷(第2期);990-1001 * |
改进的永磁同步电机双矢量模型预测转矩控制;沈攀等;《新型工业化》;20190131;第9卷(第1期);1-7 * |
Also Published As
Publication number | Publication date |
---|---|
CN110535389A (en) | 2019-12-03 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN110535389B (en) | Oversampling prediction current control method for permanent magnet synchronous motor system | |
Liu et al. | FCS-MPC-based fault-tolerant control of five-phase IPMSM for MTPA operation | |
CN106788045B (en) | A kind of permanent magnet synchronous motor model prediction PI changeable weight concurrency control method | |
CN110504889B (en) | Fault-tolerant direct torque control method for five-phase permanent magnet synchronous motor | |
CN108448982B (en) | Direct torque control method based on space voltage vector prediction | |
US11522480B2 (en) | SPMSM sensorless composite control method with dual sliding-mode observers | |
Chen et al. | Position sensorless control for five-phase permanent-magnet synchronous motors | |
Guven et al. | An improved sensorless DTC-SVM for three-level inverter-fed permanent magnet synchronous motor drive | |
Azzoug et al. | A variable speed control of permanent magnet synchronous motor without current sensors | |
CN109067276B (en) | High-dynamic robust prediction current control method for permanent magnet synchronous motor | |
Xu et al. | Backstepping direct torque control of permanent magnet synchronous motor with RLS parameter identification | |
Nguyen et al. | Adaline Neural Networks-based sensorless control of five-phase PMSM drives | |
Souad et al. | Comparison between direct torque control and vector control of a permanent magnet synchronous motor drive | |
CN111756287A (en) | Dead zone compensation method suitable for permanent magnet motor control based on current prediction | |
CN111049458A (en) | Permanent magnet synchronous motor current control method based on variable vector action duration | |
Aziz et al. | Encoderless Five-phase PMa-SynRM Drive System Based on Robust Torque-speed Estimator with Super-twisting Sliding Mode Control | |
Mi et al. | Duty-cycle model predictive current control | |
CN111769777B (en) | Two-degree-of-freedom control method for discrete domain current loop of permanent magnet synchronous motor | |
CN112087177B (en) | Control method for single current sensor of permanent magnet synchronous motor | |
CN111740675B (en) | Two-degree-of-freedom control method for discrete domain current loop high robustness of permanent magnet synchronous motor | |
CN111181462B (en) | Surface-mounted permanent magnet synchronous motor parameter identification method based on variable step size neural network | |
Pimentel et al. | Stability analysis of BLDC motor speed controllers under the presence of time delays in the control loop | |
Xu et al. | Improved sensorless control for permanent-magnet synchronous motor with self-inductance asymmetry | |
CN113285634A (en) | Permanent magnet synchronous motor high-speed weak magnetic control method and system based on multi-step zero delay model prediction | |
Zhang et al. | Direct torque control of permanent magnet synchronous motor |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |