CN111313767A - Orthogonal dual-motor current sensor cooperation system based on chopping period and correction method - Google Patents

Orthogonal dual-motor current sensor cooperation system based on chopping period and correction method Download PDF

Info

Publication number
CN111313767A
CN111313767A CN202010091467.7A CN202010091467A CN111313767A CN 111313767 A CN111313767 A CN 111313767A CN 202010091467 A CN202010091467 A CN 202010091467A CN 111313767 A CN111313767 A CN 111313767A
Authority
CN
China
Prior art keywords
current
motor
current sensor
phase
bus
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.)
Granted
Application number
CN202010091467.7A
Other languages
Chinese (zh)
Other versions
CN111313767B (en
Inventor
鲁家栋
胡义华
王洁
倪锴
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Northwestern Polytechnical University
Original Assignee
Northwestern Polytechnical University
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Northwestern Polytechnical University filed Critical Northwestern Polytechnical University
Priority to CN202010091467.7A priority Critical patent/CN111313767B/en
Publication of CN111313767A publication Critical patent/CN111313767A/en
Application granted granted Critical
Publication of CN111313767B publication Critical patent/CN111313767B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P5/00Arrangements specially adapted for regulating or controlling the speed or torque of two or more electric motors
    • H02P5/46Arrangements specially adapted for regulating or controlling the speed or torque of two or more electric motors for speed regulation of two or more dynamo-electric motors in relation to one another
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/22Current control, e.g. using a current control loop
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P27/00Arrangements or methods for the control of AC motors characterised by the kind of supply voltage
    • H02P27/04Arrangements or methods for the control of AC motors characterised by the kind of supply voltage using variable-frequency supply voltage, e.g. inverter or converter supply voltage
    • H02P27/06Arrangements or methods for the control of AC motors characterised by the kind of supply voltage using variable-frequency supply voltage, e.g. inverter or converter supply voltage using dc to ac converters or inverters
    • H02P27/08Arrangements or methods for the control of AC motors characterised by the kind of supply voltage using variable-frequency supply voltage, e.g. inverter or converter supply voltage using dc to ac converters or inverters with pulse width modulation
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P2205/00Indexing scheme relating to controlling arrangements characterised by the control loops
    • H02P2205/01Current loop, i.e. comparison of the motor current with a current reference

Abstract

The invention provides a chopping period based orthogonal double-motor current sensor cooperative system, in a double-motor group control system, the input voltage of an inverter direct current bus of double motors is hung at the same input port, an inverter three-phase bridge arm of each motor subsystem is correspondingly connected with a motor three-phase winding, a cable of each motor three-phase winding respectively passes through a corresponding current sensor signal detection port in the forward direction, the time-sharing observation of the error of the current sensor of the double-motor system is realized, and finally the current sampling error cooperative correction between the multiple motor systems is realized by utilizing the observed value of the bus current. The invention can realize the cooperative correction of the sampling error of the current sensor among all motor systems, and has the advantages of simpler control algorithm, better applicability and higher error estimation time effectiveness.

Description

Orthogonal dual-motor current sensor cooperation system based on chopping period and correction method
Technical Field
The invention relates to the field of motor group control, in particular to a double-motor cooperative control method.
Background
The motor group control is an important development direction of future motor system control, and especially for some scenes needing multi-motor cooperative control, the motor group control is very important. One important direction of research in the control of motor groups is the current balancing control, or current sharing control. The most critical part for realizing the control requirements of the control method is current sampling, feedback and cooperative control. Therefore, the accuracy of the current feedback information directly affects or limits the effect of the cooperative control. Due to the principle and practical factors of the current sensor and the sampling circuit thereof, in actual use, current sampling errors are inevitably generated under the influence of factors such as operating conditions, environment, aging and the like. These current sampling errors can have a very adverse effect on the control of the motor group, especially in the aspect of current cooperative control. In addition, in a more serious case, the errors of the current sampling loops in each single motor system are different, and the errors of the current sampling loops in different motor systems are different. Therefore, a great challenge to the control of the motor group, especially to the current distribution or cooperative control, is that various current sampling errors exist, the current sampling errors are wide in distribution and poor in correlation, and a plurality of scientific and technical problems such as time variation and nonlinearity exist. Therefore, the problem of correcting the current sampling error is particularly important for motor group control, especially motor cooperative control and current distribution control. At present, the correction method for the sampling error of the motor current is mainly based on complex control algorithms such as observer, digital filter, etc. (related algorithms are described in documents 1-3, wherein document 1 is HaoYan, Yongxiang Xu, Weiduo Zhao, He Zhang, christgerada, "DC driver transmitter for the same-phase current transmission with single-phase current transmitter," IEEE Transactions on Magnetics, vol.55, No.2, pp.8100604, feb.2019. (journal of trim, pen Wang, Yi Tang, Leong Hai Koh, Fook Hoong, "Compensation of DC offset, and DC sampling and correction of current sampling error," focus of DC offset, wo 14-12, wo 14, wo 12, k hoo, wo 12, k, c, k, DC offset, wo 14, wo 12, "IEEE Transactions on industrial Electronics, vol.66, No.9, pp.6727-6736, sep.,2019 (journal article) ], however, this kind of method has a technical problem that is difficult to overcome for the current sensor error correction problem in the application of motor group control. On one hand, the methods are provided for single-motor systems, which can realize error correction of each single-motor system, but cannot realize balance of current gain errors among multiple-motor systems, which is an indispensable key link for systems requiring current distribution or cooperative control. On the other hand, the methods usually need to utilize a large number of complex calculation methods to realize the correction process, which undoubtedly increases more calculation amount for the originally very complex motor group control algorithm, and the applicability is not good. Therefore, it is necessary to research the current sensor error correction problem, especially the current sensor error system correction problem, for the application environment of the motor group system cooperative control, especially the multi-motor current distribution or cooperative control system.
Disclosure of Invention
In order to overcome the defects of the prior art, the invention provides a quadrature dual-motor current sensor cooperation system based on a chopping period and a correction method. In order to solve the problem that the influence caused by current sampling errors of a multi-motor current distribution or cooperative control system is difficult to eliminate, the method can not only realize the accurate correction of the current sampling errors of each single-motor system, but also realize the error cooperative correction among all sub-motor systems by taking the whole motor group system as a whole, finally ensure the accurate control of the motor group system control, and has the advantages of small required calculation amount and simple implementation method.
The technical scheme adopted by the invention for solving the technical problems is as follows:
in a double-motor group control system, inverter direct-current bus input voltages of double motors are attached to the same input port, inverter three-phase bridge arms of each motor subsystem are correspondingly connected with motor three-phase windings respectively, cables of the motor three-phase windings respectively penetrate through corresponding current sensor signal detection ports in the forward direction, time-sharing observation of errors of current sensors of the double motor systems is achieved by utilizing the relevance of the direct-current bus current sensors attached to the double motor systems and the three-phase currents of the double motors, current sampling errors of the single motor systems are estimated respectively, and finally current sampling errors among the multiple motor systems are corrected in a coordinated mode by utilizing observed values of the bus currents.
The invention also provides a correction method based on the chopping period orthogonal double-motor current sensor cooperation system, which comprises the following specific steps:
step 1: two motor driving groups in the double-motor group are respectively hung at the same direct-current bus end, and the detection value of the current sensor is represented by formulas (1) to (3):
Figure BDA0002383861650000021
Figure BDA0002383861650000031
Figure BDA0002383861650000032
wherein iAM1、iBM1、iCM1And iAM2、iBM2、iCM2A, B, C three-phase current detection values, k, respectively representing the first and second motorsA1、kB1、kC1And fA1、fB1、fC1A, B, C three-phase current sensor gain error and offset error, k, respectively representing the motor set oneA2、kB2、kC2And fA2、fB2、fC2A, B, C three-phase current sensor gain error and offset error, i, respectively representing the second motor groupPMIndicating the current detection value, k, of the DC bus current sensorP、fPRespectively representing the gain of the DC bus current sensorError and bias error;
in the formula (3), iP1And iP2Is shown in Table 1, wherein S000~S111Eight switching states, S, of the inverter 1000'~S111' denotes eight switching states of the inverter 2, where S000~S111And S000'~S111Subscript numbers "0" and "1" of' respectively indicate the switch states of three-phase bridge arms of the corresponding inverter A, B, C from left to right, a "0" indicates that a lower tube of the corresponding phase bridge arm is conducted and a lower tube of the corresponding phase bridge arm is not conducted, and a "1" indicates that the upper tube of the corresponding phase bridge arm is conducted and the lower tube is not conducted;
TABLE 1
On-off state S000 S100 S110 S010 S011 S001 S101 S111
Vector of fundamental voltage V0 V1 V2 V3 V4 V5 V6 V7
iP1 0 iA1 -iC1 iB1 -iA1 iC1 -iB1 0
On-off state S000' S100' S110' S010' S011' S001' S101' S111'
Vector of fundamental voltage V0' V1' V2' V3' V4' V5' V6' V7'
iP2 0 iA2 -iC2 iB2 -iA2 iC2 -iB2 0
The method comprises the steps of orthogonalizing inverter triangular carriers of two motor sets in a motor group, wherein chopping periods of the two inverters are TsThe triangular carrier of the inverter 1 is increased forward to a half period value, i.e., TsAt the time of/4, the triangular carrier of the inverter 2 starts to increase from 0 in the positive direction, and any one inverter chopping period is positioned at Ts/4 or 3TsIn the case of/4, the chopping period of the other inverter must be at the beginning of the chopping period or TsAt/2, the voltage vector of the other inverter is just V0(V0') or V7(V7') whose bus current value i is known from Table 1P2(iP1) Is also exactly 0, the conclusion obtained according to the formula (3) is that the direct current bus current value iPIs exactly equal to the bus current value i of the first inverterP1This relationship is shown in Table 2, where iXAnd iX' represents a certain basic voltage vector V in the inverter 1 and the inverter 2, respectivelyXAnd VX' such inversion under actionThe value of the direct current bus current;
TABLE 2
Inverter 1 triangular carrier time 0 Ts/4 Ts/2 3Ts/4
Inverter 1 fundamental voltage vector V0 VX V7 VX
iP1 0 iX 0 iX
Inverter 2 triangular carrier time 3Ts/4 0 Ts/4 Ts/2
Inverter 2 fundamental voltage vector VX' V0' VX' V7'
iP2 iX' 0 iX' 0
iP iX' iX iX' iX
As can be seen from table 2, when the inverter 1 is at its triangular carrier Ts/4 or 3TsAt/4, the input current value i at the main terminal of the direct current bus of the motor groupPOnly with a certain phase current value i of the motor group IXIn relation to when the inverter 2 is at its triangular carrier Ts/4 or 3TsAt/4, the input current value i at the main terminal of the direct current bus of the motor groupPIs only related to a certain phase current value of the second motor set iX';
The sensor error correction strategy is as follows:
before correction, in each motor group in the motor group, three-phase feedback current values are obtained by detection of respective three-phase current sensors, and detection points of the three-phase feedback current values can be set according to actual requirements;
step 2: according to current sampling point t1Respectively selecting 2 current sampling points which meet the conditions, namely t is met1Time of day requested t1_1、t1_2Respectively sampling the values of the A-phase current sensor and the bus current sensor at two current sampling points to obtain corresponding current values, and obtaining two defined variables delta i by using a formula (5) as shown in a formula (4)AM1_t1、ΔiPM_t1(ii) a The method comprises the following specific steps:
a. electric machine set 1
Defining 6 time variables, t1、t3、t5、t1'、t3'、t5' selecting method as shown in table 3, in order to make the basic voltage vector corresponding to each time meet the relationship of table 3, the times should be set at the positions where the output voltage vector is close to the relevant basic voltage vector;
TABLE 3
Figure BDA0002383861650000041
Figure BDA0002383861650000051
Selecting two satisfying t1Time of day requested t1_1、t1_2Under the action of the two time points, the current sampling values of the first motor set and the bus current sensor are respectively expressed by a formula (4):
Figure BDA0002383861650000052
wherein iAM1_t1_1、iAM1_t1_2Respectively represent t1_1、t1_2Sampling value i of A-phase current sensor of the two-time motor setA1_t1_1、iA1_t1_2Respectively represent t1_1、t1_2True value, i, of phase A current of the two-time motor groupPM_t1_1、iPM_t1_2Respectively represent t1_1、t1_2Sampling value i of bus current sensor of motor group at two momentsP_t1_1、iP_t1_2Respectively represent t1_1、t1_2The real value of the bus current of the motor group at the two momentsThe actual value i of the A-phase current of the motor set at the two momentsA1_t1_1、iA1_t1_2Equal;
t1_1、t1_2the selection principle of the two times is to make the difference between the corresponding current detection values larger, set a relevant threshold value to realize, and use each equation in the formula (4) to make difference to obtain a formula (5):
Figure BDA0002383861650000053
wherein Δ iAM1_t1、ΔiPM_t1At t, the current sensor is respectively an A-phase current sensor of the motor set and a bus current sensor of the motor group1_1、t1_2The difference between the values detected at these two moments, the values of these two variables being available, Δ iA1_t1The real value of the phase A current of the motor set is t1_1、t1_2The difference between these two times;
according to current sampling point t3Respectively selecting 2 current sampling points which meet the conditions, namely t is met3Time of day requested t3_1、t3_2Respectively sampling the values of the B-phase current sensor and the bus current sensor at two current sampling points to obtain corresponding current values, and obtaining two defined variables delta i by using a formula (6)BM1_t3、ΔiPM_t3
According to current sampling point t5Respectively selecting 2 current sampling points which meet the conditions, namely t is met5Time of day requested t5_1、t5_2. Respectively sampling the values of the C-phase current sensor and the bus current sensor at the two current sampling points to obtain corresponding current values, and obtaining two defined variables delta i by using a formula (7)CM1_t5、ΔiPM_t5
The method comprises the following specific steps:
by using a similar method, the current relationship between two phases of the motor group one B, C and the relevant time is obtained, as shown in formula (6) and formula (7), wherein the definition of the relevant variables is similar to that of the phase a:
Figure BDA0002383861650000061
Figure BDA0002383861650000062
by using the formulas (5) to (7), the gain error ratio relationship between the A, B, C three-phase current sensor of the first motor group and the bus current sensor of the motor group is obtained as shown in the formula (8):
Figure BDA0002383861650000063
in addition, with t1Requiring similar choices of time t4At that time, the action vector of the inverter 1 is V4Under the action of the time point, the current values of the A-phase and bus current sensors of the motor set are sampled, the current sampling values are respectively expressed by a formula (9), wherein the definition of related variables and t1Similarity of time of day;
Figure BDA0002383861650000064
obtaining delta i by using the relevant current sampling value and combining the formula (4) and the formula (9)AM1PM_t1_1And Δ iAM1PM_t4The values of two variables;
Figure BDA0002383861650000065
wherein Δ iAM1PM_t1_1Is shown at t1_1The difference value delta i of the measured current value of a current sensor of an A-phase of the motor group and a current sensor of a direct current bus of the motor group under the gain error proportionality coefficient at the momentAM1PM_t4Is shown at t4The method comprises the steps that a current sensor of a motor set A phase and a current sensor of a motor set DC bus measure the difference value of the current value under a gain error proportionality coefficient at any moment, and the two values can be obtained according to measured data;
obtaining an offset error between a motor set A-phase current sensor and a motor group direct current bus current sensor by using a formula (10), wherein the offset error is expressed by using a formula (11):
Figure BDA0002383861650000071
and t3Time of day requirement selection t6At that time, the action vector of the inverter 1 is V6Sampling current values of a first phase B current sensor of the motor set and a bus current sensor, and obtaining a bias error of the first phase B current sensor of the motor set by applying an A phase processing method, as shown in a formula (12);
and t5Time of day requirement selection t2At that time, the action vector of the inverter 1 is V2Sampling current values of a C-phase current sensor and a bus current sensor of the motor set, and obtaining a bias error of the C-phase current sensor of the motor set by applying an A-phase processing method, wherein the bias error is shown in a formula (12);
where the relevant variables and test methods are similar to those of phase a:
Figure BDA0002383861650000072
therefore, bias errors of all current sensors of a motor set and current sensors at the input end of a direct current bus of the motor group are eliminated, and gain errors are balanced;
b. motor set two
Similar to the method of the motor group, the bias errors of all the current sensors of the motor group and the current sensors at the input end of the direct current bus of the motor group are eliminated, and the gain errors are balanced, as shown in formula (13):
Figure BDA0002383861650000073
and step 3: motor group gain error cooperative correction
In two motor sets involved in motor group control, offset errors are corrected by respective systems, however, gain errors can only achieve balance in the sets, and the two motor sets need to be corrected by a system correction strategy, that is, by using the first terms of formula (8) and formula (13), the gain error ratios of 7 current sensors including 2 motor sets and a motor group direct current bus are obtained as shown in formula (14):
Figure BDA0002383861650000081
and (3) by using a formula (14), taking the bus current sensor as a reference, and proportionally and sequentially eliminating the gain error of each current sensor, wherein the elimination method is to proportionally divide the sampling current by a corresponding proportional coefficient.
The invention has the advantages that aiming at the problem of current sensor sampling error correction in the field of motor group system control, especially dual-motor current distribution or cooperative control, the invention has the following advantages:
(1) the invention can realize the cooperative correction of the sampling error of the current sensor among all motor systems: the invention fully utilizes the provided drive control method with mutually orthogonal chopping periods, realizes the current sampling error cooperative correction among multiple motor subsystems through the current value of a direct current bus side which is simultaneously hung by the double motor systems, and finally realizes the current distribution or cooperative control requirement of each motor subsystem in the motor group control;
(2) the control algorithm required by the invention is simpler and has better applicability: the current sensor error collaborative correction scheme of the motor group provided by the invention does not need complex observers, digital filters and other algorithms, so that the calculated amount can be ignored and the applicability is better compared with the prior art;
(3) the invention has higher validity of error estimation time: the means for realizing the correction scheme in the prior art is mainly realized by using a complex algorithm such as an observer and the like, is limited to principle requirements, and needs to contain the whole control system in a control strategy of the control system, so that the error estimation time is limited by various influences such as observer delay, system response delay and the like, the estimation time is often long and may be influenced by operation conditions.
Drawings
FIG. 1 is a schematic diagram of a two-motor cluster current sensor error co-correction system of the present invention.
FIG. 2 is a schematic diagram of the chopper period quadrature-based correction for a first motor group according to the present invention.
FIG. 3 is a schematic diagram of the chopper period quadrature-based correction for motor set two according to the present invention.
In the figure VDCIs DC bus voltage of motor driving system, P and N represent the input positive and negative terminals of DC bus voltage, iPIs the forward current of the P end of the DC bus iP1、iP2Input forward currents i of the inverter 1 and the inverter 2, respectivelyA1、iB1、iC1A, B, C three-phase real current values i of the motor set IA2、iB2、iC2A, B, C three-phase real current value, T, of the second motor groupsIs the switching period of the inverter, V0~V7Is 8 basic voltage vectors, V, in the inverter 1XAnd VX' represents one of the inverter 1 and the inverter 2, respectivelyA basic voltage vector, V0'~V7' is 8 basic voltage vectors in the inverter 2, t1、t3、t5、t1'、t3'、t5' respectively indicates the time when a specific condition is satisfied, Vout1、Vout2Respectively, the inverter 1 and the inverter 2 output voltage vectors.
Detailed Description
The invention is further illustrated with reference to the following figures and examples.
A chopping period orthogonal double-motor current sensor cooperative system is characterized in that in a double-motor group control system, the input voltage of an inverter direct current bus of double motors is attached to the same input port, an inverter three-phase bridge arm of each motor subsystem is correspondingly connected with a motor three-phase winding, a cable of each motor three-phase winding respectively penetrates through a corresponding current sensor signal detection port in the forward direction, the time-sharing observation of the current sensor error of the double motor system is realized by utilizing the relevance of the direct current bus current sensor simultaneously attached to the double motor system and the three-phase current of the double motors, the method for realizing the orthogonal chopping periods is combined, the current sampling error of each single motor system is estimated respectively, and the current sampling error cooperative correction between the multiple motor systems is realized by utilizing the observed value of the bus current finally.
A correction method based on a chopping period orthogonal double-motor current sensor cooperation system comprises the following specific steps:
step 1: in fig. 1, two motor driving groups in a dual-motor group are respectively hung at the same dc bus end, and the detection values of the current sensors are expressed by formulas (1) to (3) in consideration of the measurement errors of the sensors and the signal conditioning circuits thereof:
Figure BDA0002383861650000091
Figure BDA0002383861650000092
Figure BDA0002383861650000093
wherein iAM1、iBM1、iCM1And iAM2、iBM2、iCM2A, B, C three-phase current detection values, k, respectively representing the first and second motorsA1、kB1、kC1And fA1、fB1、fC1A, B, C three-phase current sensor gain error and offset error, k, respectively representing the motor set oneA2、kB2、kC2And fA2、fB2、fC2A, B, C three-phase current sensor gain error and offset error, i, respectively representing the second motor groupPMIndicating the current detection value, k, of the DC bus current sensorP、fPRespectively representing the gain error and the offset error of the direct current bus current sensor;
in the formula (3), iP1And iP2Is shown in Table 1, wherein S000~S111Eight switching states, S, of the inverter 1000'~S111' denotes eight switching states of the inverter 2, where S000~S111And S000'~S111Subscript numbers "0" and "1" of' respectively indicate the switch states of three-phase bridge arms of the corresponding inverter A, B, C from left to right, a "0" indicates that a lower tube of the corresponding phase bridge arm is conducted and a lower tube of the corresponding phase bridge arm is not conducted, and a "1" indicates that the upper tube of the corresponding phase bridge arm is conducted and the lower tube is not conducted;
TABLE 1
On-off state S000 S100 S110 S010 S011 S001 S101 S111
Vector of fundamental voltage V0 V1 V2 V3 V4 V5 V6 V7
iP1 0 iA1 -iC1 iB1 -iA1 iC1 -iB1 0
On-off state S000' S100' S110' S010' S011' S001' S101' S111'
Vector of fundamental voltage V0' V1' V2' V3' V4' V5' V6' V7'
iP2 0 iA2 -iC2 iB2 -iA2 iC2 -iB2 0
The invention orthogonalizes the inverter triangular carriers of two motor sets in a motor group, as shown in fig. 2 and 3, two of the three setsThe chopping periods of the inverter are all TsThe triangular carrier of the inverter 1 is increased forward to a half period value, i.e., TsAt/4, the triangular carrier of the inverter 2 starts to increase from 0 in the positive direction, and by the setting method, any one inverter chopping period is positioned at T every times/4 or 3TsIn the case of/4, the chopping period of the other inverter must be at the beginning of the chopping period or TsAt/2, the voltage vector of the other inverter is just V0(V0') or V7(V7') whose bus current value i is known from Table 1P2(iP1) Is also exactly 0, the conclusion obtained according to the formula (3) is that the direct current bus current value iPIs exactly equal to the bus current value i of the first inverterP1This relationship is shown in Table 2, where iXAnd iX' represents a certain basic voltage vector V in the inverter 1 and the inverter 2, respectivelyXAnd VX' the inverter DC bus current value under action.
TABLE 2
Figure BDA0002383861650000101
Figure BDA0002383861650000111
As can be seen from table 2, when the inverter 1 is at its triangular carrier Ts/4 or 3TsAt/4, the input current value i at the main terminal of the direct current bus of the motor groupPOnly with a certain phase current value i of the motor group IXIn relation to when the inverter 2 is at its triangular carrier Ts/4 or 3TsAt/4, the input current value i at the main terminal of the direct current bus of the motor groupPIs only related to a certain phase current value of the second motor set iX'. According to the characteristic, the invention designs the following sensor error correction strategy:
before correction, the three-phase current value used for system feedback control in each motor group in the motor group is not in conflict with the method, the three-phase feedback current value is detected by respective three-phase current sensors, and the detection point is set according to actual needs;
step 2: according to the current sampling point t shown in FIG. 2 and Table 31Respectively selecting 2 current sampling points which meet the conditions, namely t is met1Time of day requested t1_1、t1_2Respectively sampling the values of the A-phase current sensor and the bus current sensor at the two current sampling points to obtain corresponding current values, and obtaining two defined variables delta i by using a formula (5) as shown in a formula (4)AM1_t1、ΔiPM_t1(ii) a The method comprises the following specific steps:
a. electric machine set 1
In fig. 2 and 3, 6 time variables, t, are defined1、t3、t5、t1'、t3'、t5' selecting method as shown in table 3, in order to make the basic voltage vector corresponding to each time meet the relationship of table 3, the times should be set at the positions where the output voltage vector is close to the relevant basic voltage vector;
TABLE 3
Figure BDA0002383861650000112
Figure BDA0002383861650000121
Selecting two satisfying t1Time of day requested t1_1、t1_2Under the action of the two time points, the current sampling values of the first motor set and the bus current sensor are respectively expressed by a formula (4):
Figure BDA0002383861650000122
wherein iAM1_t1_1、iAM1_t1_2Respectively represent t1_1、t1_2Sampling value i of A-phase current sensor of the two-time motor setA1_t1_1、iA1_t1_2Respectively representt1_1、t1_2True value, i, of phase A current of the two-time motor groupPM_t1_1、iPM_t1_2Respectively represent t1_1、t1_2Sampling value i of bus current sensor of motor group at two momentsP_t1_1、iP_t1_2Respectively represent t1_1、t1_2The real values of the bus currents of the motor groups at the two moments are respectively equal to the real values i of the A-phase currents of the motor groups at the two momentsA1_t1_1、iA1_t1_2Equal;
t1_1、t1_2the selection principle of the two times is to make the difference between the corresponding current detection values larger, the step is realized by setting a relevant threshold value, and the difference is made by using each equation in the formula (4) to obtain a formula (5):
Figure BDA0002383861650000123
wherein Δ iAM1_t1、ΔiPM_t1At t, the current sensor is respectively an A-phase current sensor of the motor set and a bus current sensor of the motor group1_1、t1_2The difference between the values detected at these two moments, the values of these two variables being available, Δ iA1_t1The real value of the phase A current of the motor set is t1_1、t1_2The difference between these two times;
according to the current sampling point t shown in FIG. 2 and Table 33Respectively selecting 2 current sampling points which meet the conditions, namely t is met3Time of day requested t3_1、t3_2Respectively sampling the values of the B-phase current sensor and the bus current sensor at the two current sampling points to obtain corresponding current values, and obtaining two defined variables delta i by using a formula (6)BM1_t3、ΔiPM_t3
According to the current sampling point t shown in FIG. 2 and Table 35Respectively selecting 2 current sampling points which meet the conditions, namely t is met5Time of day requested t5_1、t5_2. The values of the C-phase current sensor and the bus current sensor are respectively carried out at the two current sampling pointsSampling to obtain corresponding current value, and obtaining two defined variables delta i by using formula (7)CM1_t5、ΔiPM_t5
The method comprises the following specific steps:
by using a similar method, the current relationship between two phases of the motor group one B, C and the relevant time is obtained, as shown in formula (6) and formula (7), wherein the definition of the relevant variables is similar to that of the phase a:
Figure BDA0002383861650000131
Figure BDA0002383861650000132
by using the formulas (5) to (7), the gain error ratio relationship between the A, B, C three-phase current sensor of the first motor group and the bus current sensor of the motor group is obtained as shown in the formula (8):
Figure BDA0002383861650000133
in addition, with t1Requiring similar choices of time t4At that time, the action vector of the inverter 1 is V4Under the action of the time point, the current values of the A-phase and bus current sensors of the motor set are sampled, the current sampling values are respectively expressed by a formula (9), wherein the definition of related variables and t1Similarity of time of day;
Figure BDA0002383861650000134
obtaining delta i by using the relevant current sampling value and combining the formula (4) and the formula (9)AM1PM_t1_1And Δ iAM1PM_t4The values of two variables;
Figure BDA0002383861650000135
wherein Δ iAM1PM_t1_1Is shown at t1_1Time motorThe difference value delta i of the measured current value of the current sensor of the group I A phase and the current sensor of the direct current bus of the motor group under the gain error proportionality coefficientAM1PM_t4Is shown at t4The method comprises the steps that a current sensor of a motor set A phase and a current sensor of a motor set DC bus measure the difference value of the current value under a gain error proportionality coefficient at any moment, and the two values can be obtained according to measured data;
obtaining an offset error between a motor set A-phase current sensor and a motor group direct current bus current sensor by using a formula (10), wherein the offset error is expressed by using a formula (11):
Figure BDA0002383861650000136
and t3Time of day requirement selection t6At that time, the action vector of the inverter 1 is V6Sampling current values of a first phase B current sensor of the motor set and a bus current sensor, and obtaining a bias error of the first phase B current sensor of the motor set by applying an A phase processing method, as shown in a formula (12);
and t5Time of day requirement selection t2At that time, the action vector of the inverter 1 is V2Sampling current values of a C-phase current sensor and a bus current sensor of the motor set, and obtaining a bias error of the C-phase current sensor of the motor set by applying an A-phase processing method, wherein the bias error is shown in a formula (12);
where the relevant variables and test methods are similar to those of phase a:
Figure BDA0002383861650000141
therefore, bias errors of all current sensors of a motor set and current sensors at the input end of a direct current bus of the motor group are eliminated, and gain errors are balanced;
b. motor set two
Similar to the method of the motor group, the bias errors of all the current sensors of the motor group and the current sensors at the input end of the direct current bus of the motor group are eliminated, and the gain errors are balanced, as shown in formula (13):
Figure BDA0002383861650000142
and step 3: motor group gain error cooperative correction
In the control of the motor group, the offset errors of the two motor groups related to the invention are respectively corrected by respective systems, however, the gain errors can only achieve the balance in the group, and the two motor groups need to be corrected by the system correction strategy provided by the invention, that is, the gain error ratios of 7 current sensors in total, namely 2 motor groups and a motor group direct current bus, are obtained by the first terms of the formula (8) and the formula (13) and are shown in the formula (14):
Figure BDA0002383861650000143
and (3) by using a formula (14), taking the bus current sensor as a reference, and proportionally and sequentially eliminating the gain error of each current sensor, wherein the elimination method is to proportionally divide the sampling current by a corresponding proportional coefficient.

Claims (2)

1. A quadrature dual-motor current sensor cooperation system based on a chopping period is characterized in that:
according to the orthogonal double-motor current sensor cooperation system based on the chopping period, in a double-motor group control system, the input voltage of an inverter direct current bus of double motors is hung at the same input port, an inverter three-phase bridge arm of each motor subsystem is correspondingly connected with a motor three-phase winding, a cable of each motor three-phase winding respectively penetrates through the corresponding current sensor signal detection port in the forward direction, the time-sharing observation of the error of the current sensor of the double motor system is realized by utilizing the relevance of the direct current bus current sensor hung by the double motor system and the three-phase current of the double motors, the current sampling error of each single motor system is estimated respectively, and finally the current sampling error cooperation correction between the multiple motor systems is realized by utilizing the observed value of the bus current.
2. A correction method using the chopping-period-based orthogonal two-motor current sensor cooperative system according to claim 1, characterized by comprising the following steps:
step 1: two motor driving groups in the double-motor group are respectively hung at the same direct-current bus end, and the detection value of the current sensor is represented by formulas (1) to (3):
Figure FDA0002383861640000011
Figure FDA0002383861640000012
Figure FDA0002383861640000013
wherein iAM1、iBM1、iCM1And iAM2、iBM2、iCM2A, B, C three-phase current detection values, k, respectively representing the first and second motorsA1、kB1、kC1And fA1、fB1、fC1A, B, C three-phase current sensor gain error and offset error, k, respectively representing the motor set oneA2、kB2、kC2And fA2、fB2、fC2A, B, C three-phase current sensor gain error and offset error, i, respectively representing the second motor groupPMIndicating the current detection value, k, of the DC bus current sensorP、fPRespectively representing the gain error and the offset error of the direct current bus current sensor;
in the formula (3), iP1And iP2Is shown in Table 1, wherein S000~S111Eight switching states, S, of the inverter 1000'~S111' denotes eight switching states of the inverter 2, where S000~S111And S000'~S111The subscript numbers "0" and "1" of "represent pairs from left to right, respectivelyWhen the inverter A, B, C three-phase bridge arm is in a switching state, a "0" indicates that the lower tube of the corresponding phase bridge arm is conducted and the upper tube is not conducted, and a "1" indicates that the upper tube of the corresponding phase bridge arm is conducted and the lower tube is not conducted;
TABLE 1
On-off state S000 S100 S110 S010 S011 S001 S101 S111 Vector of fundamental voltage V0 V1 V2 V3 V4 V5 V6 V7 iP1 0 iA1 -iC1 iB1 -iA1 iC1 -iB1 0 On-off state S000' S100' S110' S010' S011' S001' S101' S111' Vector of fundamental voltage V0' V1' V2' V3' V4' V5' V6' V7' iP2 0 iA2 -iC2 iB2 -iA2 iC2 -iB2 0
The method comprises the steps of orthogonalizing inverter triangular carriers of two motor sets in a motor group, wherein chopping periods of the two inverters are TsThe triangular carrier of the inverter 1 is increased forward to a half period value, i.e., TsAt the time of/4, the triangular carrier of the inverter 2 starts to increase from 0 in the positive direction, and any one inverter chopping period is positioned at Ts/4 or 3TsIn the case of/4, the chopping period of the other inverter must be at the beginning of the chopping period or TsAt/2, the voltage vector of the other inverter is just V0(V0') or V7(V7') whose bus current value i is known from Table 1P2(iP1) Is also exactly 0, the conclusion obtained according to the formula (3) is that the direct current bus current value iPIs exactly equal to the bus current value i of the first inverterP1This relationship is shown in Table 2, where iXAnd iX' represents a certain basic voltage vector V in the inverter 1 and the inverter 2, respectivelyXAnd VX' the direct current bus current value of the inverter under action;
TABLE 2
Inverter 1 triangular carrier time 0 Ts/4 Ts/2 3Ts/4 Inverter 1 fundamental voltage vector V0 VX V7 VX iP1 0 iX 0 iX Inverter 2 triangular carrier time 3Ts/4 0 Ts/4 Ts/2 Inverter 2 fundamental voltage vector VX' V0' VX' V7' iP2 iX' 0 iX' 0 iP iX' iX iX' iX
As can be seen from table 2, when the inverter 1 is at its triangular carrier Ts/4 or 3TsAt/4, the input current value i at the main terminal of the direct current bus of the motor groupPOnly with a certain phase current value i of the motor group IXIn relation to when the inverter 2 is at its triangular carrier Ts/4 or 3TsAt/4, the input current value i at the main terminal of the direct current bus of the motor groupPIs only related to a certain phase current value of the second motor set iX';
The sensor error correction strategy is as follows:
before correction, in each motor group in the motor group, three-phase feedback current values are obtained by detection of respective three-phase current sensors, and detection points of the three-phase feedback current values can be set according to actual requirements;
step 2: according to current sampling point t1Respectively selecting 2 current sampling points which meet the conditions, namely t is met1Time of day requested t1_1、t1_2Respectively sampling the values of the A-phase current sensor and the bus current sensor at two current sampling points to obtain corresponding current values, and obtaining two defined variables by using a formula (5) as shown in a formula (4)ΔiAM1_t1、ΔiPM_t1(ii) a The method comprises the following specific steps:
a. electric machine set 1
Defining 6 time variables, t1、t3、t5、t1'、t3'、t5' selecting method as shown in table 3, in order to make the basic voltage vector corresponding to each time meet the relationship of table 3, the times should be set at the positions where the output voltage vector is close to the relevant basic voltage vector;
TABLE 3
Figure FDA0002383861640000031
Selecting two satisfying t1Time of day requested t1_1、t1_2Under the action of the two time points, the current sampling values of the first motor set and the bus current sensor are respectively expressed by a formula (4):
Figure FDA0002383861640000032
wherein iAM1_t1_1、iAM1_t1_2Respectively represent t1_1、t1_2Sampling value i of A-phase current sensor of the two-time motor setA1_t1_1、iA1_t1_2Respectively represent t1_1、t1_2True value, i, of phase A current of the two-time motor groupPM_t1_1、iPM_t1_2Respectively represent t1_1、t1_2Sampling value i of bus current sensor of motor group at two momentsP_t1_1、iP_t1_2Respectively represent t1_1、t1_2The real values of the bus currents of the motor groups at the two moments are respectively equal to the real values i of the A-phase currents of the motor groups at the two momentsA1_t1_1、iA1_t1_2Equal;
t1_1、t1_2the two times are selected by setting relative threshold values according to the principle that the difference between the corresponding current detection values is large, and each time in the formula (4) is usedThe equation is subtracted to obtain formula (5):
Figure FDA0002383861640000041
wherein Δ iAM1_t1、ΔiPM_t1At t, the current sensor is respectively an A-phase current sensor of the motor set and a bus current sensor of the motor group1_1、t1_2The difference between the values detected at these two moments, the values of these two variables being available, Δ iA1_t1The real value of the phase A current of the motor set is t1_1、t1_2The difference between these two times;
according to current sampling point t3Respectively selecting 2 current sampling points which meet the conditions, namely t is met3Time of day requested t3_1、t3_2Respectively sampling the values of the B-phase current sensor and the bus current sensor at two current sampling points to obtain corresponding current values, and obtaining two defined variables delta i by using a formula (6)BM1_t3、ΔiPM_t3
According to current sampling point t5Respectively selecting 2 current sampling points which meet the conditions, namely t is met5Time of day requested t5_1、t5_2Respectively sampling the values of the C-phase current sensor and the bus current sensor at the two current sampling points to obtain corresponding current values, and obtaining two defined variables delta i by using a formula (7)CM1_t5、ΔiPM_t5
The method comprises the following specific steps:
by using a similar method, the current relationship between two phases of the motor group one B, C and the relevant time is obtained, as shown in formula (6) and formula (7), wherein the definition of the relevant variables is similar to that of the phase a:
Figure FDA0002383861640000042
Figure FDA0002383861640000043
by using the formulas (5) to (7), the gain error ratio relationship between the A, B, C three-phase current sensor of the first motor group and the bus current sensor of the motor group is obtained as shown in the formula (8):
Figure FDA0002383861640000044
in addition, with t1Requiring similar choices of time t4At that time, the action vector of the inverter 1 is V4Under the action of the time point, the current values of the A-phase and bus current sensors of the motor set are sampled, the current sampling values are respectively expressed by a formula (9), wherein the definition of related variables and t1Similarity of time of day;
Figure FDA0002383861640000051
obtaining delta i by using the relevant current sampling value and combining the formula (4) and the formula (9)AM1PM_t1_1And Δ iAM1PM_t4The values of two variables;
Figure FDA0002383861640000052
wherein Δ iAM1PM_t1_1Is shown at t1_1The difference value delta i of the measured current value of a current sensor of an A-phase of the motor group and a current sensor of a direct current bus of the motor group under the gain error proportionality coefficient at the momentAM1PM_t4Is shown at t4The method comprises the steps that a current sensor of a motor set A phase and a current sensor of a motor set DC bus measure the difference value of the current value under a gain error proportionality coefficient at any moment, and the two values can be obtained according to measured data;
obtaining an offset error between a motor set A-phase current sensor and a motor group direct current bus current sensor by using a formula (10), wherein the offset error is expressed by using a formula (11):
Figure FDA0002383861640000053
and t3Time of day requirement selection t6At that time, the action vector of the inverter 1 is V6Sampling current values of a first phase B current sensor of the motor set and a bus current sensor, and obtaining a bias error of the first phase B current sensor of the motor set by applying an A phase processing method, as shown in a formula (12);
and t5Time of day requirement selection t2At that time, the action vector of the inverter 1 is V2Sampling current values of a C-phase current sensor and a bus current sensor of the motor set, and obtaining a bias error of the C-phase current sensor of the motor set by applying an A-phase processing method, wherein the bias error is shown in a formula (12);
where the relevant variables and test methods are similar to those of phase a:
Figure FDA0002383861640000054
therefore, bias errors of all current sensors of a motor set and current sensors at the input end of a direct current bus of the motor group are eliminated, and gain errors are balanced;
b. motor set two
Similar to the method of the motor group, the bias errors of all the current sensors of the motor group and the current sensors at the input end of the direct current bus of the motor group are eliminated, and the gain errors are balanced, as shown in formula (13):
Figure FDA0002383861640000061
and step 3: motor group gain error cooperative correction
In two motor sets involved in motor group control, offset errors are corrected by respective systems, however, gain errors can only achieve balance in the sets, and the two motor sets need to be corrected by a system correction strategy, that is, by using the first terms of formula (8) and formula (13), the gain error ratios of 7 current sensors including 2 motor sets and a motor group direct current bus are obtained as shown in formula (14):
Figure FDA0002383861640000062
and (3) by using a formula (14), taking the bus current sensor as a reference, and proportionally and sequentially eliminating the gain error of each current sensor, wherein the elimination method is to proportionally divide the sampling current by a corresponding proportional coefficient.
CN202010091467.7A 2020-02-13 2020-02-13 Orthogonal dual-motor current sensor cooperation system based on chopping period and correction method Active CN111313767B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010091467.7A CN111313767B (en) 2020-02-13 2020-02-13 Orthogonal dual-motor current sensor cooperation system based on chopping period and correction method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010091467.7A CN111313767B (en) 2020-02-13 2020-02-13 Orthogonal dual-motor current sensor cooperation system based on chopping period and correction method

Publications (2)

Publication Number Publication Date
CN111313767A true CN111313767A (en) 2020-06-19
CN111313767B CN111313767B (en) 2022-06-14

Family

ID=71147067

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010091467.7A Active CN111313767B (en) 2020-02-13 2020-02-13 Orthogonal dual-motor current sensor cooperation system based on chopping period and correction method

Country Status (1)

Country Link
CN (1) CN111313767B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113489386A (en) * 2021-06-25 2021-10-08 西北工业大学 Topology and method for mutual correction of double-motor current sensors
CN115378335A (en) * 2022-08-19 2022-11-22 西北工业大学 Error correction method for electric drive current sensor based on PWM midpoint sampling
CN117148250A (en) * 2023-10-31 2023-12-01 江苏威进智控科技有限公司 Self-correction method for detection error of alternating-current motor stator current sensor

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012175866A (en) * 2011-02-23 2012-09-10 Mitsubishi Electric Corp Inverter controller and inverter control method
CN102778600A (en) * 2011-05-06 2012-11-14 罗伯特·博世有限公司 Method and device for calibrating current measurement in a driving system with a plurality of driving motors
CN105593770A (en) * 2013-09-30 2016-05-18 株式会社明电舍 Control device
CN106797187A (en) * 2014-09-05 2017-05-31 三菱电机株式会社 Power inverter, the motor drive for possessing it, air blower and compressor and possess air conditioner, refrigerator and the refrigeration machine of at least one party in them
CN109698656A (en) * 2017-09-05 2019-04-30 上海大郡动力控制技术有限公司 The acquisition methods of electric car IPM electric drive system bus current safety signal

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2012175866A (en) * 2011-02-23 2012-09-10 Mitsubishi Electric Corp Inverter controller and inverter control method
CN102778600A (en) * 2011-05-06 2012-11-14 罗伯特·博世有限公司 Method and device for calibrating current measurement in a driving system with a plurality of driving motors
CN105593770A (en) * 2013-09-30 2016-05-18 株式会社明电舍 Control device
CN106797187A (en) * 2014-09-05 2017-05-31 三菱电机株式会社 Power inverter, the motor drive for possessing it, air blower and compressor and possess air conditioner, refrigerator and the refrigeration machine of at least one party in them
CN109698656A (en) * 2017-09-05 2019-04-30 上海大郡动力控制技术有限公司 The acquisition methods of electric car IPM electric drive system bus current safety signal

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
ALEXANDER LATHAM: "无磁芯霍尔效应电流传感器1C的共模场抑制技术", 《电子技术应用》 *
HIROSHI TAMURA ET AL.: "A compensation method for a motor phase current sensor offset error using a voltage-source-inverter output voltage reference value", 《 2014 16TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS》 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113489386A (en) * 2021-06-25 2021-10-08 西北工业大学 Topology and method for mutual correction of double-motor current sensors
CN115378335A (en) * 2022-08-19 2022-11-22 西北工业大学 Error correction method for electric drive current sensor based on PWM midpoint sampling
CN117148250A (en) * 2023-10-31 2023-12-01 江苏威进智控科技有限公司 Self-correction method for detection error of alternating-current motor stator current sensor
CN117148250B (en) * 2023-10-31 2024-02-09 江苏威进智控科技有限公司 Self-correction method for detection error of alternating-current motor stator current sensor

Also Published As

Publication number Publication date
CN111313767B (en) 2022-06-14

Similar Documents

Publication Publication Date Title
CN111313767B (en) Orthogonal dual-motor current sensor cooperation system based on chopping period and correction method
CN110441643B (en) Inverter power tube open circuit fault diagnosis method in permanent magnet synchronous motor control system
Barut et al. Speed-sensorless estimation for induction motors using extended Kalman filters
CN110176891B (en) Control method, system and device for controlling current of motor
US6825637B2 (en) System for controlling synchronous motor
WO2007070814A9 (en) Method and apparatus for sensorless position control of a permanent magnet synchronous motor (pmsm) drive system
CN110176892B (en) Method, system and apparatus for controlling current supplied to control a motor
CN108347207B (en) Position and speed estimation method of permanent magnet synchronous motor based on complex PI controller
CN111313787B (en) Current sensor error rapid online self-correction motor driving system and control method
CN111239661B (en) Three-phase current sensor error correction system and method based on fixed point sampling
CN110165956B (en) Online identification method for zero sequence inductance of open-winding permanent magnet synchronous motor
CN114337434B (en) Permanent magnet motor parameter offline identification method considering inductance saturation effect
CN109687792B (en) Online identification optimization method for traction motor rotor parameters facing vector control system
Pal et al. Development of energy efficient scheme for speed sensorless induction motor drive
CN111404428B (en) Phase-shifting motor group current sensor cooperation system based on chopped wave period and correction method
CN111313786B (en) Three-phase motor driver with current error correction capability and correction method
CN108649849A (en) One kind is simply without sensor permanent magnet synchronous motor speed estimation method
Wai et al. Rotor time-constant estimation approaches based on energy function and sliding mode for induction motor drive
Zerbo et al. Accurate adaptive integration algorithms for induction machine drive over a wide speed range
Li et al. Sequential delay-free strategy for sliding mode position observer considering analog and digital implementations of PMSM drives
JP2001086788A (en) Device for estimating position and speed of synchronous motor
CN111181448B (en) Error coordination system and correction method for double-motor group phase current sensor
GB2375826A (en) Method or means of estimating the DC bus voltage in an electric machine drive
JP2022043656A (en) Battery monitoring system
CN111064412A (en) Stator resistance online identification method of asynchronous 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