The present invention relates to an electric power conversion device connected to a transformer or a rotational machine such as a motor or a generator to feed and receive electric power thereto and therefrom, a system using the same, and a diagnostic method for the same.
When a rotational machine such as a motor or a generator stops due to a sudden failure, great damage occurs. In particular, a stoppage due to a sudden failure of a motor used in factory equipment has a large impact, such as a decrease in an operating rate of production equipment and a need to revise a production plan. Therefore, there is an increasing need to prevent sudden failures of a motor by performing high-precision failure predictive diagnosis while using the motor in an actual environment.
Meanwhile, with the spread of renewable energy such as solar power generation and wind power generation, the number of transformers located downstream (output side) of an electric power conversion device is increasing. Since a voltage pulse generated by the electric power conversion device is applied to such a transformer at all times, there is a concern about acceleration of insulation deterioration, and insulation diagnosis during operation is desired.
In response to such a need, Patent Document 1 discloses a technology for applying a stepped voltage to a motor from an electric power conversion device, sampling a current at high speed to extract a peak value or a frequency of ringing, and detecting deterioration of coil insulation.
Patent Document 1: US 2014/0,176,152 A
Patent Document 1 discloses a technology for applying a stepped voltage to a motor from an electric power conversion device, sampling a current at high speed to extract a peak value or a frequency of ringing, and detecting deterioration of coil insulation. However, this technology has a problem that a measuring device becomes expensive since sampling is performed at high speed as a ringing waveform can be directly measured.
The invention has been made to solve the problem of the conventional technology described above, and an object of the invention is to provide an electric power conversion device having a function of detecting a sign of an insulation failure of a rotational machine or a transformer at a low cost and at an early stage.
An example of an “electric power conversion device” of the invention for solving the above problems is an electric power conversion device including an inverter circuit, and a PWM signal generation unit that compares a carrier signal with a voltage command value and generates a PWM signal for driving the inverter circuit, the electric power conversion device being connected to a rotational machine or a transformer including a winding wire to feed and receive electric power, the electric power conversion device including a current sensor that detects a current fed to and received from the rotational machine or the transformer, and a diagnostic unit that diagnoses insulation deterioration of the winding wire of the rotational machine or the transformer, in which the diagnostic unit includes a current sampling unit that obtains a current detection value by detecting a current of the current sensor at a timing of a peak or a valley of the carrier signal or both the peak and the valley, an extraction unit that extracts the current detection value at a detection timing of the current as a current detection value for insulation diagnosis when the detection timing is within a certain period of time from a timing when the voltage command value and the carrier signal intersect each other, an index value calculation unit that calculates an index value used for diagnosis from the extracted current detection value, and an insulation deterioration detection unit that detects insulation deterioration of the winding wire of the rotational machine or the transformer by a change from a normal state of the calculated index value.
In addition, an example of a “diagnostic method for a system using an electric power conversion device” of the invention is a diagnostic method for a system that includes an electric power conversion device including an inverter circuit, and a PWM signal generation unit that compares a carrier signal with a voltage command value and generates a PWM signal for driving the inverter circuit, and a rotational machine or a transformer having a winding wire connected to the electric power conversion device to feed and receive electric power, the method including a step of obtaining a current detection value by detecting a current from a current sensor that detects a current fed and received to and from the rotational machine or the transformer at a timing of a peak or a valley of the carrier signal or both the peak and the valley, a step of extracting the current detection value at a detection timing of the current as a current detection value for insulation diagnosis when the detection timing is within a certain period of time from a timing when the voltage command value and the carrier signal intersect each other, a step of calculating an index value used for diagnosis from the extracted current detection value, and a step of detecting insulation deterioration of the winding wire of the rotational machine or the transformer by a change from a normal state of the calculated index value.
According to the invention, it is possible to provide an electric power conversion device having a function of detecting a sign of an insulation failure of a rotational machine or a transformer at a low cost and at an early stage.
A problem, a configuration, and an effect other than those described above will be clarified by a description of the following embodiments.
Hereinafter, embodiments of the invention will be described with reference to the drawings. Note that in each figure for demonstrating an embodiment, the same constituent element is given the same name and reference symbol as much as possible, and a repeated description thereof will be omitted.
In the electric power conversion device 10, the gate driver 13 creates a drive signal based on a PWM pulse created by the control/diagnostic unit 14, and a switching device of the inverter main circuit 12 is switched to create a three-phase alternating current driving the rotational machine 20 from the DC power supply 11. Then, the creation of the PWM pulse is controlled based on the current detection signals detected by the current sensors 16a, 16b, and 16c, and as will be described later, the control/diagnostic unit 14 diagnoses a sign of insulation failure and displays the sign on the display unit 15.
When the insulating material of the armature coil 21 of the rotational machine 20 deteriorates, the capacitance changes before the insulation resistance decreases. For example, when the insulating material deteriorates due to heat, vibration, etc., voids are generated inside the material or peeling occurs on the material surface. Then, since the permeability of air is generally smaller than the permeability of the insulating material, a capacitance between the coil conductor and the iron core tends to decrease. On the other hand, when water enters the generated voids or peeled part, the permeability of water is generally larger than the permeability of the insulating material, so that the capacitance between the coil conductor and the iron core increases. Further, when the water disappears, the capacitance decreases again. As the deterioration progresses and the number of voids and peeling increases, the increase or decrease in capacitance with the amount of water increases. In the invention, by detecting such a change in capacitance, insulation deterioration is detected at an early stage and used as a failure sign.
The change in capacitance is detected in the form of a change in ringing current waveform. A peak value or a frequency of the ringing current waveform changes as the capacitance changes. Thus, when the change can be apprehended, the change in capacitance can be detected.
In the invention, the current measurement by the current sensor is performed while the electric power conversion device is applying a pulse width-modulated voltage pulse to the rotational machine or the transformer.
Next,
This ringing frequency is typically about 10 MHz, and in order to accurately measure a peak value or a frequency thereof and apprehend a deterioration sign at an early stage, high-speed sampling of 100 MHz or more has been required in a conventional technology. Therefore, a control microcomputer normally provided in the electric power conversion device cannot keep up with the speed, and it is necessary to additionally install an expensive measuring device.
Therefore, as a conceptual diagram is illustrated in FIG.
4, the invention focuses on the ability to reconstruct the ringing current waveform when a current is sampled and synthesized at a timing of dividing a pulse width at a certain ratio, for example, at a timing of a pulse center in the case of 1:1 while gradually changing a voltage pulse width to be applied. That is, even when a timing of current measurement is fixed at the pulse center, it is possible to collect current values measured at timings such that delay times from the start of the rise and the fall of the pulse are different from each other by changing the pulse width. In the pulse width modulation control normally used when driving the motor in the electric power conversion device, the width of the applied voltage pulse changes from moment to moment as illustrated in
Subsequently, in step S101, generation of a pulse width-modulated voltage pulse is confirmed.
Subsequently, in step S102, the current is sampled at the peak or the valley of the carrier signal or at both the peak and the valley. Then, in step S103, it is determined whether a current detection timing is within a certain time from the rise or the fall of the pulse, and when the timing is within the certain time, a current sampling value is extracted in step S104. Note that steps S102 to S104 may be repeated a plurality of times.
Subsequently, in step S105, an index value indicating a deterioration sign is calculated from extracted current data. A fundamental frequency component of the phase current is not used for insulation diagnosis, and thus is removed using a low pass filter, etc. Thereafter, for example, a square value or an absolute value may be added up for a certain period of time to calculate a moving average, or a peak value of ringing may be extracted. Alternatively, a ringing cycle may be extracted.
Then, in step S106, it is whether or not the calculated index value exceeds or falls below a preset threshold value, or whether or not a degree of abnormality when the index value is analyzed by a machine learning algorithm such as vector quantization clustering exceeds a preset upper limit. When this determination criterion is satisfied, it is diagnosed that there is a deterioration sign. As the determination criterion, it is possible to use an index value calculated in advance during a learning period.
Finally, in step S107, a diagnosis result is displayed and the diagnosis is completed. A display method may be a display, a lamp, a buzzer, etc. using the five human senses, or may be recorded on paper or an electronic file. Alternatively, the diagnosis result may be transmitted to an external device via a communication network. Further, in addition to the diagnosis result, it is possible to display or transmit information on whether or not diagnosis can be carried out in the first place or diagnosis progress information. Further, along with the diagnosis result, it is possible to output a parameter that defines an operating state, for example, rotations per minute (RPM), torque, etc. In this way, it is possible to perform more precise diagnosis.
According to the electric power conversion device of the present embodiment, since high-speed sampling is not required, diagnosis can be executed by the microcomputer and the current sensor mounted on the electric power conversion device. Further, since the capacitance of the insulating material is measured instead of the insulation resistance, deterioration of the insulating material can be detected with high sensitivity. Further, due to the common current measurement timing in the normal operation of the electric power conversion device, diagnostic data can be collected without difficulty during the normal operation. Furthermore, since only ringing current waveform data necessary for diagnosis is extracted, the load of post-processing calculation or communication of machine learning, etc. can be reduced. As described above, it is possible to realize the electric power conversion device having a function of detecting a sign of an insulation failure of the rotational machine at a low cost and an early stage, and the system using the same.
By performing diagnosis on the system including the electric power conversion device and the transformer using a similar flowchart to that of
Therefore, in the present embodiment, the triangular wave of the carrier signal is made asymmetrical in the front-back direction, and a timing of current sampling is shifted from the pulse center. The figure illustrates an example in which a valley of the carrier signal is brought closer to a rising edge of the PWM pulse. In this way, it becomes possible to apprehend the ringing current waveform even when the ringing attenuation time is short, and it is possible to carry out an insulation diagnosis.
According to the present embodiment, with such a configuration, it is possible to calculate an index value indicating a deterioration sign without being affected by the performance of a control microcomputer.
In addition,
In addition,
As described above, by incorporating the electric power conversion device according to the invention into various industrial devices, it is possible to reduce the sudden failure of the motor incorporated therein.
According to the present embodiment, it is possible to diagnose the insulation deterioration of the transformer connected to the downstream side (output side) of the electric power conversion device. Note that the invention can be applied to a power storage system in which a solar panel part is replaced with a storage battery.
Even though the embodiments have been described above, the invention is not limited to the above-mentioned embodiments, and various modifications are included. For example, the embodiments have been described in detail to describe the invention in an easy-to-understand manner, and are not necessarily limited to those having all the described configurations. Further, it is possible to replace a part of a configuration of an embodiment with a configuration of another embodiment, and it is possible to add a configuration of an embodiment to a configuration of another embodiment. In addition, it is possible to add, delete, or replace a part of a configuration of each embodiment with another configuration.
Number | Date | Country | Kind |
---|---|---|---|
2019-089902 | May 2019 | JP | national |
Filing Document | Filing Date | Country | Kind |
---|---|---|---|
PCT/JP2020/006867 | 2/20/2020 | WO |