CN111711355A - Switching power supply circuit for inhibiting conduction radiation - Google Patents

Switching power supply circuit for inhibiting conduction radiation Download PDF

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Publication number
CN111711355A
CN111711355A CN202010660403.4A CN202010660403A CN111711355A CN 111711355 A CN111711355 A CN 111711355A CN 202010660403 A CN202010660403 A CN 202010660403A CN 111711355 A CN111711355 A CN 111711355A
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CN
China
Prior art keywords
power supply
switching power
ground
capacitor
coupling
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Pending
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CN202010660403.4A
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Chinese (zh)
Inventor
梅燕
李天强
朱天朋
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Yanfeng Visteon Electronic Technology Shanghai Co Ltd
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Yanfeng Visteon Electronic Technology Shanghai Co Ltd
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Priority to CN202010660403.4A priority Critical patent/CN111711355A/en
Publication of CN111711355A publication Critical patent/CN111711355A/en
Pending legal-status Critical Current

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    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02MAPPARATUS FOR CONVERSION BETWEEN AC AND AC, BETWEEN AC AND DC, OR BETWEEN DC AND DC, AND FOR USE WITH MAINS OR SIMILAR POWER SUPPLY SYSTEMS; CONVERSION OF DC OR AC INPUT POWER INTO SURGE OUTPUT POWER; CONTROL OR REGULATION THEREOF
    • H02M1/00Details of apparatus for conversion
    • H02M1/44Circuits or arrangements for compensating for electromagnetic interference in converters or inverters
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02MAPPARATUS FOR CONVERSION BETWEEN AC AND AC, BETWEEN AC AND DC, OR BETWEEN DC AND DC, AND FOR USE WITH MAINS OR SIMILAR POWER SUPPLY SYSTEMS; CONVERSION OF DC OR AC INPUT POWER INTO SURGE OUTPUT POWER; CONTROL OR REGULATION THEREOF
    • H02M1/00Details of apparatus for conversion
    • H02M1/0003Details of control, feedback or regulation circuits
    • H02M1/0038Circuits or arrangements for suppressing, e.g. by masking incorrect turn-on or turn-off signals, e.g. due to current spikes in current mode control

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  • Physics & Mathematics (AREA)
  • Electromagnetism (AREA)
  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Dc-Dc Converters (AREA)

Abstract

The invention provides a switching power supply circuit for inhibiting conduction radiation, which comprises a switching power supply module, an isolation inductor and a coupling capacitor group, wherein the isolation inductor is connected with the coupling capacitor group; the input end of the switching power supply module is connected with a power supply; one end of the isolation inductor is connected with the ground end of the power supply, and the other end of the isolation inductor is connected with the ground end of the switching power supply module; the coupling capacitor group comprises at least one coupling capacitor, and is arranged between the ground end of the power supply and the ground end of the switch power supply module; the invention adopts a method of dividing the power supply ground and the switching power supply circuit ground to cut off the propagation path of noise, thereby reducing the conduction radiation level, the differential mode interference level and the energy radiated outside the circuit, and further reducing the radiation of an electromagnetic field; coupling capacitance is added between a power supply ground and a switching power supply circuit ground, so that weak anti-interference performance of partial frequency bands caused by ground division of the circuit is overcome, and stability and reliability of the whole circuit structure are enhanced.

Description

Switching power supply circuit for inhibiting conduction radiation
Technical Field
The invention belongs to the field of switching power supplies, and particularly relates to a switching power supply circuit for inhibiting conduction radiation.
Background
The switching power supply has the advantages of small power consumption, small volume, high efficiency, wide voltage stabilizing range and the like, so that the switching power supply is more and more widely applied to automobile electronic products; the automobile electronic product mainly uses a voltage reduction module circuit, and as the switching power supply frequently switches voltage and current signals during working, the switching loss and the loss of passive elements are increased, and the problem of electromagnetic interference is caused, the conductive emission and the electromagnetic radiation of the switching power supply circuit are more difficult to realize electromagnetic compatibility compared with other circuits.
At present, in order to reduce the conducted emission level and the radiated emission level of the switching power supply circuit, the following methods are often adopted:
(1) a pi-type filter is added on a power input loop; the pi-type filter is composed of an inductor and a large-capacity capacitor, and is generally used for overcoming low-frequency band conducted interference, but generally, in an automobile electronic product, only one pi-type filter is arranged on a circuit input loop due to the limitations of circuit performance and design cost.
(2) A shielding cover is added on the switching circuit to completely shield the switching power supply; the choice of shield can takes into account the effect of material, thickness and aperture on the shielding effectiveness and in most applications this approach is not an option for space reasons.
(3) Layout wiring is optimized, current loops in layout are reduced, and distributed capacitance between a power supply and the ground is reduced; this method is a common method and an optimized method for reducing the electromagnetic interference problem of the switching power supply circuit, but due to the complexity of the energy radiation of the switching power supply circuit, all the electromagnetic interference problems cannot be completely solved by only optimizing the PCB.
Disclosure of Invention
In view of the above-mentioned shortcomings of the prior art, the present invention provides a switching power supply circuit for suppressing conducted radiation, which is used to solve the problem of electromagnetic interference caused by frequent switching of voltage and current signals during the operation of the switching power supply in the prior art.
To achieve the above and other related objects, the present invention provides a switching power supply circuit for suppressing conduction radiation, comprising: the switch power supply module, the isolation inductor and the coupling capacitor set; the input end of the switching power supply module is connected with a power supply; one end of the isolation inductor is connected with the ground end of the power supply, the other end of the isolation inductor is connected with the ground end of the switch power supply module, and the isolation inductor is used for dividing the ground end of the power supply and the ground end of the switch power supply module; the coupling capacitor group comprises at least one coupling capacitor, the coupling capacitor group is arranged between the ground end of the power supply and the ground end of the switch power supply module, and the coupling capacitor group is used for improving the anti-interference performance of the switch power supply circuit.
In an embodiment of the present invention, the switching power module includes: the power supply comprises a switching power supply chip, a first capacitor, a diode, a third inductor and a fourth capacitor; the input end of the switch power supply chip is connected with one end of the first capacitor, the other end of the first capacitor is connected with the other end of the isolation inductor, the output end of the switch power supply chip is respectively connected with the negative electrode of the diode and one end of the third inductor, the other end of the third inductor is connected with one end of the fourth capacitor, the other end of the fourth capacitor, the positive electrode of the diode is connected with the grounding end of the switch power supply chip and is commonly connected to the ground end of the switch power supply module.
In an embodiment of the invention, the switching power chip employs LMR14020SSQDDARQ 1; the diode adopts a Schottky diode; the first capacitor and the fourth capacitor are both polar capacitors; the input end of the switching power supply chip is connected with the anode of the first capacitor, the cathode of the first capacitor is connected with the other end of the isolation inductor, the other end of the third inductor is connected with the anode of the fourth capacitor, and the cathode of the fourth capacitor is connected with the grounding end of the switching power supply chip.
In an embodiment of the invention, when the coupling capacitor set includes a plurality of coupling capacitors, the plurality of coupling capacitors are connected in parallel, one end of the plurality of coupling capacitors connected in parallel is connected to the ground of the power supply, and the other end of the plurality of coupling capacitors connected in parallel is connected to the ground of the switching power supply module.
In an embodiment of the invention, the coupling capacitor set includes three coupling capacitors.
In an embodiment of the present invention, the capacitance values of the three coupling capacitors are 33pF, and 100pF, respectively, so as to ensure that the switching power supply circuit is in a conducting state between the ground of the power supply and the ground of the switching power supply module in a frequency band range of 800MHz to 1000MHz, and an inductive reactance exists between the ground of the power supply and the ground of the switching power supply module in other frequency band ranges.
In an embodiment of the invention, when the coupling capacitor set includes a coupling capacitor, one end of the coupling capacitor is connected to the ground of the power supply, and the other end of the coupling capacitor is connected to the ground of the switching power supply module.
In an embodiment of the present invention, the coupling capacitor is a common ceramic capacitor, and one end of the coupling capacitor is connected to the ground of the power supply, and the other end of the coupling capacitor is connected to the ground of the switching power supply module.
As described above, the switching power supply circuit for suppressing conduction radiation according to the present invention has the following advantageous effects:
(1) compared with the prior art, the method of dividing the power supply ground and the switching power supply circuit ground to cut off the propagation path of the noise reduces the conducted radiation level, the differential mode interference level and the energy radiated to the outside of the circuit, thereby reducing the radiation of an electromagnetic field;
(2) coupling capacitance is added between a power supply ground and a switching power supply circuit ground, so that weak anti-interference performance of partial frequency bands caused by ground division of the circuit is overcome, and the stability and reliability of the whole circuit structure are enhanced;
(3) the circuit layout design is simple and clear, and the complicated division of a power supply ground and a circuit ground is avoided;
(4) the number of passive filter elements on the power input network is reduced, and a metal shielding cover is avoided as much as possible, so that the design cost is reduced.
Drawings
Fig. 1 is a schematic block diagram of a switching power supply circuit for suppressing conducted radiation according to an embodiment of the present invention.
Fig. 2 is a schematic circuit diagram of a switching power supply circuit for suppressing conducted radiation according to an embodiment of the invention.
Fig. 3 is a schematic circuit diagram of a coupling capacitor set according to an embodiment of the invention.
Fig. 4 is a schematic circuit diagram of a switching power supply circuit for suppressing conducted radiation according to another embodiment of the present invention.
Fig. 5 is a diagram illustrating a noise signal of a conventional switching power supply circuit according to an embodiment.
Fig. 6 is a diagram illustrating a noise signal of a switching power supply circuit for suppressing conducted radiation according to another embodiment of the present invention.
Description of the reference symbols
1, switching power supply module;
2, coupling capacitor group;
3, a power supply;
4, a ground terminal;
5 ground terminal.
Detailed Description
The following description of the embodiments of the present invention is provided by way of specific examples, and other advantages and effects of the present invention will be readily apparent to those skilled in the art from the disclosure herein. The invention is capable of other and different embodiments and of being practiced or of being carried out in various ways, and its several details are capable of modification in various respects, all without departing from the spirit and scope of the present invention. It is to be noted that the features in the following embodiments and examples may be combined with each other without conflict.
It should be noted that the drawings provided in the following embodiments are only for illustrating the basic idea of the present invention, and the drawings only show the components related to the present invention rather than being drawn according to the number, shape and size of the components in actual implementation, and the type, number and proportion of the components in actual implementation may be changed arbitrarily, and the layout of the components may be more complicated.
Compared with the prior art, the switching power supply circuit for inhibiting the conduction radiation adopts a method of dividing the power supply ground and the switching power supply circuit ground to cut off the propagation path of noise, so that the conduction radiation level, the differential mode interference level and the energy radiated outside the circuit are reduced, and the radiation of an electromagnetic field is reduced; coupling capacitance is added between a power supply ground and a switching power supply circuit ground, so that weak anti-interference performance of partial frequency bands caused by ground division of the circuit is overcome, and the stability and reliability of the whole circuit structure are enhanced; the circuit layout design is simple and clear, and the complicated division of a power supply ground and a circuit ground is avoided; the number of passive filter elements on the power input network is reduced, and a metal shielding cover is avoided as much as possible, so that the design cost is reduced.
As shown in fig. 1 to 3, in an embodiment, the switching power supply circuit for suppressing conducted radiation of the present invention includes a switching power supply module 1, an isolation inductor L2, and a coupling capacitor bank 2.
The input end of the switching power supply module 1 is connected with a power supply 3.
In an embodiment, the switching power module 1 includes a switching power chip IC1, a first capacitor C1, a diode, a third inductor L3, and a fourth capacitor C4.
Specifically, the input end of the switching power supply chip IC1 is connected to one end of the first capacitor C1, one end of the isolation inductor L2 is connected to the ground terminal 5 of the power supply 3, the other end of the first capacitor C1 is connected to the other end of the isolation inductor L2, the output end of the switching power supply chip IC1 is connected to the cathode of the diode and one end of the third inductor L3, the other end of the third inductor L3 is connected to one end of the fourth capacitor C4, the other end of the fourth capacitor C4 and the anode of the diode are both connected to the ground terminal of the switching power supply chip IC1 and are connected to the ground terminal 4 (corresponding to a in fig. 2) of the switching power supply module 1.
It should be noted that the switching power module 1 includes, but is not limited to, the switching power chip IC1, the first capacitor C1, the diode, the third inductor L3, and the fourth capacitor C4, and in this embodiment, only the structures directly related to the present invention are listed, and it is not meant to include other structures necessary for the switching power supply.
In one embodiment, the switching power chip IC1 employs LMR14020SSQDDARQ 1; the diode adopts a Schottky diode D1; the first capacitor C1 and the fourth capacitor C4 both adopt polar capacitors.
Specifically, an input end VIN of the switching power supply chip IC1 is connected to an anode of the first capacitor C1, a cathode of the first capacitor C1 is connected to the other end of the isolation inductor L2, the other end of the third inductor L3 is connected to an anode of the fourth capacitor C4, and a cathode of the fourth capacitor C4 is connected to a ground GND of the switching power supply chip IC 1.
The other end of the isolation inductor L2 is further connected to the ground terminal 4 of the switching power supply module 1, and the isolation inductor L2 is used to divide the ground terminal 5 of the power supply 3 and the ground terminal 4 of the switching power supply module 1.
It should be noted that, the power ground and the switching power circuit ground are divided by the isolation inductor, so as to cut off the propagation path of noise, reduce the conducted radiation level, the differential mode interference level and the energy radiated to the outside of the circuit, and reduce the radiation of electromagnetic field.
The coupling capacitor group 2 comprises at least one coupling capacitor, the coupling capacitor group 2 is arranged between the ground end 5 of the power supply 3 and the ground end 4 of the switch power supply module 1, and the coupling capacitor group 2 is used for improving the anti-interference performance of the switch power supply circuit.
It should be noted that, a coupling capacitor is added between the ground terminal 5 of the power supply 3 and the ground terminal 4 of the switching power supply module 1, so that weak anti-interference performance of a partial frequency band caused by ground division of the switching power supply circuit is effectively overcome, and stability and reliability of the whole circuit structure are further enhanced.
In an embodiment, when the coupling capacitor set 2 includes a plurality of coupling capacitors, the plurality of coupling capacitors are connected in parallel, one end of the plurality of coupling capacitors connected in parallel is connected to the ground terminal 5 of the power supply 3, and the other end of the plurality of coupling capacitors connected in parallel is connected to the ground terminal 4 of the switching power supply module 1.
In one embodiment, the coupling capacitor set 2 includes three coupling capacitors, which are respectively C5, C6, and C7.
Specifically, as shown in fig. 3, three coupling capacitors C5, C6, and C7 are connected in parallel, one end of the parallel connection of the three coupling capacitors is connected to the ground terminal 5 of the power supply 3 (corresponding to the left-side ground terminal in fig. 3), and the other end of the parallel connection of the three coupling capacitors is connected to the ground terminal 4 of the switching power supply module 1 (corresponding to the right-side ground terminal in fig. 3).
In an embodiment, the capacitance values of the three coupling capacitors C5, C6, and C7 are 33pF, and 100pF, respectively, so as to ensure that the switching power supply circuit is in a conducting state between the ground 5 of the power supply 3 and the ground 4 of the switching power supply module 1 in a frequency band range of 800MHz to 1000MHz, and maintain an inductive reactance between the ground 5 of the power supply 3 and the ground 4 of the switching power supply module 1 in other frequency band ranges.
It should be noted that, after testing and calculation (the specific testing method and principle are shown in the following specific embodiments), when the capacitance values of the three coupling capacitors C5, C6, and C7 are 33pF, and 100pF, respectively, the three coupling capacitors ensure that the switching power supply circuit is approximately in the on state within the frequency band of 800MHz-1000MHz of the interference source, thereby enhancing the stability of the circuit structure; in other frequency range, the two places keep certain inductive reactance, thereby effectively reducing the conductive radiation and the electromagnetic radiation of the circuit.
In an embodiment, when the coupling capacitor set 2 includes a coupling capacitor, one end of the coupling capacitor is connected to the ground of the power supply, and the other end of the coupling capacitor is connected to the ground of the switching power supply module.
In an embodiment, the coupling capacitor is a common ceramic capacitor, and one end of the coupling capacitor is connected to the ground terminal 5 of the power supply 3, and the other end of the coupling capacitor is connected to the ground terminal 4 of the switching power supply module 1.
It should be noted that the coupling capacitor is not limited to be a common ceramic capacitor, and can be selected according to actual requirements, so that the applicability of the switching power supply circuit is enhanced.
The switching power supply circuit for suppressing conduction radiation of the present invention is further verified by the following specific examples.
In one embodiment, as shown in FIG. 4, a laboratory conducted radiation test scenario is simulated.
Specifically, a Line Impedance Stabilization Network (LISN) system for experimental testing is composed of inductors L1, L2, L3 and L4, and resistors R1 and R2, and the LISN system provides stable Line Impedance for a testing circuit in a specified frequency range and simultaneously isolates a power supply and the testing circuit; the inductor L7 isolates the ground of the switching power supply circuit from the ground; the switch power supply circuit consists of resistors R5 and R7, capacitors C3 and C4, a Schottky diode D1, an inductor L5 and a switch S2; the capacitor C3 is used as an input capacitor, the resistor R5 is used for simulating the internal resistance of the capacitor C3, the inductor L5 is used as an output inductor, the capacitor C4 is used as an output capacitor, the resistor R7 is used for simulating the internal resistance of the capacitor C7, and the frequency of the switch S2 is 2 MHz; inductor L6 is used to model the transmission line impedance and resistor R6 is used to model the load.
As shown in fig. 5 and 6, when the switching power supply circuit operates normally, the switch S2 switches at a high frequency, and noise generated by it is coupled to LISN _ P and LISN _ N, which forms differential mode interference; LISN _ P and LISN _ N couple to 16mV of noise (as in fig. 5) if no inductance L7 is separated as ground; with the addition of the inductor L7 for ground splitting, the propagation path of the interference level is cut off and the noise amplitude to which LISN _ P and LISN _ N couple is reduced to 4mV (as shown in fig. 6).
It can be seen that the inductor L7 is divided as a ground, so that the differential mode interference level of the circuit is reduced, and the energy radiated outside the board is correspondingly reduced, thereby reducing the radiation of the electromagnetic field.
It should be noted that, on the PCB layout wiring, a reasonable design is required, and meanwhile, in order to enhance the anti-interference performance of the circuit, a coupling capacitor may be added between two grounds. Through calculation and actual test verification, the resonance characteristic of the coupling capacitor is ensured to be similar to a conduction state in an anti-interference weak frequency band, and the system stability is enhanced; and certain inductive reactance is maintained in other frequency bands, and system conduction radiation and electromagnetic radiation are reduced.
In summary, compared with the prior art, the switching power supply circuit for suppressing conducted radiation of the present invention adopts the method of dividing the power ground and the switching power supply circuit ground to cut off the propagation path of noise, so as to reduce the conducted radiation level, the differential mode interference level and the energy radiated outside the circuit, thereby reducing the radiation of the electromagnetic field; coupling capacitance is added between a power supply ground and a switching power supply circuit ground, so that weak anti-interference performance of partial frequency bands caused by ground division of the circuit is overcome, and the stability and reliability of the whole circuit structure are enhanced; the circuit layout design is simple and clear, and the complicated division of a power supply ground and a circuit ground is avoided; the number of passive filter elements on a power input network is reduced, and a metal shielding cover is avoided as much as possible, so that the design cost is reduced; therefore, the invention effectively overcomes various defects in the prior art and has high industrial utilization value.
The foregoing embodiments are merely illustrative of the principles and utilities of the present invention and are not intended to limit the invention. Any person skilled in the art can modify or change the above-mentioned embodiments without departing from the spirit and scope of the present invention. Accordingly, it is intended that all equivalent modifications or changes which can be made by those skilled in the art without departing from the spirit and technical spirit of the present invention be covered by the claims of the present invention.

Claims (8)

1. A switching power supply circuit for suppressing conducted radiation, comprising: the switch power supply module, the isolation inductor and the coupling capacitor set;
the input end of the switching power supply module is connected with a power supply;
one end of the isolation inductor is connected with the ground end of the power supply, the other end of the isolation inductor is connected with the ground end of the switch power supply module, and the isolation inductor is used for dividing the ground end of the power supply and the ground end of the switch power supply module;
the coupling capacitor group comprises at least one coupling capacitor, the coupling capacitor group is arranged between the ground end of the power supply and the ground end of the switch power supply module, and the coupling capacitor group is used for improving the anti-interference performance of the switch power supply circuit.
2. The switching power supply circuit for suppressing conduction radiation according to claim 1, wherein said switching power supply module comprises: the power supply comprises a switching power supply chip, a first capacitor, a diode, a third inductor and a fourth capacitor;
the input end of the switch power supply chip is connected with one end of the first capacitor, the other end of the first capacitor is connected with the other end of the isolation inductor, the output end of the switch power supply chip is respectively connected with the negative electrode of the diode and one end of the third inductor, the other end of the third inductor is connected with one end of the fourth capacitor, the other end of the fourth capacitor, the positive electrode of the diode is connected with the grounding end of the switch power supply chip and is commonly connected to the ground end of the switch power supply module.
3. The switching power supply circuit for suppressing conduction radiation as claimed in claim 2, wherein said switching power supply chip employs LMR14020SSQDDARQ 1; the diode adopts a Schottky diode; the first capacitor and the fourth capacitor are both polar capacitors;
the input end of the switching power supply chip is connected with the anode of the first capacitor, the cathode of the first capacitor is connected with the other end of the isolation inductor, the other end of the third inductor is connected with the anode of the fourth capacitor, and the cathode of the fourth capacitor is connected with the grounding end of the switching power supply chip.
4. The switching power supply circuit according to claim 1, wherein when the coupling capacitor group includes a plurality of coupling capacitors, the plurality of coupling capacitors are connected in parallel, one end of the parallel connection of the plurality of coupling capacitors is connected to a ground terminal of the power supply, and the other end of the parallel connection of the plurality of coupling capacitors is connected to a ground terminal of the switching power supply module.
5. The switching power supply circuit for suppressing conduction radiation as recited in claim 4, wherein said coupling capacitor bank comprises three coupling capacitors.
6. The switching power supply circuit for suppressing conduction radiation as claimed in claim 5, wherein the capacitance values of the three coupling capacitors are 33pF, 33pF and 100pF respectively, so as to ensure that the switching power supply circuit is in a conducting state between the ground of the power supply and the ground of the switching power supply module in the frequency band range of 800MHz-1000MHz, and to maintain the inductive reactance between the ground of the power supply and the ground of the switching power supply module in other frequency band ranges.
7. The switching power supply circuit according to claim 1, wherein when the coupling capacitor bank includes a coupling capacitor, one end of the coupling capacitor is connected to the ground of the power supply, and the other end of the coupling capacitor is connected to the ground of the switching power supply module.
8. The switching power supply circuit for suppressing conduction radiation as claimed in claim 1, wherein said coupling capacitor is a common ceramic capacitor, and one end of said coupling capacitor is connected to a ground terminal of said power supply, and the other end of said coupling capacitor is connected to a ground terminal of said switching power supply module.
CN202010660403.4A 2020-07-10 2020-07-10 Switching power supply circuit for inhibiting conduction radiation Pending CN111711355A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010660403.4A CN111711355A (en) 2020-07-10 2020-07-10 Switching power supply circuit for inhibiting conduction radiation

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010660403.4A CN111711355A (en) 2020-07-10 2020-07-10 Switching power supply circuit for inhibiting conduction radiation

Publications (1)

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CN111711355A true CN111711355A (en) 2020-09-25

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11147137B2 (en) * 2019-07-25 2021-10-12 Xiamen Eco Lighting Co. Ltd. Lighting apparatus a pi-filter and non-isolated switch driving circuit and a base comprising a metal connector
CN114047388A (en) * 2021-11-05 2022-02-15 中山市德马汽车零部件有限公司 Hybrid test optimization method and device for automobile electronic conduction radiation

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11147137B2 (en) * 2019-07-25 2021-10-12 Xiamen Eco Lighting Co. Ltd. Lighting apparatus a pi-filter and non-isolated switch driving circuit and a base comprising a metal connector
CN114047388A (en) * 2021-11-05 2022-02-15 中山市德马汽车零部件有限公司 Hybrid test optimization method and device for automobile electronic conduction radiation

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