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How do increased voltage levels and faster switching speeds influence sensor placement and accuracy in EV systems?

By Rakesh Kumar PhD | March 18, 2026

Advancements in the electric vehicle (EV) industry, such as WBG devices and 800-Volt (V) systems, introduce specific technical challenges for sensor accuracy and physical placement. Higher operational voltages require more robust electromagnetic interference (EMI) filtering, while faster switching speeds generate high dv/dt and di/dt noise.

This article examines how these factors affect sensing integrity and provides strategies for system design.

How high-voltage EMI filtering affects ac voltage sensing accuracy

In 800 V systems, EMI filtering is necessary to meet regulatory standards. Designers typically implement large Y-capacitors, sometimes reaching 100 nF, between high-voltage lines and protective earth. These components introduce a trade-off regarding ac voltage sensing accuracy due to the time constant they insert into the measurement loop.

Data from Figure 1 identify two primary error mechanisms:

  1. Transient-state settling errors: During a transient event or at the start of a measurement cycle, the Y-capacitor must charge through the sensing resistor. This results in a settling time delay. If the system relies on rapid insulation monitoring, this delay can prevent the sensor from reading the true voltage in a timely manner.
  2. Steady-state phase displacement: Because Y-capacitors have frequency-dependent impedance, they introduce a phase shift. As shown in Figure 1, the sensed voltage waveform leads the true voltage, creating a phase delay that can compromise the accuracy of insulation resistance calculations.

Figure 1. Impact of Y-capacitor parasitic effects on voltage sensing accuracy, demonstrating transient-state settling delays (left) and steady-state phase displacement (right). (Image: Texas Instruments)

To improve accuracy, the resistance in the measurement network should be reduced. Lowering the resistance shortens the charge and discharge periods, which minimizes phase deviation and settling time.

How high dv/dt nodes dictate the physical placement of sensors

WBG devices, such as SiC MOSFETs, switch at high speeds, generating common-mode noise due to high dv/dt. In these systems, physical placement must account for electromagnetic coupling between power loops and sensitive signal traces.

Figure 2 maps specific high dv/dt switching nodes within bidirectional ac/dc and dc/dc converters. These nodes act as sources of capacitive noise coupling.

Figure 2. Mapping of high dv/dt switching nodes in bidirectional ac/dc and dc/dc converters, identifying primary sources of capacitive noise coupling that dictate sensor placement. (Image: Wolfspeed)

Placement guidelines:

  • Separation: Sensitive sensing signals, gate loops, and input/output connectors should not be placed near high dv/dt switching nodes.
  • Shielding: In high-density designs where physical separation is limited, grounded heat sinks can be utilized as physical shields. These shields intercept capacitive noise before it reaches the sensing circuitry.

How PCB layout geometry mitigates high di/dt magnetic coupling

GaN devices exhibit fast turn-on transients, often exceeding 100 kV/μs, which generate high di/dt changes. These changes cause magnetic coupling that can penetrate sensor isolation barriers. This results in radio frequency interference that rectifies within operational amplifiers, manifesting as a dc shift in the output signal.

Figure 3 provides a comparison of layout techniques:

  • Figure 3a shows significant current sensor distortion caused by a layout with large, horizontal signal and ground loops.
  • Figure 3b demonstrates clean waveforms achieved through an optimized physical layout.

Figure 3. Comparison of current sensor outputs: (a) disruptive distortion caused by horizontal ground and signal loops; (b) clean waveforms achieved through a minimized vertical multi-loop layout. (Image: IEEE)

Designers should implement minimized, vertical multi-loop areas. By stacking VCC, signal, and ground traces vertically across the main power board and control board, the system maximizes negative mutual-partial inductance. This effect cancels out the external magnetic coupling from the power switching loop, ensuring measurement integrity despite high di/dt transients.

Summary

Designing for 800 V and WBG architectures requires balancing aggressive EMI filtering with sensor performance. Large Y-capacitors introduce phase displacement and lag that must be mitigated by lowering sensing resistance.

Physical layout is equally important, as designers must isolate sensors from high dv/dt switching nodes or deploy grounded heat sinks for shielding. For high di/dt environments, implementing vertical, tightly stacked PCB multi-loops maximizes negative mutual inductance to cancel magnetic noise.

References

  • Impacts of High Frequency, High di/dt, dv/dt Environment on Sensing Quality of GaN Based Converters and Their Mitigation, IEEE
  • A Comparative Analysis of Insulation Monitoring Device (IMD) Architectures in Bidirectional Onboard Chargers, Texas Instruments
  • Mitigating EMI with SiC Solutions in Renewable Energy & Grid-Connected Power Converters, Wolfspeed

EEWorld Online related content

  • What are the current sensing challenges with WBG power converters?
  • How is temperature, voltage, current, and EMI managed in EVs?
  • How do parasitic inductances affect switching performance?
  • How can power converters be designed to minimize EMI?
  • How current sensing impacts electric vehicles: part 1
  • FAQ on X- and Y-capacitors

 

 

 

 

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Filed Under: FAQs, Featured Contributions, Sensor Tips, Sensors
Tagged With: FAQ, highvoltage, highvoltagesystem, sensors
 

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