Symmetric and Asymmetric Fault Currents: Why the X/R ratio determines everything from arc energy to switchgear selection

Symmetric and Asymmetric Fault Currents

The Hidden Complexity of Fault Currents

When electrical faults occur in power systems, the resulting current waveforms are rarely the neat, symmetrical sinusoids we see in textbooks. Real-world fault currents exhibit complex behaviors that can dramatically affect equipment performance, protection coordination, and system safety. At Paragon Energy Networks, understanding these complexities is fundamental to designing robust electrical systems that protect both equipment and personnel.

The distinction between symmetric and asymmetric fault currents isn’t merely academic—it has profound practical implications. The asymmetric nature of fault currents determines the peak stress on electrical equipment, influences the energy content of electrical arcs, and affects the breaking capacity requirements of protective devices. For engineers designing protection systems or specifying switchgear, these concepts are essential tools for ensuring system reliability and safety.

This comprehensive guide explores the fundamental principles of symmetric and asymmetric fault currents, their practical implications, and the calculation methods that enable engineers to design effective protection systems.

The Physics of Fault Current Asymmetry

Understanding the X/R Ratio

The X/R ratio stands as one of the most critical parameters in fault current analysis. This simple ratio of system reactance to resistance reveals the electrical “character” of a circuit and fundamentally determines how fault currents behave.

High X/R Ratios: Systems with high X/R ratios store significant magnetic energy. When faults occur, this stored energy cannot dissipate instantaneously, leading to sustained DC components and highly asymmetric fault currents. Typical examples include:

  • Long transmission lines
  • Large transformers
  • Systems with significant motor loads
  • High-voltage networks

Low X/R Ratios: Systems with low X/R ratios have less magnetic energy storage and exhibit more symmetric fault behavior. Examples include:

  • Low-voltage distribution systems
  • Circuits with significant resistance (heating loads, long cables)
  • Systems with power electronic loads

The X/R ratio directly correlates with the time constant of the DC decay:

τ = L/R = X/(ωR) = X/R × (1/ω)

Where τ is the time constant, L is inductance, ω is angular frequency, and higher X/R ratios result in longer DC decay times.

The Magnetic Energy Storage Principle

To understand why X/R ratios matter, consider the energy storage in electrical systems. Inductive elements (transformers, motors, transmission lines) store energy in their magnetic fields according to:

E = ½LI²

When a fault occurs, this stored energy cannot disappear instantly. The laws of physics require that current through an inductor cannot change instantaneously, leading to the DC component that characterizes asymmetric fault currents.

This principle explains why high-voltage transmission systems, with their large reactances and stored magnetic energy, exhibit pronounced asymmetric behavior, while low-voltage resistive circuits show relatively symmetric fault currents.

Anatomy of Asymmetric Fault Currents

The Two-Component Model

Asymmetric fault currents consist of two distinct components, each with unique characteristics and practical implications:

AC Component

The AC component represents the steady-state fault current that would flow if the system reached equilibrium immediately. This component:

  • Maintains constant RMS value (in infinite bus systems)
  • Oscillates at system frequency (50 Hz or 60 Hz)
  • Determines the steady-state thermal duty on equipment
  • Influences protection relay operation in the steady state

DC Component

The DC component arises from the inability of inductive circuits to change current instantaneously. This component:

  • Starts at a value determined by the fault inception angle
  • Decays exponentially with time constant τ = X/R
  • Creates the asymmetric “offset” in the current waveform
  • Contributes to peak fault current and arc energy

Mathematical Description

The complete mathematical description of asymmetric fault current is given by:

i(t) = √2 × Ik" × sin(ωt + φ - α) - √2 × Ik" × sin(φ - α) × e^(-t/τ)

Where:

  • i(t) = instantaneous fault current
  • Ik” = initial symmetrical short-circuit current (RMS)
  • ω = angular frequency (2πf)
  • φ = voltage phase angle at fault inception
  • α = impedance angle of the fault circuit
  • τ = time constant (X/R × 1/ω)

This equation reveals several critical insights:

  1. The DC component magnitude depends on the fault inception angle
  2. The decay rate depends solely on the X/R ratio
  3. Maximum asymmetry occurs when the fault begins at a voltage zero crossing
  4. The AC component remains constant (for infinite bus systems)

The Critical Role of Fault Inception Angle

One of the most important aspects of fault current asymmetry is its dependence on the precise moment when the fault occurs. In three-phase systems, it’s impossible for all three phases to simultaneously experience maximum or minimum asymmetry, but individual phases can experience significant asymmetric effects.

Maximum Asymmetry: Occurs when the fault begins at the moment of voltage zero crossing. At this instant, the natural AC current would want to start at zero, but the inductive circuit forces current continuity, creating maximum DC offset.

Minimum Asymmetry: Occurs when the fault begins at the voltage peak. The natural AC response aligns with the inductive constraint, minimizing DC offset.

For three-phase faults, statistical analysis shows that while not all phases can simultaneously experience maximum asymmetry, at least one phase will typically exhibit significant asymmetric behavior.

Practical Implications for System Design

Switchgear Breaking Capacity

The asymmetric nature of fault currents has profound implications for switchgear selection and application. Circuit breakers must be capable of interrupting not just the steady-state fault current, but the actual asymmetric current they will encounter.

Peak Current Considerations: The peak fault current (ip) can significantly exceed the RMS value of the symmetrical component. For high X/R ratio systems, this peak can reach:

ip ≈ √2 × Ik" × (1 + e^(-π×R/X))

For very high X/R ratios, this approaches 2√2 × Ik”, or approximately 2.83 times the RMS symmetrical value.

Breaking Duty Calculations: Circuit breakers operating at specific times after fault inception must interrupt the actual asymmetric current present at that moment. For a circuit breaker operating at time t:

Ik(t) = √(Ik"² + (Idc(t))²)

Where Idc(t) is the DC component at time t.

Arc Energy and Equipment Duty

The energy content of electrical arcs during fault conditions is significantly influenced by current asymmetry. Higher peak currents and slower decay times both contribute to increased arc energy, affecting:

Switchgear Design: Equipment must withstand not just the thermal effects of steady-state fault current, but the enhanced energy of asymmetric arcs.

Arc Flash Analysis: Asymmetric fault currents can substantially increase incident energy calculations, particularly for fast-operating protection systems that interrupt faults while significant DC components remain.

Equipment Stress: The peak currents associated with asymmetric faults create enhanced electromagnetic forces on conductors, bushings, and other equipment components.

Connection to Distribution Network Operations

The Infinite Bus Assumption

For most distribution system calculations, connection to the DNO (Distribution Network Operator) grid can be treated as an infinite bus. This assumption significantly simplifies fault current calculations and is generally valid because:

  • The distribution system impedance is typically much higher than the upstream transmission system impedance
  • The generating capacity connected upstream is large compared to the local fault duty
  • The time constants of the upstream system are much longer than local protection operating times

Under the infinite bus assumption, the AC component of fault current remains constant throughout the fault duration, while only the DC component decays according to the local circuit X/R ratio.

Island Operation Considerations

When distribution systems operate in island mode (disconnected from the main grid), the infinite bus assumption no longer applies. In these scenarios:

  • The AC component of fault current may decay as local generation responds to the fault
  • Multiple time constants may be present, reflecting different generation sources
  • Fault current calculations become significantly more complex
  • Protection coordination may require different approaches

Island operation scenarios are becoming increasingly important as distributed generation and microgrid technologies proliferate.

Advanced Calculation Methods

BS EN 60909-0:2016 Methodology

The international standard BS EN 60909-0:2016 provides comprehensive methods for calculating fault currents, including detailed treatment of asymmetric effects. The standard defines several key current values:

Ik” – Initial short-circuit current: The RMS value of the symmetrical AC component at fault inception.

ip – Peak short-circuit current: The maximum possible instantaneous current value, accounting for maximum asymmetry.

Ik – Steady-state short-circuit current: The RMS current after all transients have decayed.

Idc – DC component: The exponentially decaying offset current.

Simplified Peak Current Calculation

For practical applications, a reasonable approximation for maximum peak asymmetric fault current is:

python
# Peak fault current calculation
import math

def calculate_peak_fault_current(Ik_initial, X_R_ratio):
    """
    Calculate peak asymmetric fault current
    
    Args:
        Ik_initial: Initial symmetrical short-circuit current (RMS)
        X_R_ratio: X/R ratio of the fault circuit
    
    Returns:
        Peak fault current
    """
    # Decay factor at π radians (half cycle)
    decay_factor = math.exp(-math.pi / X_R_ratio)
    
    # Peak multiplier
    peak_multiplier = math.sqrt(2) * (1 + decay_factor)
    
    # Peak current
    ip = Ik_initial * peak_multiplier
    
    return ip

# Example calculation
Ik_initial = 10000  # 10 kA RMS
X_R_ratio = 15      # Typical transmission system value

ip = calculate_peak_fault_current(Ik_initial, X_R_ratio)
print(f"Peak fault current: {ip:.0f} A")
print(f"Peak/RMS ratio: {ip/Ik_initial:.2f}")

Time-Variant DC Component Calculation

For applications requiring precise fault current values at specific times:

python
import math

def calculate_dc_component(Ik_initial, X_R_ratio, fault_angle, time, frequency=50):
    """
    Calculate DC component of fault current at specific time
    
    Args:
        Ik_initial: Initial symmetrical current (RMS)
        X_R_ratio: X/R ratio of circuit
        fault_angle: Phase angle at fault inception (radians)
        time: Time after fault inception (seconds)
        frequency: System frequency (Hz)
    
    Returns:
        DC component at specified time
    """
    omega = 2 * math.pi * frequency
    time_constant = X_R_ratio / omega
    
    # Initial DC component (maximum case)
    initial_dc = math.sqrt(2) * Ik_initial * math.sin(fault_angle)
    
    # DC component at time t
    dc_component = initial_dc * math.exp(-time / time_constant)
    
    return dc_component

# Example: DC component after 100ms
time = 0.1  # 100 milliseconds
fault_angle = 0  # Worst case (voltage zero crossing)

dc_component = calculate_dc_component(10000, 15, fault_angle, time)
print(f"DC component after {time*1000:.0f}ms: {dc_component:.0f} A")

Total Fault Current Calculation

The complete fault current at any time combines both AC and DC components:

python
def calculate_total_fault_current(Ik_initial, X_R_ratio, fault_angle, time, frequency=50):
    """
    Calculate total RMS fault current at specific time
    
    Returns:
        Total RMS fault current including AC and DC components
    """
    # AC component (constant for infinite bus)
    ac_component = Ik_initial
    
    # DC component at time t
    dc_component = calculate_dc_component(Ik_initial, X_R_ratio, fault_angle, time, frequency)
    
    # Total RMS current
    total_current = math.sqrt(ac_component**2 + dc_component**2)
    
    return total_current, ac_component, dc_component

# Example: Total current evolution
times = [0.01, 0.05, 0.1, 0.2, 0.5]  # Various times in seconds

print("Time (ms) | Total (A) | AC (A) | DC (A)")
print("----------|-----------|--------|-------")

for t in times:
    total, ac, dc = calculate_total_fault_current(10000, 15, 0, t)
    print(f"{t*1000:8.0f} | {total:8.0f} | {ac:6.0f} | {dc:6.0f}")

Protection System Implications

Relay Operating Characteristics

The asymmetric nature of fault currents significantly affects protection relay operation:

Overcurrent Relays: Must operate correctly despite the DC component, which can cause:

  • CT saturation leading to measurement errors
  • Delayed operation due to reduced effective current
  • Potential misoperation in sensitive applications

Differential Relays: Particularly susceptible to CT saturation effects during asymmetric faults, requiring:

  • Careful CT specification and application
  • Appropriate relay restraint characteristics
  • Consideration of DC immunity in relay selection

Distance Relays: The impedance measurement can be affected by DC components, potentially causing:

  • Underreach during high DC conditions
  • Memory polarization issues
  • Zone coordination problems

Fast Protection Considerations

Modern protection systems often operate within the first few cycles of a fault, when asymmetric effects are most pronounced. This creates several challenges:

Higher Breaking Duty: Fast-operating circuit breakers must interrupt fault currents with significant DC components, requiring higher breaking capacity ratings.

Enhanced Arc Energy: The combination of high peak currents and fast operation can actually increase arc energy in some scenarios, affecting arc flash analysis.

Coordination Complexity: The time-variant nature of asymmetric fault currents complicates protection coordination studies.

Current Transformer Application

The DC component in asymmetric fault currents poses particular challenges for current transformers:

Saturation Effects: CTs can saturate due to DC flux, leading to:

  • Distorted secondary currents
  • Reduced accuracy in fault current measurement
  • Potential protection system misoperation

CT Specification: Proper CT specification for asymmetric fault duties requires:

  • Consideration of the remanence factor
  • Appropriate secondary burden analysis
  • Selection of suitable CT class and rating
python
def calculate_ct_secondary_current(primary_current, ct_ratio, burden_impedance, ct_class):
    """
    Calculate CT secondary current considering saturation effects
    
    This is a simplified model - actual CT behavior is more complex
    """
    # Ideal secondary current
    ideal_secondary = primary_current / ct_ratio
    
    # Saturation effects (simplified)
    if ct_class == "5P10":
        saturation_limit = 10 * ideal_secondary
    elif ct_class == "10P10":
        saturation_limit = 10 * ideal_secondary
    else:
        saturation_limit = float('inf')
    
    # Actual secondary (considering saturation)
    actual_secondary = min(ideal_secondary, saturation_limit)
    
    return actual_secondary

Real-World Applications and Case Studies

High-Voltage Transmission Systems

Transmission systems typically exhibit high X/R ratios (15-50), leading to:

  • Significant asymmetric fault currents
  • Long DC decay time constants (several cycles)
  • High peak current multiples (2.5-2.8 times RMS)
  • Challenging switchgear application

Design Considerations:

  • Circuit breakers must be rated for high asymmetric breaking duty
  • Current transformers require careful specification for DC immunity
  • Protection systems must account for extended transient periods

Industrial Distribution Systems

Industrial systems often have moderate X/R ratios (5-15), creating:

  • Moderate asymmetric effects
  • Medium decay time constants (1-3 cycles)
  • Peak current multiples of 2.0-2.5 times RMS
  • Balanced design challenges

Practical Implications:

  • Motor contribution effects overlap with asymmetric decay
  • Variable frequency drive impacts on system X/R ratios
  • Arc flash energy calculations significantly affected

Low-Voltage Systems

Low-voltage distribution typically shows lower X/R ratios (2-8), resulting in:

  • Limited asymmetric effects
  • Fast DC decay (less than 1 cycle)
  • Peak current multiples of 1.5-2.0 times RMS
  • More predictable protection behavior

Design Focus:

  • Emphasis on conductor and equipment thermal ratings
  • Simplified protection coordination
  • Standard switchgear applications generally adequate

Standards and Regulatory Framework

International Standards

IEC 60909 Series: Provides comprehensive methods for short-circuit current calculations, including detailed treatment of asymmetric effects.

IEEE Std 551: Offers guidance on calculating short-circuit currents in industrial and commercial power systems.

IEEE C37.010: Addresses the application of switching devices in systems with asymmetric fault currents.

UK-Specific Guidelines

ENA Engineering Recommendations: Provide practical guidance for UK distribution network applications.

BS 7909: Covers the application of switchgear in UK systems.

Health and Safety Executive (HSE) Guidelines: Address arc flash and electrical safety considerations related to fault current characteristics.

Future Trends and Emerging Technologies

Smart Grid Integration

Advanced distribution systems with smart grid capabilities offer new opportunities for managing asymmetric fault currents:

Real-Time X/R Monitoring: Smart sensors can continuously monitor system X/R ratios, enabling adaptive protection settings.

Predictive Fault Analysis: Machine learning algorithms can predict fault current characteristics based on real-time system conditions.

Dynamic Protection Coordination: Intelligent systems can adjust protection settings based on actual system configuration and fault current expectations.

Power Electronics Integration

The increasing penetration of power electronic devices affects system X/R ratios and fault current characteristics:

Inverter-Based Resources: Grid-connected inverters typically limit fault current contribution, potentially reducing overall system X/R ratios.

HVDC Systems: DC transmission systems eliminate the concept of X/R ratios for DC-side faults while creating new AC-side challenges.

Energy Storage Systems: Battery systems with power electronic interfaces contribute controllable fault currents with unique characteristics.

Advanced Protection Technologies

Emerging protection technologies offer new capabilities for handling asymmetric fault currents:

Digital Signal Processing: Advanced algorithms can separate AC and DC components for improved protection performance.

Wide-Area Protection: Coordinated protection systems can optimize response to asymmetric faults across extended areas.

Adaptive Protection: Self-adjusting protection systems can modify their response based on detected fault current characteristics.

Best Practices for System Design

System Planning Considerations

X/R Ratio Management: Consider the impact of system modifications on X/R ratios:

  • Cable vs. overhead line selection affects system reactance
  • Transformer impedance specifications influence fault current characteristics
  • Distributed generation can significantly alter local X/R ratios

Protection Philosophy: Develop protection strategies that account for asymmetric fault behavior:

  • Specify appropriate CT classes for expected DC components
  • Select relays with adequate DC immunity
  • Design coordination studies considering time-variant fault currents

Equipment Specification

Switchgear Selection: Ensure adequate ratings for asymmetric fault duty:

  • Calculate peak fault currents for switchgear peak withstand ratings
  • Determine breaking current requirements at expected operating times
  • Consider DC time constants for arc extinction capability

Current Transformer Application: Apply CTs appropriate for asymmetric fault conditions:

  • Specify adequate CT classes for expected DC components
  • Consider remanence effects in coordination studies
  • Evaluate secondary burden effects on CT performance

Calculation and Analysis

Fault Study Methodology: Implement comprehensive fault analysis procedures:

  • Calculate both symmetric and asymmetric fault currents
  • Consider multiple system operating conditions
  • Evaluate time-variant characteristics for protection coordination

Software Tools: Utilize appropriate calculation tools:

  • Ensure software can handle asymmetric fault analysis
  • Validate calculations against hand calculations for critical applications
  • Maintain updated system models reflecting actual conditions

Advanced Calculation Examples

Complete System Analysis

python
import numpy as np
import matplotlib.pyplot as plt

class AsymmetricFaultAnalysis:
    def __init__(self, Ik_initial, X_R_ratio, frequency=50):
        self.Ik_initial = Ik_initial
        self.X_R_ratio = X_R_ratio
        self.frequency = frequency
        self.omega = 2 * np.pi * frequency
        self.time_constant = X_R_ratio / self.omega
        
    def calculate_fault_current(self, time_array, fault_angle=0):
        """Calculate complete fault current waveform"""
        # AC component (constant)
        ac_component = np.full_like(time_array, self.Ik_initial)
        
        # DC component (exponentially decaying)
        initial_dc = np.sqrt(2) * self.Ik_initial * np.sin(fault_angle)
        dc_component = initial_dc * np.exp(-time_array / self.time_constant)
        
        # Total RMS current
        total_current = np.sqrt(ac_component**2 + dc_component**2)
        
        # Peak current envelope
        peak_envelope = np.sqrt(2) * np.sqrt(ac_component**2 + dc_component**2)
        
        return {
            'time': time_array,
            'ac_component': ac_component,
            'dc_component': dc_component,
            'total_current': total_current,
            'peak_envelope': peak_envelope
        }
    
    def plot_fault_current_evolution(self, duration=0.5):
        """Plot fault current evolution over time"""
        time_array = np.linspace(0, duration, 1000)
        
        # Calculate for worst-case fault angle
        results = self.calculate_fault_current(time_array, fault_angle=0)
        
        plt.figure(figsize=(12, 8))
        
        # Plot components
        plt.subplot(2, 1, 1)
        plt.plot(time_array * 1000, results['ac_component'], label='AC Component', linewidth=2)
        plt.plot(time_array * 1000, results['dc_component'], label='DC Component', linewidth=2)
        plt.plot(time_array * 1000, results['total_current'], label='Total RMS Current', linewidth=2)
        plt.xlabel('Time (ms)')
        plt.ylabel('Current (A)')
        plt.title(f'Asymmetric Fault Current Evolution (X/R = {self.X_R_ratio})')
        plt.legend()
        plt.grid(True)
        
        # Plot peak envelope
        plt.subplot(2, 1, 2)
        plt.plot(time_array * 1000, results['peak_envelope'], label='Peak Current Envelope', linewidth=2)
        plt.axhline(y=np.sqrt(2) * self.Ik_initial, color='r', linestyle='--', 
                   label='Symmetrical Peak')
        plt.xlabel('Time (ms)')
        plt.ylabel('Peak Current (A)')
        plt.title('Peak Current Evolution')
        plt.legend()
        plt.grid(True)
        
        plt.tight_layout()
        plt.show()
        
        return results

# Example usage
fault_analysis = AsymmetricFaultAnalysis(Ik_initial=10000, X_R_ratio=15)
results = fault_analysis.plot_fault_current_evolution()

# Calculate key parameters
peak_initial = np.max(results['peak_envelope'])
steady_state = results['total_current'][-1]

print(f"Initial peak current: {peak_initial:.0f} A")
print(f"Peak/RMS ratio: {peak_initial/fault_analysis.Ik_initial:.2f}")
print(f"Steady-state current: {steady_state:.0f} A")
print(f"DC decay time constant: {fault_analysis.time_constant*1000:.1f} ms")

Protection Coordination Analysis

python
class ProtectionCoordination:
    def __init__(self, fault_analysis):
        self.fault_analysis = fault_analysis
        
    def calculate_breaker_duty(self, operating_times):
        """Calculate breaking duty for different operating times"""
        results = []
        
        for op_time in operating_times:
            # Calculate fault current at operating time
            fault_data = self.fault_analysis.calculate_fault_current(
                np.array([op_time]), fault_angle=0)
            
            breaking_current = fault_data['total_current'][0]
            dc_component = fault_data['dc_component'][0]
            dc_percentage = (dc_component / breaking_current) * 100
            
            results.append({
                'operating_time_ms': op_time * 1000,
                'breaking_current': breaking_current,
                'dc_component': dc_component,
                'dc_percentage': dc_percentage
            })
            
        return results
    
    def print_coordination_table(self):
        """Print protection coordination table"""
        operating_times = [0.01, 0.02, 0.05, 0.1, 0.2, 0.5]  # seconds
        results = self.calculate_breaker_duty(operating_times)
        
        print("Protection Device Coordination Analysis")
        print("=" * 60)
        print(f"System: Ik'' = {self.fault_analysis.Ik_initial} A, X/R = {self.fault_analysis.X_R_ratio}")
        print()
        print("Operating | Breaking | DC Comp. | DC %")
        print("Time (ms) | Current  | (A)      |")
        print("----------|----------|----------|------")
        
        for result in results:
            print(f"{result['operating_time_ms']:8.0f} | "
                  f"{result['breaking_current']:8.0f} | "
                  f"{result['dc_component']:8.0f} | "
                  f"{result['dc_percentage']:5.1f}")

# Example coordination analysis
coordination = ProtectionCoordination(fault_analysis)
coordination.print_coordination_table()

Conclusion: Mastering Asymmetric Fault Analysis

Understanding symmetric and asymmetric fault currents represents a cornerstone of modern power system engineering. At Paragon Energy Networks, this knowledge enables us to design systems that are not only safe and reliable but also economically optimized for their intended applications.

The key insights from this comprehensive analysis include:

Physical Understanding: The X/R ratio fundamentally determines fault current behavior, influencing everything from equipment stress to protection system performance. Engineers must consider both the magnitude and time-variant characteristics of fault currents.

Practical Applications: Asymmetric fault currents affect equipment specification, protection coordination, and safety analysis. The choice of switchgear, current transformers, and protection devices must account for these effects.

Calculation Methods: Modern standards provide sophisticated tools for fault current analysis, but engineers must understand the underlying principles to apply these tools effectively.

Future Considerations: Evolving power system technologies, from distributed generation to smart grid capabilities, continue to change the landscape of fault current analysis.

The mathematical complexity of asymmetric fault currents should not obscure their practical importance. Every circuit breaker operation, every protection relay decision, and every arc flash calculation depends on understanding these phenomena.

As power systems continue to evolve with new technologies and changing requirements, the fundamental principles of asymmetric fault analysis remain constant. The magnetic energy stored in system inductances, the exponential decay of DC components, and the relationship between X/R ratios and fault current characteristics are physical realities that no amount of technological advancement can change.

For engineers at Paragon Energy Networks and throughout the industry, mastering these concepts provides the foundation for designing electrical systems that protect equipment, ensure personnel safety, and maintain system reliability. The investment in understanding asymmetric fault currents pays dividends in every project, from simple distribution upgrades to complex industrial installations.

The future of power system protection lies not in avoiding the complexity of asymmetric fault currents but in embracing and mastering this complexity to create better, safer, and more reliable electrical systems. Through continued education, practical application, and technological advancement, we can ensure that our power systems are prepared for whatever challenges the future may bring.

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