Smart Grid Simulator - WIA-ENE-012 ⚡

Smart Meter Data Format

Define and validate smart meter data structures for AMI communication

Meter ID

Timestamp

Energy Consumption (kWh)

Voltage (V)

Current (A)

Power Factor

Data Format

Generated Data Output

DER Data Structure

Distributed Energy Resource data format for solar, wind, and storage systems

DER Type

Capacity (kW)

Current Output (kW)

State of Charge (%)

DER Data Output

SCADA Data Points

Transformer T1

Load

85%

Temp

65°C

Feeder F1

Current

245A

Voltage

12.5kV

Breaker B3

Status

WARNING

Trips

Capacitor C2

kVAR

150

Switches

1,250

Demand Response Algorithm

Calculate optimal load shedding based on grid conditions and pricing

Total Grid Load (MW)

Grid Capacity (MW)

Current Price ($/kWh)

Peak Price Threshold ($/kWh)

DR Strategy

Algorithm Output

Power Quality Analysis

Analyze voltage harmonics, sags, and swells

Nominal Voltage (V)

Measured Voltages (comma-separated)

THD Limit (%)

Sag Threshold (%)

Analysis Results

Renewable Energy Forecasting

Predict solar/wind generation using weather data and ML models

Energy Source

Installed Capacity (MW)

Weather Condition

Temperature (°C)

Wind Speed (m/s)

Forecast Results

Self-Healing Grid Algorithm

Automatic fault detection, isolation, and service restoration

Grid Topology (nodes comma-separated, e.g., "S1-N1,N1-N2,N2-N3")

Fault Location

Self-Healing Output

Communication Protocol Simulator

Test smart grid communication protocols: DNP3, Modbus, IEC 61850, MQTT

Protocol

Source Address

Destination Address

Command Type

Data Point

Value

Protocol Message Log

Security Protocol Tester

Test encryption and authentication mechanisms

Encryption Algorithm

Authentication Method

Message to Encrypt

Security Output

Protocol Performance Metrics

DNP3

Latency

12ms

Throughput

1.2Mbps

Modbus TCP

Latency

8ms

Throughput

2.5Mbps

IEC 61850

Latency

4ms

Throughput

100Mbps

MQTT

Latency

15ms

Throughput

5Mbps

System Integration Tester

Test integration between smart grid components

Integration Scenario

Integration Test Results

API Gateway Simulator

Smart Grid API endpoints for external system integration

API Endpoint

Request Method

Request Parameters (JSON)

Authentication Token

API Response

Event Bus Simulator

Real-time event streaming for grid monitoring

Event Type

Event Stream Log

Data Lake Integration

Stream smart grid data to analytics platform

📊 Time-Series DB

Records/sec

15,000

Storage

2.3TB

🔍 Search Index

Documents

5.2M

Query Time

45ms

📈 Analytics Engine

Jobs Running

CPU Usage

65%

🤖 ML Models

Active Models

Accuracy

94.2%

End-to-End System Test

Comprehensive testing of smart grid infrastructure

Test Suite

Test Environment

Test Execution Log

Load Testing

Simulate high-load scenarios for grid components

Number of Smart Meters

Reading Interval (seconds)

Test Duration (minutes)

Load Pattern

Load Test Results

Fault Injection Testing

Test system resilience by injecting various fault scenarios

Fault Type

Fault Severity

Fault Injection Results

Test Coverage Summary

Unit Tests

Coverage

87%

Pass Rate

98.5%

Integration Tests

Coverage

92%

Pass Rate

95.2%

Performance Tests

Throughput

15K/s

Latency

8ms

Security Tests

Vulnerabilities

Security Score

A+

⚡ Smart Grid Simulator - WIA-ENE-012

Smart Meter Data Format

DER Data Structure

SCADA Data Points

Demand Response Algorithm

Power Quality Analysis

Renewable Energy Forecasting

Self-Healing Grid Algorithm

Communication Protocol Simulator

Security Protocol Tester

Protocol Performance Metrics

System Integration Tester

API Gateway Simulator

Event Bus Simulator

Data Lake Integration

End-to-End System Test

Load Testing

Fault Injection Testing

Test Coverage Summary