Automated Grid Load Alerts with AI-Powered Insights
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Proactively monitor and respond to grid load fluctuations with this intelligent automation. This workflow leverages AI to analyze grid data, generate timely alerts, and log critical information for efficient operational oversight.
About This Workflow
The Grid Load Alert workflow is designed to provide real-time monitoring of your electrical grid's load. It starts by receiving data via a webhook, then intelligently chunks and embeds this information using OpenAI. This processed data is stored in a Supabase vector database for efficient querying. When potential issues are detected, an Anthropic AI model analyzes the situation, utilizing memory to maintain context and a vector store tool for informed decision-making. Finally, all relevant alerts and actions are logged to a Google Sheet for comprehensive tracking and analysis, ensuring you stay ahead of potential grid overload scenarios.
Key Features
- Real-time Webhook Ingestion: Seamlessly receive grid load data from external sources.
- AI-Powered Data Processing: Utilizes LangChain's text splitters and OpenAI embeddings for intelligent data analysis.
- Vector Database Storage: Leverages Supabase for efficient storage and retrieval of grid data.
- Contextual AI Decision-Making: Employs Anthropic AI with memory to understand and react to complex load scenarios.
- Automated Logging: Logs critical alerts and actions to Google Sheets for detailed record-keeping.
How To Use
- Configure Webhook: Set up your grid monitoring system to send data to the n8n webhook URL with the path
grid_load_alert. - Set Up OpenAI Credentials: Provide your OpenAI API key for embedding grid data.
- Configure Supabase Connection: Connect to your Supabase instance and specify
grid_load_alertas your index name for both insert and query operations. - Set Up Anthropic Credentials: Provide your Anthropic API key for the AI chat model.
- Configure Google Sheets: Link your Google Sheets account and specify the
SHEET_IDandLogsheet name for logging alerts.
Apps Used
Workflow JSON
{
"id": "ab6ea907-a5bc-411d-aef3-9fd018f2bab5",
"name": "Automated Grid Load Alerts with AI-Powered Insights",
"nodes": 25,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: ab6ea907-a5bc...
About the Author
DevOps_Master_X
Infrastructure Expert
Specializing in CI/CD pipelines, Docker, and Kubernetes automations.
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