hamxaaa/Plant-operations-assistant

🏭 Plant Operations Intelligent Assistant

An AI-powered virtual technical assistant for plant operations management.

Features

• —Voice Input: Ask questions by speaking
• —Text Input: Type your questions
• —Data Analysis: Real-time processing of operational data
• —Voice Response: Listen to AI-generated answers
• —Fault Detection: Identifies and analyzes plant faults
• —Trend Analysis: Monitors process variables over time

How to Use

1. 1.Type or speak your question
2. 2.The assistant analyzes the operational data
3. 3.Receive a text response with audio playback
4. 4.Ask follow-up questions for deeper insights

Example Questions

• —"What is the current reactor temperature?"
• —"Are there any faults in the system?"
• —"How is the reactor pressure trending?"
• —"What's the plant status?"
• —"Show me conversion rate and yield"

Data Source

• —4 days of operational data (2024-01-01 to 2024-01-03)
• —23 process variables
• —1-minute interval measurements

Technologies Used

• —Gradio: User Interface
• —Transformers: NLP processing
• —gTTS: Text-to-Speech conversion
• —Pandas: Data manipulation
• —NumPy: Numerical analysis

Author

hamza jamshed

How to Run

1. 1.Upload the Excel data file
2. 2.The app will automatically load and process it
3. 3.Start asking questions