⚡ ALERTIQ

Situation-Aware AI Copilot for Next-Generation Industrial HMI

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🚀 Overview

ALERTIQ is a futuristic AI-powered industrial monitoring platform designed for next-generation Human Machine Interfaces (HMI).

Traditional industrial HMIs overwhelm operators with disconnected alarms and noisy telemetry. ALERTIQ transforms industrial sensor data into situation-aware, decision-ready intelligence using:

• 🧠 AI Incident Compression
• 🔮 Predictive Maintenance Intelligence
• 🏭 Digital Twin Visualization
• 📈 Real-Time Telemetry Monitoring
• 👷 Multi-Role Dashboards
• 🚨 Emergency Escalation Intelligence

The platform is designed as a hackathon-ready prototype for the ABB Accelerator challenge focused on next-generation industrial control systems.

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✨ Key Features

🧠 AI Incident Compression

Traditional HMIs generate multiple disconnected alarms.

ALERTIQ intelligently correlates sensor anomalies and compresses them into a single actionable industrial incident.

Example:

Instead of:

• Temperature High
• Pressure High
• Vibration High
• Energy Spike

ALERTIQ generates:

Compressor Failure Risk Detected Recommended Action: Shutdown + Inspection

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🔮 Predictive Maintenance Intelligence

The platform predicts machine risk before actual downtime occurs.

Features include:

• Failure probability estimation
• AI confidence scoring
• Estimated time before failure
• Preventive maintenance recommendations

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🏭 Digital Twin Factory View

Interactive digital representation of industrial machines with:

• Live status indicators
• Risk scoring
• Machine-level intelligence
• Visual operational awareness

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📈 Real-Time Sensor Monitoring

Live telemetry simulation using:

• Temperature monitoring
• Vibration analysis
• Pressure monitoring
• Energy usage tracking

Includes animated live industrial sensor graphs.

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👷 Multi-Role Dashboards

Operator View

• AI action prioritization
• Critical machine focus
• Situation-aware alerts

Engineer View

• Sensor analytics
• Machine deep-dive intelligence
• Risk analysis graphs

Manager View

• Executive factory health overview
• Business impact insights
• Risk distribution analytics

Demo Mode

Comparison between:

• Traditional HMI
• ALERTIQ AI-driven HMI

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🚨 Emergency Escalation System

The system supports simulated factory emergency mode featuring:

• Global emergency banner
• Pulsing critical alerts
• AI incident timeline
• Escalation visualization

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🧩 Tech Stack

Technology	Purpose
Python	Core logic
Streamlit	Frontend framework
Pandas	Data processing
NumPy	Sensor simulation
Plotly	Live visualizations
Streamlit Autorefresh	Real-time updates
HTML/CSS	Advanced UI styling

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🏗️ System Architecture

Industrial Sensors
       ↓
Live Telemetry Engine
       ↓
Risk Scoring Engine
       ↓
AI Incident Compression
       ↓
Predictive Maintenance Intelligence
       ↓
Role-Based HMI Dashboard

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📸 Core Modules

⚡ ALERTIQ Operator Copilot

Provides contextual AI recommendations to operators.

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🧠 AI Incident Timeline

Tracks industrial event progression and anomaly correlation.

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🔮 Predictive Maintenance Engine

Predicts machine failure probability using sensor trends.

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📊 Executive Dashboard

Provides management-level operational visibility.

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🌟 Innovation Highlights

✅ Situation-Aware HMI

Unlike traditional HMIs, ALERTIQ understands industrial context.

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✅ Alarm Fatigue Reduction

Reduces cognitive overload through AI incident compression.

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✅ Decision-Ready Intelligence

Transforms raw industrial telemetry into actionable insights.

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✅ Human-Centered Industrial AI

Designed to improve operator efficiency and response time.

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📦 Installation

Clone Repository

git clone https://github.com/saikushal06/AlertIQ_ABB.git

Move Into Project

cd AlertIQ_ABB

Install Dependencies

pip install -r requirements.txt

Run Application

streamlit run app.py

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📁 Project Structure

AlertIQ_ABB/
│
├── app.py
├── requirements.txt
├── README.md

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🎯 Problem Statement

Industrial control rooms often suffer from:

• Alarm overload
• Operator fatigue
• Slow decision-making
• Disconnected telemetry
• Delayed maintenance response

ALERTIQ addresses these issues using AI-powered industrial intelligence.

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🚀 Future Scope

Future enhancements may include:

• Real IoT sensor integration
• Machine learning failure prediction
• Voice-enabled industrial assistant
• 3D factory visualization
• Cloud-based analytics
• Industrial cybersecurity layer
• Mobile monitoring support
• Edge AI deployment

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🏆 Hackathon Focus

Developed for:

ABB Accelerator – Next Generation Industrial Control System Interface Challenge

Theme Focus:

• Smart industrial interfaces
• Human-centered AI systems
• Predictive industrial intelligence
• Advanced HMI concepts

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👨‍💻 Developer

Sai Kushal Ranga

B.Tech – Computer Science & Data Science CMR Institute of Technology

GitHub: https://github.com/saikushal06

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⭐ Final Vision

ALERTIQ aims to redefine industrial monitoring by transforming traditional HMIs into intelligent, situation-aware industrial copilots.

Instead of overwhelming operators with noisy alarms, ALERTIQ delivers:

Contextual Intelligence. Predictive Awareness. Decision-Ready Actions.

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🔥 ALERTIQ

Industrial Intelligence Reimagined