Pulse is our Industrial AI framework which enables rapid development and deployment of domain- and customer-specific outcomes. Designed to analyze billions of data points each day, Pulse’s core remains the seamless marriage of asset/process specific diagnostics with cutting-edge machine learning infrastructure which is easily configurable by our end-users with no background in data sciences.
- Asset Diagnostics
- Machine Learning Framework
- Plant Knowledge Base
Data Sources
Designed for the Industries, Pulse aggregates petabyte-scale sensor data from widely used automation systems like DCS, PLC, SCADA using standard and secure protocols (like OPC). This can also be augmented with video, audio, location data as well as data from enterprise systems like maintenance management and ERP to have a complete view of the health and history of any asset.
Machine Learning Framework
The Machine Learning framework is designed to carry out a sequence of analytics-intensive functions like validation, statistics, predictive models and risk evaluation on any streaming data.
Fingerprinting
Uses self-learning models to understand asset/process behaviour from historic data
Validation
Auto detection of poor quality or erratic data and substitute plausible data values instead
Recognize Pattern
APR Algorithms which mine for relationships and trace abnormal patterns and data deviations
Prediction
Models for early detection of issues and forecast Remaining Useful Life of Assets
Physics-Based
Models built based on first principles and physics to help validate actual asset performance
Root Cause
Provide diagnostics through fault trees or perform automated RCA using data
Risk Assessment
Calculate a reliability index of every single asset based on a comprehensive check of all parameters
Asset Library
The Asset Library is a collection of Digital Twins of over 50 asset types with a deep understanding of their failure modes, diagnostics and corrective strategies.
Superheaters
Pulverizer
Condenser
Motor
Water Treatment
Boiler
Generator
Inverter
Drum
Turbovisory
Turbine
Centrifugal Pump
Gear Box
Gas Engine
ESP
Regenerative Heaters
Valves
Compressor
Centrifugal Fan
Industrial Fan
Transformer
Air preheater
Furnace
Process Seals
Data Management
Connect all seemingly disparate plant systems to derive increased contextual insights about your Assets. Pulse is designed for industry scale data and allows you to onboard as many Plants and Assets with ZERO concern about IT Infrastructure and Security.
Business Outcomes
“Customer Outcomes” drive our Technology decisions. Applications like Predictive Maintenance or Process Optimization are built with a deep vertical-specific focus.
Predictive Maintenance | Process Optimization | Service and Spare Optimization
“Customer Outcomes” drive our Technology decisions.
Applications like Predictive Maintenance or Process Optimization are built with a deep vertical-specific focus.
Predictive Maintenance | Process Optimization | Service and Spare Optimization
Industrial AI and ML Framework for Speed of Analytics.
Our Digital Twin is designed for speedy deployment of vertical-specific solutions. It is powered by a deep knowledgebase of Assets/Processes and a ready-to-use Machine Learning framework for quick deployment of models to achieve your specific outcomes.
Fingerprinting
Uses self-learning models to understand asset/process behaviour from historic data
Validation
Auto detection of poor quality or erratic data and substitute plausible data values instead
Recognize Pattern
APR Algorithms which mine for relationships and trace abnormal patterns and data deviations
Prediction
Models for early detection of issues and forecast Remaining Useful Life of Assets
Physics-Based
Models built based on first principles and physics to help validate actual asset performance
Root Cause
Provide diagnostics through fault trees or perform automated RCA using data
Risk Assessment
Calculate a reliability index of every single asset based on a comprehensive check of all parameters
Asset Library
Superheaters
Pulverizer
Condenser
Motor
Water Treatment
Boiler
Inverter
Drum
Turbovisory
Turbine
Centrifugal Pump
Generator
Gear Box
Gas Engine
ESP
Regenerative Heaters
Valves
Compressor
Centrifugal Fan
Industrial Fan
Transformer
Air preheater
Condenser
Process Seals
Furnace
Centralized and Scalable Data Repository.
Connect all seemingly disparate plant systems to derive increased contextual insights about your Assets. On-board as many Plants and Assets with ZERO concern about IT Infrastructure and Security.
COMING SOON!