MachinePulse provides rapidly scalable, end-to-end solutions to enable a smarter industrial Internet-of-Things. Our product offerings are modular and domain-independent. We offer a complete range of products from Industrial grade data acquisition devices to a robust and scalable cloud platform that can be deployed together or into existing IoT workflows with full flexibility. Using our products and rich domain expertise in the renewable energy sector, we have built applications to provide operational intelligence for the solar photovoltaic and wind energy industries. We are also working with our clients to deploy monitoring and analytics solutions for other industries. Our philosophy is “Any Device, Any Network, Any Protocol”.
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
MachinePulse Products
1.
2. Introduction
Confidential & Proprietary Document
What we do
Leading IoT solutions provider Leverage Domain expertise to
develop scalable solutions
Universal Data Gateways Advanced Analytics
Our Capabilities
Cloud based Big Data
Architecture
Our Philosophy
Any Device. Any Network. Any Protocol.
3. Technology Stack
Data Analytics
Confidential & Proprietary Document
Future
Ready Tech
Stack
Domain
Agnostic
Scalable
Big Data
Architecture
Machine
Learning
Capabilities
Any Device.
Any Network.
Any Protocol.
Cloud Platform
Domain Specific
Applications
Secure communication
architecture
solarpulse
windpulse
factorypulse
4. Product Portfolio – Hardware
Confidential & Proprietary Document
iceBoxTM
• Customizable for end use across industries
• Industrial grade hardware from leading vendors
• Currently deployed across 22 utility solar plants
• Compatible with Modbus RS 485, TCP IP, OPC
MACXTM
Hybrid Source Controller + Data Acquisition device
• Source side controller to Minimize DG & Grid
consumption
• Supports multiple DG & Battery setups
• 2 months local data backup provision
Node X1TM
Data Acquisition device
• Supports multimode communication:
Wifi, LAN, GPRS
• Supports ModBus RS 485 & TCPIP
• Remote configuration and updates
• 2 months local data backup provision
5. Product Portfolio – Software
Confidential & Proprietary Document
erixisTM
Robust IOT cloud platform to enable data storage and advanced analytics
• Easily scalable cloud architecture
• Architecture can be deployed on local server as well
• State of the art big data structure and databases
• In built device management capabilities
CORTEX AGENTTM
Robust Middleware Communication Layer
• OPC UA compliant communication bus
• Inbuilt encryption protocols
• Auto Device discovery and configuration
• Device level user authentication and access control
CortexAgent
6. Focus on Analytics
Maturity of Analytics Capabilities
CompetitiveAdvantage
Raw
Data
Cleaned
Data
Standard
Reports
Ad Hoc Reports
Predictive Modelling
Optimisation
What Happened? – Descriptive Analytics
Why did it happen? – Diagnostic Analytics
What will happen? – Predictive Analytics
How to improve? – Prescriptive Analytics
Sense & Respond Predict & Act
Generic Predictive
Analytics
Source: SAP
Integrated in
MachinePulse solutions
Under Development
7. Industry Specific Solutions
Confidential & Proprietary Document
solarpulse
Industry leading Solar monitoring & asset
management solution
Capacity No. Of sites
WindPulse 456 MW 10
windpulse factorypulse
Developed in association with a leading Indian IPP
No. Of sites
Steel Processing Centre 1
Auto Engine Manufacturing Plant 1
Pilot testing of solution developed in association with
Mahindra group companies
* 200 MW under deployment
Utility Scale Distributed
Capacity Monitored 300 MW 5.1 MW
Sites Monitored 25 14
8. Our Customers
Confidential & Proprietary Document
India’s Best performing PV plant: PR Fonroche Energy runs on SolarPulse (>84% PR consistently for 18
Months)
9. Awards & Recognitions
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Solar IT and Data Service Provider for
outstanding “Contribution Towards
Development of Solar Industry”
- 5th Global Solar EPC Summit Awards, 2015
MachinePulse named #1 fastest growing
PV monitoring solution in India
-GTM Global PV Research, 2014
Mahindra Innovation Award
-Mahindra & Mahindra, 2012
Solar IT & Data Analytics Company Of The
Year award for outstanding “Contribution
Towards Development of Indian Solar
Industry”
- India Solar Week, 2016
10. Why MachinePulse
Confidential & Proprietary Document
Domain Expertise
Our Solutions are developed by leveraging domain
expertise both in-house and with industry experts
• Offers maximum value for customers
• Key product differentiator
Solutions support decisions instead of pure monitoring
Global Standards
Our products are developed in accordance with industry
standard certifications. This ensures
• Highest standards of quality
• Low failure rate
• Enhanced customer experience
Stable Partner
MachinePulse is a part of the Mahindra Group, ensuring
stability, highest standards of customer support & quality
Your projects are designed to last 20+ years, we will
support you throughout
Cutting Edge Technology Stack
We work on future ready technologies and benchmark
with the best in the world
• Modular platform architecture supports rapid scale up
• Ensures reliability and security of your asset’s data
11. Confidential & Proprietary Document
Intelligent PV Monitoring Platform
Currently Monitoring 305 MW across 39 sites
Additional deployment under Progress: 200 MW
solarpulse
12. SolarPulse: Enabling Smart O&M
Maximizing Generation
Performance
Benchmarking
Driving Components to
Global maxima
Maximizing Uptime
Failure Prediction &
Preventive Maintenance
Anomaly Prediction
Objectives of Smart O&M
LOWER LEVEL ANALYTICS ADVANCED ANALYTICS
AUTONOMY
Existing Solar Monitoring Solutions
solarpulse
OPTIMISATIONCONTROLMONITORING
Smart O&M
Traditional O&M
What is Smart O&M
Traditional SCADA
Benefits of Smart O&M
Asset Owners
Increased Generation
Higher Uptime
Higher Asset Efficiency
Asset Operators
Reduced O&M Cost
Rapid Issue Resolution
Performance Analytics
13. SolarPulse Features
SolarPulse
Plant Monitoring
Maximize
Performance
Generation
Forecasting
Optimize O&M
Portfolio
Management
• Role based access to track relevant plant KPIs
• Real time monitoring of physical health of plants & devices
• Detailed alarms & reports with options to customise
• Device benchmarking to identify underperforming devices
• Algorithms to predict plant & device outputs in real time
• Benchmark actual device performance with ideal state
• Advanced algorithms to forecast plant generation as per regulations
• Predictive maintenance scheduling and tracking
• Integration with ERP to simplify inventory management
• Access all plants from a single dashboard
• Compare plant performance on key KPIs
14. SolarPulse uses advanced analytics algorithms to ensure that our customers have a better understanding of their plant
performance both at an aggregated and each device level
Advanced Analytics – SolarPulse USP
Existing Solutions Analytics
Pure monitoring solutions – Descriptive
Analytics
Benchmarking based on relative output
Fault prediction and forecasting not
available
Inefficient loss estimation
SolarPulse Analytics Features
Real time generation prediction for solar
plants
Models to predict individual device
performance
Proactive Failure detection using constant
condition monitoring
Detailed loss estimation approach by
modelling uncertain factors
15. Confidential & Proprietary Document
Wind Monitoring Platform
Currently Monitoring 456 MW across 10 siteswindpulse
16. Challenges Faced by IPP’s
Confidential & Proprietary Document
Multiple OEM
support
Limited Data
access
Optimize O&M
cost
Reduce
Downtime
Lack in
Analytics
Granular
reporting
Poor GUI
17. WindPulse - Features
Portfolio
Management
Performance
Analytics
Wind Power
Forecasting
Asset
Management
Predictive
Analytics
Confidential & Proprietary Document
Predictive Maintenance:
Predictive maintenance using machine learning and AI
OEM Agnostic:
Multiple OEMs integrated into common solution
Root cause Analysis:
Turbine benchmarking & Energy loss analysis
Generation prediction:
Power prediction using machine learning Algorithms
Scheduler:
Maintenance scheduling and tracking