IoT & AI solutions for Digital Utilities and Smart Networks
Transcript of IoT & AI solutions for Digital Utilities and Smart Networks
IoT & AI solutions for Digital Utilities and Smart Networks
Preventive Maintenance for DER– won the best project award,Microsoft Research Summer
School 2018
One of the world’s top 12 energy start-ups selected among 400 applicants in the Free
Electrons 2017
Received Inter Stellar award in the 2nd cohort of the Cisco Launchpad Initiative.
DataGlen received IESA award in Jan 2018
Received the Best Analytics Startup Award in Dec 2018
YourStory picked DataGlen as one of the top 30 technology startups in India in
September 2017
Recognized as one of India’s 20 Most Promising IoT Startups in 2018
Selected as one of the top 100 innovative technology startups by Govt. of Karnataka.
Confidential © DataGlen
ABOUT DATAGLEN
▸ 55 paying customers
▸ 700+MW managed at over 500 locations
▸ 10+ million solar data points processed every day
▸Ongoing DER Optimization pilot with AusNet, a major Australian Utility
DataGlen Sunbox
DataGlen SunDash
DATAGLEN PRODUCTS
TRACTION
Confidential © DataGlen
FOUNDING TEAM
TANUJA GANU (CO-FOUNDER, CTO)
SUNIL GHAI (CO-FOUNDER, CPO)
DEVA SEETHARAM (CO-FOUNDER, CEO)
▸ 20+ cumulative experience in the energy industry
▸ 15 US patents
▸Worked in MIT Media Lab, IBM Research
▸One successful exit in the past
Confidential © DataGlen
HERE COMES THE SUN…
Centralised Generation &Distributed Consumption
Distributed Generation &Distributed Consumption
Confidential © DataGlen
CHALLENGES TO THE UTILITIES
No control on the source of energy
Estimating load / generation from
prosumers
Managing steep changes in
demand
Ensuring grid security
Confidential © DataGlen
DATAGLEN SUNBOX – DER OPTIMIZER
DataGlen Solar/Storage OptimizerDataGlen SunBox
AI Models deployed• Forecasting Loads• Forecasting Generation• Solar/Storage optimization • DER real time control
Confidential © DataGlen
APPLICATIONS OF DATAGLEN SUNBOX
Reduce Energy Bills bySolar/Storage Optimization
Create community storage for
Utilities
Managing Peak loads and Grid Demand
Response
Ensure grid security
Confidential © DataGlen
CURRENT DEPLOYMENT
Piloting with AusNet, a major Australian Utility for Behind the meter optimization for residential, C&I
Working with EDP to enable a large scale Storage Optimization
Curtailment at Ponni tapes – Indian use case
Confidential © DataGlen
OUR TECHNOLOGY – IOT & AI DRIVEN ENERGY SYSTEMS
DER ApplicationsReal-time alerts, insights, and
actions
Smart Data GatewayConnect your devices
Machine protocols translation
Edge analytics
*Patent application in process
Drag-and-drop widgets
Support for regional languages
REST
IoT Data Management User defined analytics/UX
DATA COLLECTION AND CURATION
REAL TIME ANALYTICS
Configurable Data Analytics*
Offline/online data access*
ACCESS MANAGEMENTHTTP
MQTT
© DataGlen
SELECT PAST PROJECTS BY FOUNDERS (ALL IP BELONG TO IBM)
Real time contingent analysis An EU FP7 project on DR system Condition based transformer utilization
Smart meter data analytics A micro-grid in rain forest
Confidential © DataGlen 13
OTHER REFERENCES▸Injecting electricity into a grid from distributed generation, V Arya, TH Ganu, S Kalyanaraman, JLC Ming, DP
Seetharamakrishnan* [US Patent 20150227124A1]
▸Electric outage detection and localization,C Basu, K Das, UA Finkler, J Hazra, AP Kumar, DP Seetharamakrishnan [USPatent 20160018458A1]
▸Intelligent composable multi-function battery pack, ZM Charbiwala, J Hazra, S Kalyanaraman, DP Seetharamakrishnan,[US Patent App. 14/501,978]
▸Power factor, J Hazra, B Narayanaswamy, DP Seetharamakrishnan, LC De Silva [US Patent 9,343,904]
▸Vehicle-to-vehicle energy market system, J Basak, DP Seetharamakrishnan [US Patent App. 12/748,808]
▸The Design and Implementation of an Intentional Naming System, William Adjie-Winoto, Elliot Schwartz, HariBalakrishnan and Jeremy Lilley, MIT laboratory for computer science
▸Microgrids in active network management—Part I: Hierarchical control, energy storage, virtual power plants, and marketparticipation, OmidPalizban, KimmoKauhaniemi and Josep M.Guerrero
▸Fairness for ABR multipoint-to-point connections, Sonia Fahmy, Raj Jain, Rohit Goyal and Bobby Vandalore
▸Fairness in Wireless Networks - Issues, Measures and Challenges, Huaizhou SHI, R. Venkatesha Prasad, Ertan Onur,I.G.M.M. Niemegeers
▸Designing reliable systems from unreliable components, S Borkar [IEEE.1566551]
* - The official name of Deva P. Seetharam, the CEO of DataGlen