oracle india mop delegation visit to colorado 051611
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Oracle's Bradley Williams presentation.TRANSCRIPT
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Key Utility Industry TrendsExploring the Information Driven Utility
Bradley R. Williams, PE - VP Industry Strategy Oracle Utilities
e-mail: [email protected]
Ministry of Power Delegation Visit to Colorado
May 16, 2011
The following is intended to outline our general
product direction. It is intended for information
purposes only, and may not be incorporated into
any contract. It is not a commitment to deliver any
material, code, or functionality, and should not be
Page 2© 2011 Oracle Corporation – Proprietary and Confidential
material, code, or functionality, and should not be
relied upon in making purchasing decision. The
development, release, and timing of any features
or functionality described for Oracle’s products
remains at the sole discretion of Oracle.
Trends That Are Transforming The Utility Industry
1. Smart Grid Investment
2. Intermittent Renewables
and Electricity Storage
3. Aging Assets
4. Smart Grid Device
Page 3© 2011 Oracle Corporation – Proprietary and Confidential
4. Smart Grid Device
Management
5. Business Intelligence and Analytics
Introducing Oracle’s Smart Utility Platform
1. Smart Grid – investments continue but with
greater public and regulatory scrutiny…
•Must demonstrate customer value
• Investment pay-back
•On-going customer benefits and societal benefits
Regulatory
• Information to engage customers and keep them engaged
• Impact of Choice and Smart Grid
• Expectation of improved performance – “I have options
Customer Expectations
Page 4© 2011 Oracle Corporation – Proprietary and Confidential
• Expectation of improved performance – “I have options now”
Expectations
•New entrants into consumer energy – Google, Microsoft, etc.
• Speed of decision making
•Media focus
ChangingBusiness
•Customer program management
•Grid impacts
•Media Hype – Higher bills, EMF, who do you trust?
OperationalIssues
The more you expose people to the data the more value they can derive
Leverage Smart Grid Information To Drive Business
Performance…
Expected Growth of a Tier 1 Utility’s Data VolumeExpected Growth of a Tier 1 Utility’s Data VolumeExpected Growth of a Tier 1 Utility’s Data VolumeExpected Growth of a Tier 1 Utility’s Data Volume
• How do you manage more than
700x increase in data?
• How do you manage the new
smart devices to ensure security
and timelines of updates, with new
Page 5© 2011 Oracle Corporation – Proprietary and Confidential
New devices in the home
enabled by the smart meter
You are here.
AMI Deployment
PCTs Come On-line
Distribution Management
Rollout
Mobile Data Goes Live
RTU Upgrade
GIS System Deployment
OMS Upgrade
Advanced Distribution Automation
Substation Automation System
Workforce Management Project
Time ����
200 TB
400 TB
600 TB
800 TB
New devices in the home
enabled by the smart meter
You are here.
AMI Deployment
PCTs Come On-line
Distribution Management
Rollout
Mobile Data Goes Live
RTU Upgrade
GIS System Deployment
OMS Upgrade
Advanced Distribution Automation
Substation Automation System
Workforce Management Project
Time ����
200 TB
400 TB
600 TB
800 TB
New devices in the home
enabled by the smart meter
You are here.
AMI Deployment
PCTs Come On-line
Distribution Management
Rollout
Mobile Data Goes Live
RTU Upgrade
GIS System Deployment
OMS Upgrade
Advanced Distribution Automation
Substation Automation System
Workforce Management Project
Time ����
200 TB
400 TB
600 TB
800 TB
New devices in the home
enabled by the smart meter
You are here.
AMI Deployment
PCTs Come On-line
Distribution Management
Rollout
Mobile Data Goes Live
RTU Upgrade
GIS System Deployment
OMS Upgrade
Advanced Distribution Automation
Substation Automation System
Workforce Management Project
Time ����
200 TB
400 TB
600 TB
800 TB
New devices in the home
enabled by the smart meter
You are here.
AMI Deployment
PCTs Come On-line
Distribution Management
Rollout
Mobile Data Goes Live
RTU Upgrade
GIS System Deployment
OMS Upgrade
Advanced Distribution Automation
Substation Automation System
Workforce Management Project
Time ����
200 TB
400 TB
600 TB
800 TB
New devices in the home
enabled by the smart meter
You are here.
AMI Deployment
PCTs Come On-line
Distribution Management
Rollout
Mobile Data Goes Live
RTU Upgrade
GIS System Deployment
OMS Upgrade
Advanced Distribution Automation
Substation Automation System
Workforce Management Project
Time ����
200 TB
400 TB
600 TB
800 TB
and timelines of updates, with new
applications and analytics
requirements?
• How do you build applications that
enable immediate customer
benefit in a future that is yet to be
defined?
2. Intermittent Renewables and Electricity Storage
• Moving to distributed generation and micro grids while satisfying rising demand requires new systems and process to ensure supply is safe and secure
• Incorporation of intermittent power
Maintaining Safe, Secure, Reliable Supply!!Protecting today’s resources for the next generation
Page 6© 2011 Oracle Corporation – Proprietary and Confidential
• Incorporation of intermittent power sources will need more accurate forecasting, more robust sensing equipment and more real time monitoring
• Management of smart equipment requires new processes to ensure accuracy and reliability in the field with the need to move towards distributed system management
3. Aging Assets
• To control costs, many Utilities have deferred asset replacement
and maintenance programs
• Because of the growth booms prior to the 1970s, many utilities
are operating utility assets nearly at or beyond their designed
useful lives.
Page 7© 2011 Oracle Corporation – Proprietary and Confidential
Maintain…
…Fail
OR
4. Smart Grid Device Management…
• Smart Grid is bringing IT and OT closer together
• Smart Grid systems increasingly use modern IT platforms, security, and protocols (IP)
• Traditional Utility Operations Technology (OT) systems have been outside of the scope of IT and
Regulatory compliance may be required…
Convergence of IT, OT, & Consumer Energy Technologies
drives the need to establish Smart Device Asset Management!!
Page 8© 2011 Oracle Corporation – Proprietary and Confidential
• Traditional Utility Operations Technology (OT) systems have been outside of the scope of IT and the CIO
• The lack of a successful IT/OT governance impedes performance
• SG device lifecycle management typically does not exist beyond project implementation
• NIST guidelines & NERC-CIP regulation
5. Business Intelligence and Analytics
Maturity of Information infrastructure and technology
Information Apathy:
Big investments — not much
use
Predictive
Descriptive
Page 9© 2011 Oracle Corporation – Proprietary and Confidential
Source: Gartner
Maturity in use andanalysis of information
Analytic Obsession
Silos of applications and expertise
Information Anarchy
Spreadsheets
Descriptive
Reports
BI – Advanced Spatial Outage Analytics
• Reliability Metrics (SAIDI, SAIFI,
MAIFI, etc.)
– Drill into variance to determine high-level drivers
– Further drill into why…
• Specific devices and causes
• Prioritize resolution of identified
Page 10© 2011 Oracle Corporation – Proprietary and Confidential
• Prioritize resolution of identified
issues
• Further drill into maintenance
history of devices and mean
time to fail
• Predict reliability – impact on
customer satisfaction
compared to regulatory
mandates
OMS Network Model
Data Mining Across the Enterprise
• Greatest value of data comes by looking at patterns, trends, and
correlations across multiple data sources
OMS Network Model
Customer
Service
Page 11© 2011 Oracle Corporation – Proprietary and Confidential
Customer Service
Asset Mgnt
Meter Data Mgnt
OMS Network Model
Meter Data
ManagementAsset Mgmt
The Road Ahead . . .
• We believe it’s about managing and
leveraging information to drive safe, reliable,
and cost-effective utility performance
Page 12© 2011 Oracle Corporation – Proprietary and Confidential
and cost-effective utility performance
• A Smart Utility Platform that will leverage a
utility’s current investments will be key!
Analysis: Business Intelligence & Analytics
Customer Communications: Portals and Apps
Interoperable applications on a smart platform…
Enabling new consumer models with Self Service and BI…
The Architecture for the Transformational Utility
Customer Meter Grid
Core Utility Functions
Page 13© 2011 Oracle Corporation – Proprietary and Confidential
Integration: Applications, Intelligence, Technology, Hardware
Foundation: Servers, Storage, Database & Security
…leveraging open standards technology for integration…
…running on the world’s best hardware
Smart Grid Gateway
REQUIREMENT ORACLE CAPABILITY THE ORACLE DIFFERENCE
Have meter data and communications
connected to back office applications
storing the data for use across the
enterprise
Smart Meter
Solutions
Integrated, best-of-breed platform from
meter to web with minimal data
duplication and the ability to respond to
events
Have a single view of the customer
with the right information
Customer
Solutions
Best-in-class interoperable applications
for customer management to handle
new program requirements
Have an overarching authority for the
Best-in-class outage management as
well as the building blocks for the
Solutions for Today’s Transformational Utility
Core Utility Functions of the Smart Utility Platform
Page 14© 2011 Oracle Corporation – Proprietary and Confidential
Have an overarching authority for the
network to seamlessly carry out
outage and distribution functions
Smart Grid
Solutions
well as the building blocks for the
innovations for advanced distribution
management to realize the self healing
grid
Have systems that support the
management of new programs in
demand response, energy efficiency
and grid side resources
Demand Side
Management Solutions
The solution to bring together all parts of
the demand side management value
chain. To allow utilities to innovate in the
programs they offer
Have systems that take advantage of
the new data to optimize asset
maintenance, to ensure reliability of
supply
Work Management
Solutions
Systems designed for the new utility,
which manage smart assets, deploy field
crews intelligently and continue to
innovate
OMS/DMS
SCADA
Call
CenterCollections
Mobile
Workforce
Management
Asset
Management
Demand
ResponseBilling
Meter Interactions
• Identification
• Notification
• Curtailment
• Restoration Confirmation
• Billing Inquires
• Meter Reads
• Connect
• Disconnect
• Prepay • Disconnect
• Reconnect
• Meter Status
• Revenue Protection
• Service State Verification
• Failure/fault notification
• Inventory
• Configuration Management
• Curtailment
• Load control device notification
• State verification
Maximizing the Value of the Smart Meter Platform
Page 15© 2011 Oracle Corporation – Proprietary and Confidential
Why Oracle’s Smart Meter Solution is Different
Flexible estimation
Meeting emerging needs
Configuration, saving 30% on implementation costs
Negative consumption, aggregation of channels
Page 16© 2011 Oracle Corporation – Proprietary and Confidential
Scalable
Single repository for consumption
Built for interoperability
96 million intervals and generating20 million+ bill determinants in under an hour
Identify, quantify and eliminate 99% of unaccounted for energy
Save 70% on integration costs, on data storage and analytics
Oracle’s Smart Grid Operational Solutions
Interoperable, Innovative, Intelligent
• Oracle Utilities Network Management. Advanced Distribution
Management and Outage Management dispatching trucks to ensure
the restoration period is as short as possible, assisting the utility to
manage it’s key indicators. Leverages real-time field sensors & controls
to optimize grid operations for reliability, efficiency, capacity
constraints, losses, voltage profile, etc.
• Oracle Business Intelligence. Network Management. track program
Page 17© 2011 Oracle Corporation – Proprietary and Confidential
• Oracle Business Intelligence. Network Management. track program
achievements, usage trends, revenue protection activities, status,
configuration and device confirmation in near real time.
• Oracle Utilities Mobile Workforce management. Optimizes field
work scheduling and dispatching. Leverages mobile devices for field
data capture to insure data quality information management.
• Oracle Utilities Work and Asset Management. Asset register for all
field assets. Optimizes costs and schedules for asset maintenance and
replacement programs. Long Cycle construction work management.
Smart Device asset life-cycle management.
Advanced Distribution Management
with Oracle Utilities Network Management SystemSafely connects Smart Grid customers, distributed resources, and utility
operations technologies to a real-time information-rich distribution network
Smart Meters and Home Networks help customers use energy wisely, mitigate
peak demand, integrate local renewables
New Sensors / Distributed Computing on Transmission and Distribution Lines alert operators, fix problems, integrate
large-scale renewables generation
Page 18© 2011 Oracle Corporation – Proprietary and Confidential © 2011 Oracle Corporation – Proprietary and Confidential © 2011 Oracle Corporation – Proprietary and Confidential
Advanced Distribution Management Life-Cycle
• Fine-tune grid for efficiency,
reliability and energy
conservation
• Monitor the Grid for Safe
and Reliable Performance
and Compliance
Network
Connectivity
Grid
Optimization
Traditional
SCADA
+ Distributed
Monitoring
& Control
• Remote interaction
with distribution
equipment in a safe
and secure manner• Calculate grid
operational
Page 19© 2011 Oracle Corporation – Proprietary and Confidential
• Isolate faults
• Assign field crews to
restore customers
• Produce reports
Connectivity
Model
Outage
Management
& Control
+ AMIand secure manner
• Manage field devices
• Diagnose outages and major
events
• Mobilize and track field crews
operational
parameters
Level of Grid Optimization and
Inform
ation Management
33
44
ADMS Network
Impedance Model
• Information
Management is key
to Advanced DMS
• This takes time and
must focus on
Advanced Distribution Management Systems
Information Management Challenge
Beyond-the-meter
customer resources:
DG, Storage, DSM, EVs
Page 20© 2011 Oracle Corporation – Proprietary and Confidential
Level of Grid Optimization and
Real-time Inform
ation Management
SCADA
Model
OMS Customer
Connectivity
11
22
33must focus on
solving immediate
business problems
• Each incremental
DMS initiative must
include EIM
Distribution SCADA
OMSADMS Grid Optimization
RT Customer-Grid Optimization
Oracle Utilities Mobile Workforce Management
• Further Optimize and track crew work schedule and
routing (increased wrench time)
• Transfer field information (inspection, maintenance,
construction red lines) using mobile devices is more
efficient and less error-prone than clerks
transcribing from paper
• Enable real-time workforce, asset condition
Page 21© 2011 Oracle Corporation – Proprietary and Confidential
• Enable real-time workforce, asset condition
assessment (e.g., storms and major events), and
inventory optimization
• Manage real-time SLA’s, regulatory compliance, and
customer dissatisfaction
• Enterprise information management (data quality)
• Smart Grid Device Management
– Configuration management, firmware updates
Oracle Utilities Work and
Asset Management
• Leverage best Oracle technology platform
to transform Work and Asset Management
• Better address the entire Asset Lifecycle work processes from
budget and accounting, design, estimation, planning through
construction, commissioning, maintenance and repair, retirement
and removal
Page 22© 2011 Oracle Corporation – Proprietary and Confidential
• Address the configuration and compliance requirements for all utility
assets, including Smart Grid devices
• Standards based GIS integration, Primavera, Oracle Enterprise
Manager, ERP, etc.
• Provide the most innovative and complete set of tools to help
manage utility work and the life cycle of all assets, including Smart
Grid devices.
Oracle’s Smart Utility PlatformInteroperable, Innovative and Intelligent
SMART UTILITY PLATFORM
Customer CommunicationsPortals, Apps
AnalysisBusiness Intelligence & Analytics
Page 23© 2011 Oracle Corporation – Proprietary and Confidential
Foundation
Servers, Storage, Database & Security
IntegrationApplications, Intelligence, Technology, Hardware,
Core Utility Functions Customer, Meter, Grid, Demand, Work
Smart Grid needs an Information Architecture
• Much more data, many more events need to be handled much
more quickly
• New and existing business processes need to be integrated
reliably, securely, and inexpensively
• Operators, customers, managers expect increased visibility
and control
• IT must respond with a flexible, secure, scalable infrastructure
Page 24© 2011 Oracle Corporation – Proprietary and Confidential
Ad Hoc Point to Point
Integration
Standards-based Service Oriented
Architecture
Customer GridMeterData
Oracle’s Smart Grid Gateway The link between mission-critical systems and the equipment that powers
them
Page 25© 2011 Oracle Corporation – Proprietary and Confidential
Smart Grid Sensor
Smart Device
SmartMeter
Device Communication With Smart Grid Gateway
Home or Business
• Smart Appliances
and HAN
• Rooftop Solar
• Meter
• Plug-in Hybrid
Vehicles
Page 26© 2011 Oracle Corporation – Proprietary and Confidential
Device and Head End
System Management
Standardized AMI ProcessesCommand Management
and Tracking
Exception Management Filtering/Governance
Automated Retry, Expiration
Network and Outage
ManagementCIS
Asset
Management
Meter Data
Management
Demand
Management
CIM DataMapping
Proprietary"New Facilities“
Message
GIS OperatorCreates NewLine Extension
Enterprise Information ManagementAsset Data Synchronization Example
CIM-EncodedMessage
1
25 5
MDM WAM SCADA GISEng
Analysis
Page 27© 2011 Oracle Corporation – Proprietary and Confidential
X-Ref & Rules
3Message isvalidated
Applications updated withnew facility information
AIA Oracle Service Bus + Process Integration Pack (CIM)
4444
MWMBICC&B NMS
5 5
Oracle’s Smart Utility PlatformInteroperable, Innovative and Intelligent
SMART UTILITY PLATFORM
Customer CommunicationsPortals, Apps
AnalysisBusiness Intelligence & Analytics
Page 28© 2011 Oracle Corporation – Proprietary and Confidential
Foundation
Servers, Storage, Database & Security
IntegrationApplications, Intelligence, Technology, Hardware,
Core Utility Functions Customer, Meter, Grid, Demand, Work
TOMORROW
Oracle’s Smart Foundation
Servers, Storage, and Database
TODAY
Apps #1Apps #2
Apps #3
Apps #4
Apps #5
Page 29© 2011 Oracle Corporation – Proprietary and Confidential
Combined consistent platform built for
performance and scalability
Complex system management with separate
components, and separate configuration
Database
Middleware
Business
Intelligence
India’s Smart Grid Applications
• Like other Smart Grid initiatives, we believe the key to
R-APDRP will also be managing and leveraging
Page 30© 2011 Oracle Corporation – Proprietary and Confidential
R-APDRP will also be managing and leveraging
information to drive safe, reliable, and cost-effective
utility performance
• India’s Smart Utility Platforms must enable Enterprise
Information Management to fully leverage a utility’s
current investments
Journey towards Smart Grid in India has started via R-APDRP
� Energy Theft
� Revenue Protection
� Integration of reviewable energy into
Grid
� 24x7 uninterrupted power supply via
demand response/management.
� Improve network reliability matrix,
improve indentify outages and rectify
in shortest time possible
� Conditional Based
Page 31© 2011 Oracle Corporation – Proprietary and Confidential
� Conditional Based
� Integration of IT & OT (operating
technology).
� Technology which support Indian
requirements and works for Indian
environment in masses.
� No forklift upgrades technologies to
support /address future smart grid
requirements. R-APDRP states with
Oracle Utility stack requires no forklift
upgrades as they’re smart grid read.
Oracle’s approach for 24x7 – Power via Smart Grid
• SCADA/DMS below 11KV level
• NMS/OMS system connectivity model
• AMR for HT and select LT customers.
Include all LT customers and C&I in MDM
• Mobile Work Management to dispatch and
schedule outages real time to improve network
reliability and collect field information
• Adopt DLMS protocol for metering to enable
meter interoperability
• CC&B to support pilot projects on Time of Use
Page 32© 2011 Oracle Corporation – Proprietary and Confidential
• CC&B to support pilot projects on Time of Use
(TOU)/Time of Day (TOD) to shift peak loads.
• Load Analysis to determine – Cost to Server
which will be input to Rate Management for
DisComs to come up with different pricing.
Use this data for ARR (annual revenue reports)
• OBI-U BI Analytics forecasting on metered data
for accurate forecasting (reduce ABT/UI charges
and keep grid frequency stable)
• Integration of MDM with In Home Displays for
dynamic pricing & messaging
Centralized Demand Management Schematic
Demand
Response
(C&I)
Aggregate Fixed
Aggregate Variable
Load
Forecasting
Historical
Metering
Data
Wholesale Aggregate Firm
Net Position Report
based on available
options
Schedule for Next
Day
Forecast Management
Portfolio Management
Oracle MDM/SGG
Page 33© 2011 Oracle Corporation – Proprietary and Confidential
Wholesale
ContractsDetailed Options
Spot Prices
Control & Monitoring
of Ag. Loads through
AMI deployment
Messaging on power
availability for Ag
consumers
Day
Temperature
Imbalance
Rules
implementation)
Ag. Load
Management
(AMI
implementation)
Aggregate Variable
AMI for Ag Load ManagementDemand Control Centre • Generation & Execution
of Demand Management Schedule based on business rules
• Cost of power procurement
• Need for power based on crop pattern , weather condition ,water
Distribution
Transformer systems • AMI implementation
up to Distribution Transformer level
• Mode of operation single phase three phase
• Measurements for load analysis
• Implementation as
Agricultural Consumer
Systems • Message on assured
power availability
• Sensor & Displays for load data collection and community & power availability messaging as phase II
Page 34© 2011 Oracle Corporation – Proprietary and Confidential
Demand Control Centre
weather condition ,water table etc.
• Feeder load balance requirements
• Message broadcast based on schedule on power availability
Transformer systems
• Implementation as phase I deployment
Agricultural Consumer
• Enhanced Commercial operation capability for utility
• Clarity for Agricultural consumers on assured availability through wider messaging
• Optimization on Energy Requirements for subsidized consumer capabilities based on factors like
water table, weather , crop patterns
• Control on operations & management through centralized control & measurement capabilities
• Optimized use of existing wire infrastructure & differed investment on generation infrastructure
through
• Improved Load management
• Use of Captive Capacities as virtual Power Plants through demand response participation of C&I Consumers
Many Indian Utilities have found Oracle
provides the most interoperable, innovative
and intelligent software and hardware solutions
available, allowing them to address mission-critical
industry challenges and enable the transformation of
Page 35© 2011 Oracle Corporation – Proprietary and Confidential
industry challenges and enable the transformation of
their utility, today…
� Customer Care & Billing - 17 Utilities
� Meter Data Management - 18 Utilities
� LPS - 20 Utilities
� WAM - 11 Utilities
� NMS - 1 Utility
Page 36© 2011 Oracle Corporation – Proprietary and Confidential
Page 37© 2011 Oracle Corporation – Proprietary and Confidential
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Page 38
Key Utility Industry TrendsExploring the Information Driven Utility
Bradley R. Williams, PE - VP Industry Strategy Oracle Utilities
e-mail: [email protected]
Ministry of Power Delegation Visit to Colorado
May 16, 2011
Load Dispatch Centers Challenges …
• SLDC’s (State Load Dispatch Center), RLDC’s (Regional Load
Dispatch Center) & NRLDC (National Load Dispatch Center)
– MDM / AMR – Accurate & Reliable Metering of ABT & Check Meters. Any deviation in
meter reads can effect UI billing millions of Rupees. Currently done via manual methods
using email, etc.,.
– Scheduling - Provide enterprise level web based scheduling to all the market
participants.
– Settlements - Physical Settlements & Financial Settlements (two phase approach)
Page 39© 2011 Oracle Corporation – Proprietary and Confidential
– Settlements - Physical Settlements & Financial Settlements (two phase approach)
• Based AMR meter reads.
• Scalability as the market participants is growing and flexible to incorporate market
rules. This will grow and get complex going forward. Ability to perform with out any
manual intervention.
– UI (Unscheduled Interchange) Billing / Transmission Billing – Handle UI billing invoicing
& payment receivables with market participants. Currently this is done via excel.
– Uniform application deployment across all the LDC’s. Indian market trading is going to
get complex & bigger going forward.
Current Demand Management
Schematic
Load Shed
Plan
Aggregate Fixed
Aggregate Variable
Load
Forecasting
Historical
Data
Page 40© 2011 Oracle Corporation – Proprietary and Confidential
Plan
Wholesale
Contracts
Aggregate Firm
Detailed Options
Spot Prices
Schedule for Next
Day
Temperatur
e
Imbalance
Rules
Demand Management : Limitations
• Single point 3600 view of Resources & Demands not available
• Not equipped to take into account resources available through demand
response programs
• Not equipped to undertake cost optimized load management at feeder
level based on energy purchase cost & cost of supply for consumer
categories served
• Load shed programs
Page 41© 2011 Oracle Corporation – Proprietary and Confidential
• Load shed programs
– Includes Residential & Agricultural Load
– Schemas of segregation of Residential & Agricultural load are • Expensive : Infrastructure Costs
• Locally Controlled
• Introduce imbalance in electrical network (Asset Life impacted)
• Not localized based on factors like crop pattern programs , water table in area
• Load Shed schedule created on general rules basis , no effectiveness
measurements
• Forecast :
– Done at aggregate basis
– Lacks accuracy
Centralized Demand Management
• Demand Management : Key objective of Smart Grid Deployment
• Demand Management approach
– Identify & Provide Manageable for load baskets• Sizable load categories like agricultural (35 % of total load)
• C&I interruptible loads with captive capacities (22 K MW
Page 42© 2011 Oracle Corporation – Proprietary and Confidential
• C&I interruptible loads with captive capacities (22 K MW captive capacities available)
– Provide platform for• Day Ahead Forecast with roll up / roll down capability up to identified load baskets
• Match energy ties up (PPA, Manageable Loads )with forecast
• Schedule & Control manageable loads based on commercial parameters