Upload
others
View
3
Download
0
Embed Size (px)
Citation preview
Energy & UtilitiesIndustry Web Day
Thomas Menthe
Manager Energy&Utilities
July, 6th 2018
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.2
Agenda09.30 - 10.00
Current Trends and Use Cases from Energy & UtilitiesThomas Menthe, Manager Energy / Utilities & Healthcare, AWS
10.00 - 10.40
Data Lakes on AWSDirk Fröhner, Solutions Architect, AWS
10.40 - 11.20
Best in Class Cloud Database MigrationsViktor Kessler, Senior Solutions Architect, mongoDB
11.20 - 12.00
Machine Learning Process: From Business Model to Machine Learning in ProductionConstantin Gonzales, Principal Solutions Architect, AWS
12.00 - 12.45
"Global Digital Use Cases from Energy & UtilitiesAndrew Hood, Business Development Manager, AWS
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.4
A more robust, fully featured portfolio
CORE SERVICES
Integrated Networking
Rules Engine
Device Shadows
Device SDKs
Device Gateway
Registry
Custom Model
Training & Hosting
Conversational Chatbots
Virtual Desktops
App Streaming
Schema Conversion
Image & Scene Recognition Sharing & Collaboration
Text to Speech
Corporate EmailApplication Migration
Database Migration
Regions
Availability Zones
Points of Presence
Data Warehousing
Business Intelligence
Elasticsearch
Hadoop/Spark
Data Pipelines
ETL
Queuing & Notifications
Workflow
Transcoding
Server MigrationCommunications
MARKETPLACE
Business Apps Business Intelligence DevOps Tools Security Networking StorageDatabases
API Gateway
Single Integrated Console
Identity
Sync
Mobile Analytics
Mobile App Testing
Targeted Push Notifications
One-click App Deployment
DevOps Resource
Management
Application Lifecycle
Management
Containers
Triggers
Resource Templates
Build & Test
Analyze & Debug
Identity Management Monitoring & Logs
Configuration
Compliance
Web Application Firewall
Resource & Usage Auditing
Access Control
Account GroupingDDOS
Protection
TECHNICAL & BUSINESS SUPPORT
Support Optimization Guidance Training & Certification Solutions Management Account Management Security & Billing ReportsPersonalized
Dashboard
Monitoring
Manage Resources
Data Integration
Integrated Identity & Access
Integrated Resource & Deployment
Management
Resource Templates
Configuration Tracking
Server Management
Service Catalogue
Search
MIGRATIONHYBRID ARCHITECTUREENTERPRISE APPSMACHINE LEARNINGIoTMOBILE SERVICESDEV OPSANALYTICS
APP SERVICES
INFRASTRUCTURE SECURITY & COMPLIANCE MANAGEMENT TOOLS
CDN
Facial Recognition & Analysis
Facial Search
Patching
Contact Center
Professional
Services
Partner
Ecosystem
Streaming Data Analysis
Streaming Data
Collection
Interactive SQL
Queries
ComputeVMs, Auto-scaling, Load Balancing,
Containers, Virtual Private Servers,
Batch Computing, Cloud Functions,
Elastic GPUs, Edge Computing
StorageObject, Blocks, File, Archivals,
Import/Export, Exabyte-scale data
transfer
NetworkingVPC, DX, DNS
DatabasesRelational, NoSQL, Caching, Migration,
PostgreSQL compatible
Key Management
& Storage
Assessment
& Reporting
Integrated Devices
& Edge Systems
Exabyte-Scale
Data Migration
Deep Learning
(Apache MXNet,
TensorFlow, & others)
Local Compute
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.6
Number of total features by provider
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.7
Digital transformation to new business models
Current trends
Wind and solar reaching
grid parity
Coal in decline and natural
gas growing
Growing load defection—
MGs, EVs…
IoT and IIoT—cloud, big
data, edge devices
Distributed Energy
Resources (DER)
Customer-centric
Prosumers
Virtual Power Plant
Artificial Intelligence and
Machine Learning
Blockchain
Industrial companies
morphing into
digital industrial
Emerging trends
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.8
Utilities Value Stream
Hydro Coal/Gas Nuclear Transmission
Distribution
Industrial Commercial Residential
Current Power Utility
Generation T&D Consumers
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.9
Utilities Value Stream
Hydro Coal/Gas Nuclear Transmission
Distribution
Industrial Commercial ResidentialWind Solar Storage
Micro Grid
Onsite storage/
Ancillary services
Future Power Utility
Sensor
Control
Security
Generation T&DBi-directional
Consumers
Sensor
Control
Virtual Power Plant
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.10
Utilities Value Stream
Smart Meter Roll-out Efficient networks (Maintenance & AI)
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.11
AI in Energy & Utilities
Customer Communications
• Chatbots, recommendation engines,
• Analytics of Social media, email & chat sentiments
• Mobile applications e.g. Smart App to optimize energy bills
Digital Assistants around Smart Home
Energy Production and Management
• Sensordata analytics (pattern discovery)
• Predictive maintenance e.g. anomaly detection (cables, wind turbines)
• Smart meter data collection, analytics and machine learning
Energy Distribution
• Trading e.g. Algo(rithmic) Trading
• Price prediction
• Grid capacity planning (incl. GIS Data)
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.13
Recent Use Cases from the Utility Sector
ENEL – mass migration with savings of 50% (storage) and
20 % computational power. IOT with AWS greengrass is
another use case for ENEL.
Partner: Accenture, C3
https://aws.amazon.com/solutions/case-studies/enel/
Engie – builds IoT Dev.-platform and Big data platform
with a economic benefit of $ B.1.5 annually.
Partner: C3
https://c3iot.com/case-study/c3-iot-enables-engies-digital-
transformation/
Innogy – operates several mission-critical SAP systems
including IS-U and SAP HR, recently they used the new X1e
4TB. DevOps, employer branding, operational expenses by
12% vs. on-prem and improved their agility.
Partner: fpt
https://aws.amazon.com/de/solutions/case-studies/innogy/
Veolia Water Technologies reduces operating costs by 90
percent and accesses new opportunities for innovation
using AWS and replatforming a Mainframe to AWS.
https://aws.amazon.com/solutions/case-studies/veolia-
water/?nc1=h_ls
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.14
Recent Use Cases from the Utility Sector
BP – SAP HANA–based ‘agile analytics’ reporting and
insights system moved to AWS.
“We need the agility to be competitive when prices, policy,
technology and customer preferences are changing – and
that’s what we get with AWS”. (Steve Fortune)
Benefit: significant savings in annual licensing and
maintenance costs, increased performance of the
lubricants ERP system
Partner: Accenture
https://aws.amazon.com/de/solutions/case-studies/bp/
Data from the meters (IoT) is automatically sent back to
the company via short messages, and Essent uses AWS
to handle that data, which is expected to arrive at a rate of
200,000 messages every 10 seconds.
Benefit: high throughput, pay-as-you-go (per minute)
https://aws.amazon.com/de/solutions/case-studies/essent/
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.15
Recent Use Cases from the Utility Sector
British Gas and connected home: Through its Hive smart
home products - Hive Active Heating, Hive Active Plugs,
Hive Active Light bulbs, Hive motion sensors and Hive
window and door sensors, residential customers can
control their homes from a smartphone, tablet, or PC (via
Alexa as well)
Benefit: use of full AWS IoT and analytics stack for faster
deployments, flexibility, up to 50% cost savings
https://aws.amazon.com/solutions/case-studies/british-gas/
GE Oil & Gas is migrating 500 applications/750TB of data
by end of 2016 helping it attain a 52% reduction in TCO
and greater speed to market.
Benefit: 77% faster delivery of busines applications
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.16
Business
AgilityOperational Resilience
Cost
Avoidance
Workforce
Productivity
Operational
Costs
• 77% faster to
deliver business
applications
• Rapid
experimentation
• Reduced
technical debt
• Streamlined M&A
activity
• 98% reduction in
P1/P0s
• Improved
security posture
• 15 cloud services
created
• Improved
performance
• 52% average
TCO savings
• 80% cloud first
adoption
• 15 automated
bots developed
• 8 cloud migration
parties
• Shift to self-
service culture
• DevOps in
Practice
• 35% reduction in
compute assets
(792)
• 50 applications
decommissioned
• $14M YOY
savings
$14.2M
investment
18
monthsFocus
311
apps in Cloud
$14M
YOY savings&
PROGRESS
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.17
Big Data for 3D Image Analysis
"Fugro Roames has enabled Ergon Energy to reduce the cost
of vegetation management from AU$100 million to AU$60
million per year.”
- Josh Passenger, Technical Architect, Fugro
Roames
• Aircraft equipped with cameras, laser sensors
• Repeated overflights of power networks
• Captured data is used to render detailed 3D models of the
power lines, and the environment
• Analytics & simulations generate actionable reports
• Goal: directing post-disaster repair and prioritizing ongoing
maintenance
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.18
AWS IoT Predictive Maintenance & Anomaly DetectionEdge Reference Architecture
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.19
The Customer Care Paradox
1https://www.businesswire.com/news/home/20170531005230/en/Energy-Providers-Falling-Short-Expectations-Digital-Customer2www.fastcompany.com/40515354/heres-why-alexa-won-ces-before-the-show-even-started
• Customer Care is plagued with long wait times, infuriating IVRs and repeated calls to get
resolution.
• The alternative is web sources, but these can drive dissatisfaction1
• 38% had trouble finding information on the website
• 34% said the information took too long to load
• 28% said the websites were not personalized
• Personalized service is a key driver, and more than half of the consumers in competitive
markets said they would consider moving energy providers if the incumbent’s products
and services were not personalized to their needs.
• Utilities need to move from a space based purely on transactions to one that is built on
customer relationships.
• There are over 45 million (…and rising) Americans talking to an AI assistant inside smart
speakers. Approximately 68% (~31M) will be talking to Amazon’s Alexa2. Mobile device
and other embedded apps add to this.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.20
Amazon Connect (Call Center) for Power & Utilities
Dynamic
Answer customer questions
before they ask!
Specific
Power and utilities context to customer scenarios
Natural
Amazon Lex chat bots use Alexa
technology
Personal
Adapt flows on a per customer basis
Thankyou,
goodbye.
Could you please
call me back
when it’s
resolved?
S O L V E D
I see you currently
have an outage. Is
there anything I
can do?
I will call you
back when the
outage is
resolved.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.21
Contact Flow Engine – Customer Experience Example
Ok, you are now booked for a
9:00AM departure tomorrow out of
San Francisco, arriving in Seattle at
11:45AM.
Can you please
rebook me for the
same flight tomorrow?
GreatThank you!Data
DipCRM content
Hi Nikki Wolf,I see your flight was
cancelled today. How can
I help you?
Incomingcustomer call
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.22
Contact Flow Engine – Customer Experience Example (Lex)
Ok, you are now booked for a
9:00AM departure tomorrow out of
San Francisco, arriving in Seattle at
11:45AM.
Can you please
rebook me for the
same flight tomorrow?
GreatThank you!Data
DipCRM content
Hi Nikki Wolf,I see your flight was
cancelled today. How can
I help you?
Incomingcustomer call
NATURAL
Amazon Lex (in preview)
the same technology that
powers Alexa
DYNAMIC
Answer customer
questions before they
are even asked
PERSONAL
Contact flows adapt on
a per customer basis
Coming up for you!
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.23
https://aws.amazon.com/de/events/transformation-day-munich/
Thank [email protected]
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.24