Societal mega-trends coupled with the Energy Transition has made energy management an Executive imperative. As both a major operating cost and sustainability driver, companies must aggressively tackle scope 1, 2 and 3 emissions across the whole enterprise, including production/manufacturing, logistics/supply chain, R&D/engineering and SG&A-related functions, such as sales, marketing, finance and facilities management. All aspects of a company’s built environment infrastructure should be incorporated into an enterprise-wide energy management program, including industrial, commercial and retail facilities. This presentation will showcase how a company’s mixed asset portfolio (industrial / commercial / retail) can benefit from a Cloud-based enterprise energy management system to holistically reduce operating cost and emissions. This includes real-time dashboard monitoring and visualization, advanced analytics, AI, intelligent controls and flexible reporting tools based on operational data aggregated and organized from various sources.
4. Understand Business Challenges
Data from world urbanization UNO indicate that the
global population will continue to grow. It will impact
social awareness, culture, security, transparency
and reduce CO2 emission in all sectors which lead
to new common market trends across industries.
These demographic, technological and economic shifts
are transforming the most industries bringing about
shifts in revenue sources and the need to rapidly
change operating and business model.
https://www2.deloitte.com/content/dam/Deloitte/ru/Documents/energy-resources/ru_er_vision2040_eng.pdf
5. Understand Business Challenges
▪ Increase of resources demand such as living
space, building/facilities space, water, food,
air quality, storage, etc...
▪ New regulatory requirement and
consideration on impact of climate change
▪ Opening up to competition that is focus on
customer satisfaction and quality of service
▪ Use digital technologies—demand on
Data Management and Integration
▪ Increase collaboration demand
▪ Operation Excellent business model
and recent pandemic
▪ ‘Control’ to ‘Enterprise’ mindset
The Urbanization Impact
Urbanization Needs
Enterprise Culture Change
7. Data Analytics Identifies the Value
What do Data Scientists
spend the most time doing?
Where are Data Scientists
spending most of their time?
80%
Collecting and
Cleansing
20%
Data
Analytics
Source: CrowdFlower 2016
8. Cloud Base Energy Management
for ‘On the Go’ Access
■ Accessibility
■ Cost reduction: Reduce foot print,
development time, and man power
■ Keep up to date technology with OTA
■ Elasticity—Scalability—Flexibility
■ Mobility and collaboration
■ Quick recovery
■ Pandemic friendly
Cloud-Based
Enterprise
Energy Management
10. Breaking the Silos
Electricity
Steam
Air
Water Gas
Green Computing
18 siloed solution
10 siloed solution
15 siloed solution
28 siloed solution
32 siloed solution
Brand C
Brand B
4G/5G
WAGES
Brand A
15 siloed solution
20 siloed solution
11. Towards Enterprise Wide Energy Management
Traditional Energy
Management
Enterprise Energy
Management
Smart
Building
Smart
Workplace
Energy Management
Smart DCSmart Plant
Power Water Asset Lighting
BuildingWorkplaceData CentrePlant
Power Water Asset Lighting
12. Towards Enterprise Wide Energy Management
Cloud
Green Manufacturing
Water
Air
Electricity
Occupancy
EM
Additional Value
▪ Enterprise Resource
Management
▪ Expansion/Growth
plan
▪ Plant Optimization
▪ Recognize value
beyond energy
cost reduction
14. Simplified Architecture
Open, Interoperable, IoT Platform
Advance Vibration
Sensor
Vibration Sensor
A
IoT Gateway
Interface with
3rd
party System
BMS PLC DCS
PMM-12 + CTs
+ Smart Plug
IoT Cloud
BTU Meter
+ Sensor
Water
Meter
Fuel
Meter
PMM-12 + CTs
Advance
Occupancy
Sensor
Desk PIR
Sensor
Motion
Detector
Circuit
Controllers
LuxOccupancy
Sensor
Indoor Sensors Outdoor
Sensors
Occupancy
Management
Energy
Management
Lighting
Management
Air Quality
Management
Condition
Management
Plant Operation
Business User
15. Energy Management Platform—Holistic Visualization
Energy Consumption KPI Power Chain Management
▪ Holistic powerful visualization
▪ Power consumption breakdown
▪ Wide range of module
▪ “Live” Single Line Diagram
▪ Interactive Widgets
▪ Intuitive power distribution path
16. Chiller and Data Centre Management
Chiller Plant KPI Data Centre Performance
▪ Real time efficiency and KPI dashboard
▪ Operation optimization by AI modeling
▪ Real time DC efficiency and consumption
▪ Centralized management for multiple DC
▪ Facility power load tracking
17. Data Visualization in Trend Chart and Heat Map
Trend Chart Heat Map Analysis
▪ Trend and plot historical data
▪ Correlation of data relationship
▪ Data comparison of locations
▪ Heatmap of temperature, humidity, people
density, etc
▪ Analysis to manage the air flow and crowd
19. Case Study—Chiller Optimization
Chiller Plant of a building in
SEA—63 Floors
Maximum cooling load of 4608 RT
▪ Five (5) Chillers (3x 1108 RT and
2x 642 RT)
▪ Five (5) Chilled WP + Five (5) Condenser WP
▪ Eight (8) Cooling towers
▪ Data collection of three months by 1-minute
intervals for analysis
Various Data Sources Powerful Analytic
Modelling Approach
Result
15% Energy Saving
21. Closing
Dr. Zhang has 14 years in R&D, project
management and digitalization projects in
communication and automation industries,
focusing on Safety, Productivity, Reliability
and Energy Saving based on IoT infrastructure.
Thank you to…
Dr Zhang Hu
Strategix DX Solution Manager, Energy
…for supporting on these
materials.
22. The names of corporations, organizations, products and logos herein are either registered trademarks or
trademarks of Yokogawa Electric Corporation and their respective holders.
Thank You!