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© 2015 Sekhar Kondepudi
Smart Buildings, Smart Cities & IoT Lab@NUSSekhar Kondepudi Ph.D
Making Existing Buildings Smart
[email protected] +65 9856 6472
© 2015 Sekhar Kondepudi2
Trends
Typical Systems in a Building
A “Smart” Building
Some Ideas for Existing Buildings
Wrap Up & Discussion
© 2015 Sekhar Kondepudi3
• Buildings form undoubtedly the largest footprint in high-dense or mega cities.
• Key infrastructural component in leveraging the fact that high-dense cities lack space and buildings in such places predominantly occupy more than two-thirds of gross area
• Buildings – places of work, living, navigation & leisure in urban environment, have been one of the greatest contributor to greenhouse gas emissions (GHG).
• We spend 90 % of our lives in Buildings
• Where we spend 90% of our lives
• Where we spend 70% of our electricity
• Where we spend 50% of our energy
• Where we spend 40% of our CO2 emissions
• Natural counterbalance to fluctuating renewables
• where we spend a lot of our $’s
• 2/3rds of the occupants are uncomfortable
½w
aste
d
7 © 2015 Sekhar Kondepudi
An integrated system can reduce ongoing operational costs by up to 36%
© 2015 Sekhar Kondepudi6
Sources: BOMA, EIA, AIA
Transportation
25%
Transportation
25%
Manufacturing
25%
Manufacturing
25%
Buildings
50%
Buildings
50%
The Energy Consumption of IT Equipment in Buildings is Increasing Significantly
© 2015 Sekhar Kondepudi7
2nd
Real estate is the 2nd largest expense on the income statement.
50%
Up to 50% of energy and water in buildings are often wasted.
2025
By 2025, buildings will be the #1 consumer of energy.
2x
Data center energy use doubling every 5 years.
Adapted from IBM
Adapted from IBM
Adapted from IBM
• Every day, the world creates 2.5 Quintillion (how many zeros ?) bytes of data
• 90 % of all the Data today has been created in the last 2 years (2011-2012)
• In the 11 years between 2009 and 2020, the size of the "Digital Universe" will increase 44 fold. That's a 41% increase in capacity every year.
• In addition, only 5% of this data being created is structured and the remaining 95% is largely unstructured, or at best semi-structured.
• Sources of this data : Sensors, social media posts, pictures posted, videos posted, comments, transactions, GPS data etc.
The Little Book of BIG DATA (2012), Norleen Burlingame © 2015 Sekhar Kondepudi11
• By 2015, 17 petabytes per year for all BASs in North America
• By 2021, 52 petabytes per year for new construction alone
• Approximately 2 petabytes: All U.S. academic research libraries
BAS Installations by Controls Segment,
New Construction, North America: 2015-2021
BAS Daily Data Throughput by Controls
Segment, North America: 2015-2021
-
20
40
60
80
100
120
2014 2015 2016 2017 2018 2019 2020 2021
(MB
)
HVAC ControlsLighting ControlsFire and Life SafetySecurity and AccessBuilding Management Systems
-
200,000
400,000
600,000
800,000
1,000,000
1,200,000
1,400,000
1,600,000
1,800,000
2014 2015 2016 2017 2018 2019 2020 2021
(Num
ber
of S
yste
ms)
HVAC ControlsLighting ControlsFire and Life SafetySecurity and AccessBuilding Management Systems
© 2015 Sekhar Kondepudi12
Trends
Typical Systems in a Building
A “Smart” Building
Some Ideas for Existing Buildings
Wrap Up & Discussion
© 2015 Sekhar Kondepudi13
• Physical Services (Building Systems HVAC, Lighting, Elevators, Waste / Water Management etc)
• Infrastructural ICT Services (Pagers, Information System, Trouble Ticketing, Server farm, Office Systems, E-Mail, VoIP, VoD, Space-Management, Telecommunications)
• Security Services (Fire Alarm, Intrusion, Inundation, CO, CO2, Nox, Access Control, Asset Tracking, CCTV)
• Enterprise Services including CRM, ERP, Business and Financial Applications.
© 2015 Sekhar Kondepudi14
Renewable SourcesOffice
Appliances
HVAC
UPS
Electrical
Access Control
Lighting
IT
Power Meters
Elevators
© 2015 Sekhar Kondepudi15
Dampers
Cameras
AirFilters
IndoorAir QualityServices
Air HandlingUnit Controllers
CoolingCoils
Fans
AccessManagement
ExhaustFans Smoke
Detectors
CoolingTowers
Elevators
ZoneControl
HeatingUnits
Halon System
VAVUnits Diffusers
Cameras
IntrusionDetectors
CardReaders
ChemicalWater Control
Chillers &Boilers
PumpsOperatorsStation
Fire AlarmPanels
Thermostats/Humidistats
Parking Garage
Water Systems
Vending m/c
Electric, Gas, Heating
Computer Room Air Handlers
LightingSolarPV
Rack/Server IDF�PDU© 2015 Sekhar Kondepudi16
AccessPowerLife
SafetyLighting IT
Video Security
NetworkHVAC
Power Monitoring
Control Systems
Building Automation
Systems
Lighting
Fire & Smoke
Detectors, Sprinklers
Cameras Housings
Servers Computers
Wiring Closet
Routers Switches Phones
Network
Digital Video
Recorder
Video Analytics
Life Safety Systems
Lighting Control
White Space IT
Apps
Network Mgmt
Systems
Active Access Control
Biometrics
LocksDoorsGates
Man-traps
ChillersBoilers
Air Handlers
Emergency Power SupplyUtilities
© 2015 Sekhar Kondepudi17
HVACElevators Fire Lighting & ClosingElectrical
DistributionSecurity IT & TelcoRefrig.
Building management consulting (including energy efficiency / performance contracting)
Facilities ManagementSecurity monitoring
Elevators Refrigeration
Lighting & ClosingFire ExtinctionSecurity Equipment
MV & LV Equipment
Servers, Mass Storage
Building Security FireLighting & Closing
Control
ED control & Monitoring Routers, VoIP
Building Automation
HVAC
© 2015 Sekhar Kondepudi18
Trends
Typical Systems in a Building
A “Smart” Building
Some Ideas for Existing Buildings
Wrap Up & Discussion
© 2015 Sekhar Kondepudi19
� A building which enhances employee / occupancy productivity through better comfort and well being.
� It is a building that is managed comprehensively from concept to grave.
� It is well instrumented to enable monitoring and optimal operations
� It is integrated with the utility smart grid to optimize on time based energy demand
� It is sustainable – optimizing on water and waste and also partially offsets its energy needs via renewable sources on-site.
© 2015 Sekhar Kondepudi20
Ext
erna
l Int
egra
tion
Analytics and O
ptimization
WaterSmart Meters,
Use / Flow Sensing
EnergySmart Meter,
Demand Response ElevatorsMaintenance,Performance
HVACFans, Variable Air
Volume, Air Quality
LightingOccupancy
Sensing
Access/SecurityBadge In,
Cameras, IntegrationPerimeter, Doors,
Floors, Occupancy
Space UtilizationOccupancy/Management
24/7 MonitoringCondition Monitoring,Parking Lot Utilization
WeatherCurrent
Predictions
WeatherCurrent
Predictions
EmergencyServices
Alerts, Actions
EmergencyServices
Alerts, Actions
UtilitiesDemand Mgmt,
Cost Control
UtilitiesDemand Mgmt,
Cost Control
CommunityServices
Transportation,Traffic, Events
CommunityServices
Transportation,Traffic, Events
CommercialPotential
Advertisement
CommercialPotential
Advertisement
Voice/Video/Data
Integrated Building & Communications ServicesIntegrated Building & Communications Services
PortfolioRE Mgmt
PortfolioRE Mgmt
Asset MgmtLifecycle
Asset MgmtLifecycle
Energy UsePassive/Active
Energy UsePassive/Active
OccupancySpace Mgmt
OccupancySpace Mgmt
ComplianceReal Estate MgmtCompliance
Real Estate Mgmt
Building ServicesMaintenance/Projects
Building ServicesMaintenance/Projects
Tenant ServicesHelp Desk
Tenant ServicesHelp Desk
Waste MgmtTrash/Water/Recycle
Waste MgmtTrash/Water/Recycle
Industry SpecificHospital, Hotel, Etc.
Industry SpecificHospital, Hotel, Etc.
Fire FunctionalityChecks,
Detector Service
Source IBM
© 2015 Sekhar Kondepudi21
Energy is a growing cost item and a mission-critical commodity for many organizations today, therefore its efficiency is a critical component of a sustainability strategy whilst offering favorable business benefits.
Challenges & OpportunitiesEnergy consumption is a significant operational expense item for most industries and buildings making up about 20% of overall operating costs.
While there is a growing need for energy efficiency, most organizations:•Do not have a strategic approach to energy management•Do not understand their most energy consuming assets•Do not actively manage energy efficiently or effectively•Do not understand what technologies are available to drive energy efficiency
Why Buildings?•Buildings consume ~40% of the world’s energy – far more than what is used in other areas such as transportation•Regardless of age, nearly every building wastes energy.
Why Information Technology?•IT enables unprecedented efficiencies for many core business functions and the real estate portfolio is no exception•Building systems and solutions are the last to migrate to IP, yet are instrumental in controlling energy spend•Analytics enables the analysis of millions of data points per day from existing equipment to identify improvements to building operational efficiency
© 2015 Sekhar Kondepudi22
Existing facility BASs are not designed to optimize facility operations and minimize energy consumption. 40% of BASs save less energy than they are capable of saving, on average producing less than 55% of the expected savings
Design Intent Current BAS
Fac
ility
Per
form
ance
Smart Facilities
BAS Optimization
Operational Guidelines &
Fault Detection
Savings Opportunity
Source: “Achieving energy savings with building automation systems” www.automatedbuildings.com
Existing BAS Capabilities•Operations based on strategies that may be flawed•Static alarms that go off too late•Limited trending (number of points and time period)•Single facility view
Smart Facilities Capabilities•Optimal operating strategy•Dynamic alarms based on an energy model•Predictive analytics/maintenance•Prioritized list of recommendations•Enterprise/portfolio view•Supervisory control
© 2015 Sekhar Kondepudi23
© 2013 Sekhar Kondepudi24
Integrated Building Management Systems (IBMS)Integrated Building Management Systems (IBMS)
Visualization
Intelligent
Interconnected
Instrumented
Physical
• Role-based Dashboards
• Comparison of historical data with newly collected data
• Data modeling and analytics
• Building Management and Operations
• Database management• Data aggregation from multiple • buildings and systems• Connectivity – wired/wireless
• Open standards
• Vendor Building Management Systems• Data aggregation – single building
• Sensors and Meters
• Bricks and Mortar
FM
CIO
Source : IBM
© 2015 Sekhar Kondepudi25
ENTERPRISE APPLICATIONS Facility ManagementMaintenance ManagementIT Network Management
Wireless
IP Telephony
VAV
FCU
Heat Pump
Chilled Beam
Boilers
Chillers
BMS
AHU
Building Mgmt
VAV
FCU
Heat Pump
Chilled Beam
BMS
Building Mgmt
IP Camera
CCTV
DVR
Lighting Control
General Lighting
Channel Controllers
DSI/DALI Interface
Occupancy Detectors
Lighting Control
General Lighting
DSI/DALI Interface
Occupancy Detectors
Access Control
Access Control
Source : Cisco
© 2015 Sekhar Kondepudi26
Energy & Power Metering
CCTV
DVR
Fire Alarm System
Smoke Sensor
Break Glass
Sounder
ENTERPRISE APPLICATIONS
Energy ManagementBuilding ManagementFacility ManagementSecurity ManagementMaintenance ManagementIT Network Management
Door Controllers
Access Control
Reader Technology
Intruder Panels
VAV
FCU
Heat Pump
Chilled Beam
Boilers
Chillers
BMS
AHU
Lighting Control
General Lighting Channel
Controllers
DSI/DALI Interface
Occupancy Detectors
UPS Monitoring
IP Camera IP Telephony
Wireless
Middleware ServerDisparate Protocols to Common Format + ICT Integration
© 2015 Sekhar Kondepudi
Source : Cisco
27
Trends
Typical Systems in a Building
A “Smart” Building
Some Examples & Ideas for Existing Buildings
Wrap Up & Discussion
© 2015 Sekhar Kondepudi28
Adapted from IBM
Smart SensorsSmart Sensors
DashboardsDashboards
• Whole Office Sustainable Environment
• Comfort & Productivity as a Dimension
• Plug Loads – Build into Every Socket in Building
• All Environmental Parameters (Multi-Modal)Temperature
Humidity
Light
Noise
IAQ
Water
• Optimized Dashboard for Monitoring & Control @ Individual End-User Level
Zone / Floor Level
Building Level
© 2015 Sekhar Kondepudi32
• Integrated solution for• Automated Indoor / Outdoor Lighting Management
• Desktop & Connected Devices Power Management
• Integration with Access Control (early stage)
• Cooling/Heating Systems (next stage)
• Technologies• Wireless Sensor & Control network
• Over the Air Real-Time Updates
• Cloud / Mobile Command & Control
• Support for CFL as well as LED lighting
• Anytime, Anywhere Access
• Real Time Analytics• Facility wide data @ different level of granularity
• Conference Room Utilization data
Measure, Monitor, Analyze, Optimize Control
• User Comfort & Optimization• Scenes & Schedules for different zones
• Completely Automated Solution• Avoids manual interventions & errors
• Almost switch-less environment
• Providing benefits for• Retrofit / Brownfield Sites
• Energy Savings
• Efficient utilization of resources
• Productive & Comfortable work environment
• Ease of Installation/Maintenance
© 2015 Sekhar Kondepudi33
• Wireless Sensor Networks
• Energy & Environmental DataView, Compare, Share
• Analytics Prediction Energy Savings Strategies Operational Optimization
• Real-time Information / “Pulse”
34
© 2015 Sekhar Kondepudi34
Smart buildings use advanced data analytics to provide enterprise energy management services to commercial building owners, helping them reduce energy usage and maintenance costs, while improving occupant comfort.
Smart Buildings can leverage the convergence of IT and Building Technologies via a suite of data-focused services to reduce building operating costs by up to 30%. The continuous analytics improves equipment performance that results in a number of tangible and intangible benefits for building owners and occupants.
•Lower utility bills (decreased consumption and demand)
•Lower carbon emissions
•Lower maintenance costs (parts and labor)
•Increased equipment life
•Lower risk of catastrophic equipment failures
•Improved tenant comfort, retention, and leasing rates
Energy
Carbon
Maintenance
Comfort
© 2015 Sekhar Kondepudi36
• IT systems and applications that form an important constituent of the buildings such as wired and wireless networks, IP telephony, and digital signage systems
• Core building systems like lighting, elevators, HVAC, and security systems
• Over 150 very detailed software solution requirements were developed and implemented
Traditional Building
SystemsIT Systems & Applications
Lighting IP telephony
HVAC Calendaring Software
In-room projectors Trouble Ticketing systems
Blinds Digital signage
© 2015 Sekhar Kondepudi38
Unoccupied Power consumption with Smart
Policy
Peripheral conf. rooms- 32%Internal conf. rooms - 10%
Unoccupied Power consumption – Normal
Peripheral conf. rooms- 52%Internal conf. rooms - 18%
Regular Consumption
4887 kWh / day
Value Source
Power consumption during unoccupied state (% of usage)
� With BMS
Peripheral rooms- 52%Internal rooms - 18%
� With Smart Policy
Peripheral rooms- 32%Internal rooms - 10%
� Inputs from Facilities
Conference room usage rate
� 50% � 6 Month Historical Data
% occupancy of conf. rooms
� 80% � AssumptionAdditional Savings due to Smart Policies
23 %
Annual savings -Normal
382912 kWh-
Annual savings with Smart Policy
470558 kWh
X X
© 2015 Sekhar Kondepudi39
Use the IP phone to•Confirm / Cancel / Extend the meeting reservation•Control A/V systems, Temperature, Lights & Blinds•Launch Webex meetings•Raise trouble tickets
Collaborate
Dynamic Room Configuration Wayfinding Administration Role Based Access Control Utilization & No-Show Reports
• View your meetings on Smartphone / Kiosk
• View ongoing meetings on wall signages• Wayfinding to room from current location
Locate
• Multi-channel reservations• Room configuration as per needs• Webex integration for one-click-launch• Integrates with MS Exchange for real-
time visibility of rooms
Schedule
© 2015 Sekhar Kondepudi40
Cisco Systems
Integrated Dashboards Centralized Policy Management
Historical & Real-time Reporting Alarms & Alerts
Navigation Work-order Mgmt
Policy & Scheduling
Monitor Control
Device Abstraction & Adapter Framework
Multiple Buildings / Communication Protocols
Device Modeling with Location AwarenessFoundation
Actions
Features
Experience
Analyze
Energy Efficiency SW Smart Spaces
Trouble TicketsRBAC Corrective Maintenance
Preventive Maintenance
© 2015 Sekhar Kondepudi41
Features Description
Dashboards• Quick visibility into building energy resource consumption• Peer Comparisons on key metrics• Per user customization
Monitor• Monitor building equipment parameters (visibility into health of equipment)• Time based historical trends (daily, weekly, monthly…)• Real time trends
Control • Control building equipment parameters
Schedule • Automated time based control of building equipment (on/off or set points)
Policy• Rules on building equipment parameters range• Conditional control• Load shedding control
Alarm Management• View Alarms and Alerts indicating potential failures / policy violations• Alarms and Alerts Lifecycle• Create Trouble tickets based on alarms/alerts
Notification• Subscription to alarms based on user’s preference• Notification using Email and SMS © 2015 Sekhar Kondepudi42
Features Description
Preventive Maintenance• Auto generation of work orders based on run hours monitoring and periodic
schedules
Corrective Maintenance • Support for operator driven (manual) work-order creation
Role Based Access Control
• Support for Role Based Access Control [RBAC] based on location / device type
Reporting• Standard Reports• User Generated Reports• Auto generation and dispatch of periodic reports
Internationalization (I18N) & Localization (L10N)
• Supports I18N• Supports L10N for English and French
© 2015 Sekhar Kondepudi43
• Frequent Feedback
• Historical Feedback
• Goal Setting
• Group Participation
• Public commitment
• Competition
• Rankings
• Comparative feedback
• Social norms – social influence
• Social pressure
What about people without Financial Incentives? Can we assess Feedback Strategies? Which Strategies Are Better for Which situation?
44 © 2015 Sekhar Kondepudi
45 © 2015 Sekhar Kondepudi
Energy Consumption Comparison of the Three Phases During Office Hours
© 2015 Sekhar Kondepudi20
Trends
Typical Systems in a Building
A “Smart” Building
Some Examples & Ideas for Existing Buildings
Wrap Up & Discussion
© 2015 Sekhar Kondepudi47
• Variety of Building Functions / Sub-Systems all of which coordinate with one another
• Sub-systems, components & devices which have nodes, end points and behave like a network in terms of their end use characteristics and interactivity with other nodes.
• “System of Systems” or a “network of networks”
• “Internet of Things” (IoT) for Buildings.
• This is completely analogous to an IT or Data Communications network
Example : Car Parking & VentilationExample : Car Parking, Security, Access Control Lighting
© 2013 Sekhar Kondepudi48
“The Skin”Dense sensor network on building surface and embedded in the systems and materials
“The Skeleton”The physical bricks and mortar of the building
“The Nervous System”The IP / Communciations Network
“The Brain”A policy engine at the center of the information systems
“The Muscles”The devices and subsystems attached to the network
“The Circulatory System”The electrical system
The Living Building
Adapted / Modified from CISCO
© 2015 Sekhar Kondepudi49
© 2013 Sekhar Kondepudi50
Thank YouProf. Sekhar Kondepudi
Smart Buildings, Smart Cities & IoT Lab@NUS National University of Singapore
E [email protected]@gmail.com
M : +65 9856 6472