Infrastructure Services for Physical Data
Stephen Dawson-Haggerty
Cyber / Physical Building
Control Plan
and Schedule
External
BIM
PIB
Cyber
Pervasive
Sensing
Process
Loads
Legacy
Instrumentation &
Control Interfaces
Physical
Building
BMS
HVAC
Physical Models
Occupant
Demand
Electrical
Multi-Objective ModelDriven Control
Activity/Usage
Streams
Transport
Light
Activity
Models
Fault, Attack, Anomaly
Detect &Management
Building Integrated
Operating System
Open Platform for Building Applications
Visualization
Visualization, trending, analysis
Analysis
Repository
Imports
se
lu
or
ic
a
ist
Instrument
Instrument
Instrument
Instruments
rh
C
on
tro
la
ct
ua
e
vi
tio
su
n
al
iz
at
io
n
an
d
qu
er
fo
R
ea
l-t
im
Subsampled data, materialized analyses, etc.
Da
ta
Control
Legacy
archival
data
ie
s
3
Applications
sMAP Resources
sMAP Gateway
California ISO
sMAP
sMAP
sMAP
Google PowerMeter
Weather
AC plug meter
Edge Router
EBHTTP
Translation
EBHTTP / IPv6 / 6LowPAN
Wireless Mesh Network
Proxy Server
Vibration / Humidity
Internet
Cell phone
sMAP
sMAP
Temperature/PAR/TSR
Dent circuit meter
Light switch
sMAP
sMAP
Every Building
RS-485
Modbus
sMAP Gateway
http://new.openbms.org/
sMAP Gateway
Database
Live System with Big Data
Importing old data: 150k points/sec
Continuous write load: 300-500pts/sec
~6 billion points from just a few buildings
1k points/building x 1 reading/30 seconds forever!
Building Information
Operations and Environment
CT: Mains Power
Monitoring
A
1
5
9
13
17
21
25
29
33
37
41
Vibration
Humidity
Temperature
Pressure
B
3
7
11
15
19
23
27
31
35
39
2
6
10
14
18
22
26
30
34
38
42
Panel 1
4
8
A
A
Panel 2
1
A
5
12
9
16
13
B
B
20
17
24
21
28
25
32
29
36
33
40
37
41
B
3
7
11
15
19
23
27
31
35
39
2
6
10
14
18
22
26
30
34
38
4
8
12
16
20
24
28
32
36
40
42
Panel Level Power
Monitoring
ACme: Plug Load
Energy Monitor
and Controller
slicr: Tags Generate Multiple Views
[ { tag : "Metadata/SourceName",
restrict: "has Metadata/Extra/EndUse"},
{ tag: "Metadata/Extra/EndUse"},
{ tag: "Metadata/Extra/Category",
defaultSubStream: "Properties/UnitofMeasure = 'mW'",
seriesLabel:["Metadata/Location/Room", "Metadata/Extra/Load"]},
{ tag: "Metadata/Extra/ProductType",
defaultSubStream: "Properties/UnitofMeasure = 'mW'",
seriesLabel:["Metadata/Location/Room", "Metadata/Extra/Load"]},
{ tag: "Metadata/Instrument/PartNumber",
defaultSubStream: "Properties/UnitofMeasure = 'mW'",
seriesLabel:["Metadata/Instrument/PartNumber",
"Metadata/Location/Room", "Metadata/Extra/Load”]},
"Properties/UnitofMeasure”
]
January 9, 2012
Local Winter Retreat 2012
7
• Model-Predictive HVAC Controls
• Occupant-responsive spaces
• Privacy-preserving database
In 380 Soda Hall:
Wozniak Lounge
B' 27' ,' #$G' 125\ ] ' 3$"&3$^&' _M' &-+8' $E 9*>$
%' -1P' 3$A52$C&' 2: #$CK D+' &D#$`BG^%Ca$
Cool Air
AC
LoCal
Computer
AC
Signal
Energy
Data
Control
Computer
Sensor Data "
Sensor Data "
! AC Control
! AC Control
Thermostat
Sensor
Data
•! TZW$-L S$OS$D5< M61' 2$,"P52"152#$
sMAP
Sensor, Wind,
Weather Data
NWS
Weather
Forecast