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Creating a Modern IIoT Monitoring Solution
Using iOS Swift, MQTT and InfluxDB
MOXIE IoT LLC
2
About Deft Dynamics
Smart Materials
Composite Structures
Embedded Electronics
Industrial IoT
Tele-operated Robotics
Embedded Intelligence
Birmingham
Venture Studio
Giving Ideas a Pulse
MOXIE IoT LLC
3
Moxie IIoT
Predictive
UtilizationBusiness
Insights
Safety
Downtime
IoT Technology for all Industrial Teams
• Operations - Utilization, downtime, safety
• Maintenance - Service intervals, distance travelled, overload events
• Technology Team - Predictive maintenance, business insights
MOXIE IoT LLC
4
MOXIEWORLD
Combine Four IoT Technologies:
• UWB Indoor Positioning
• Real-time Stream (MQTT)
• Historic Time-series Database (InfluxDB 2.0)
• App-centric Interface (iOS Swift)
To Provide Customer Benefits:
• Low Latency (2-10 seconds) 3D visualization
• Easily configured to help all your Teams
• Create and manage projects in-App
3D
Visualization
Live/Historic
Insights
MOXIE IoT LLC
5
Applications
MOXIE IoT LLC
6
UWB Indoor Positioning
Anchor
Fixed Reference Point
Tag
Mobile Tracker & Gateway
Ultra Wideband
• Mobile ‘Tags’ and Stationary ‘Anchors’
• 10 cm accuracy indoor positioning
• 50m+ range
• Combine with GPS for indoor/outdoor
MOXIE IoT LLC
7
MQTT
• Publish/Subscribe Messaging
• IoT Device Benefits
• Low-Bandwidth (e.g. for CAT-M1 carrier compliance)
• Safe keep-alive timing
• on-disconnect events (LW&T)
• Single Broker Supports
• Thousands of Devices
• Topic Filters safely isolate users
• Easy to Host / Many 3rd Party Tools
• Drivers for Py/C++/Java/…
MQTT
Broker
Limited View
Full Access View
IoT Devices
MOXIE IoT LLC
8
Why InfluxDB?
• Why InfluxDB?
• Time-series for IoT (c.f. DynamoDB)
• NOT end-to-end (c.f. AWS IoT)
• Relevant data filtering unloads app
• Why InfluxDB Cloud?
• Manage accounts and access
• Interactive query builder
• Clear storage pricing (c.f. AWS)
MOXIE IoT LLC
9
iOS Swift
• Why iOS?
• Connecting to Real World devices
• Focus energy on one platform
• Tools for
• 3D visualization
• Map-based visualization
• Input/Output (BLE / MQTT / etc.)
MOXIE IoT LLC
10
Technical Content Outline
• ‘3D’ IoT Data
• MQTT Stream
• JSON – (MQTT explorer)
• MQTT Transfer
• EC2 – (python demo)
• InfluxDB Backend
• Demo query on ‘DB Cloud
• InfluxDB in Swift
• HTTP Post technique
• Demo 3D query on App
• Handling Range/ Combinations
MOXIE IoT LLC
11
IoT Data
• Independent (X)
• Time
• Position
• Dependent (Y)
• Speed
• Load
• Voltage
• Etc…
MOXIE IoT LLC
12
Network Layout
Embedded
System
Moxie IoT Cloud
iOS App
MQTT
Real time
stream
InfluxDB 2.0
Historic Data
EC2/Python
Sort/Filter
+ Transfer
Flux
Query
Digital Twin
Dashboard
CSV
MQTT
Client
WIFI
LTE-M1
WIFI
LTE / 5G
Three Data Access Points for Customers
1. MQTT Stream (live, stream)
2. InfluxDB (historic, query)
3. App-Interface (digital twin, dashboard)
Bandwidth
MQTT: 240 bytes/update @ 1 Hz = 622 Mb/month/device
Influx: 80 bytes/update @ 0.1 Hz = 20.7 Mb/month/device
MOXIE IoT LLC
13
MQTT Stream
• MQTT Stream
• Topic Organization
• JSON Payloads – MQTT explorer
/ / / /
Header per Project
Account name used to filter each business
Device Type
Hardware Unique ID
Packet Type
JSON Payload (motor load)MW [Account] Tag [Tag UUID] UWB
MOXIE IoT LLC
14
MQTT Transfer (2/4)
• Python Tools
• Paho MQTT Client
• InfluxDBClient
• Process
• Buffer incoming message by account (Bucket)
• Transfer to InfluxDB Every X Seconds
• Filter if desired (e.g. average, max)
• Clear buffer
MOXIE IoT LLC
15
Storage & Query Design
• InfluxDB 2.0 Cloud
• Scheme
• [bucket] = Account
• _measurement = UUID
• _field = value from JSON
• Demo query on iDB Cloud
• Problem with ‘1D’ queries:
• How to align with position?
MOXIE IoT LLC
16
iOS Swift Query (1/3)
• InfluxDB Query in Swift
• UrlSession POST dataTask
• CSV format
• Closure return results
MOXIE IoT LLC
17
iOS Swift Query (2/3)
• InfluxDB Query in Swift
• UrlSession POST dataTask
• CSV format
• Closure return results
• Helper Object for Manipulation
• Create array of [FluxOperation]
• Run sequentially to generate Flux
query string
MOXIE IoT LLC
18
iOS Swift Query (3/3)
• InfluxDB Query in Swift
• Building Block Query Creation for User
• Filter+Pivot Creates ‘3D’ Result:
(value vs x,y,t)
User Selected
Combinations
MOXIE IoT LLC
19
Data Insights
CNC Spindle Load at a Production Machine Shop
• Determined spindles were overloaded when
grease was cool in the morning
• Optimize toolpaths to reduce 22% air time
(tool changes and rapid feeds)
Bridge Crane at Metals Distributor
• Optimize pre-loading material locations
• Adjust truck arrival schedule to balance shift
workload
MOXIE IoT LLC
20
System Demo
MOXIE IoT LLC
21
Next Steps
Next Steps with InfluxDB
• User-defined InfluxDB Cloud Alerts
• Rescaling data for long-term storage
Next Steps in Product Evolution
• LIDAR scanning for CAD models
• UWB built-in on iPhone 11,12
• Long term
• Cross-facility tracking (port to port)
• App as interface for AGV and robots
3029 4th AVE S.
BIRMINGHAM, AL 35233
hello@moxieiot.com
1.205.907.0165
moxieiot.com

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How to Create a Modern IIoT Monitoring Solution On iOS Using Swift, MQTT and InfluxDB

  • 1. Creating a Modern IIoT Monitoring Solution Using iOS Swift, MQTT and InfluxDB
  • 2. MOXIE IoT LLC 2 About Deft Dynamics Smart Materials Composite Structures Embedded Electronics Industrial IoT Tele-operated Robotics Embedded Intelligence Birmingham Venture Studio Giving Ideas a Pulse
  • 3. MOXIE IoT LLC 3 Moxie IIoT Predictive UtilizationBusiness Insights Safety Downtime IoT Technology for all Industrial Teams • Operations - Utilization, downtime, safety • Maintenance - Service intervals, distance travelled, overload events • Technology Team - Predictive maintenance, business insights
  • 4. MOXIE IoT LLC 4 MOXIEWORLD Combine Four IoT Technologies: • UWB Indoor Positioning • Real-time Stream (MQTT) • Historic Time-series Database (InfluxDB 2.0) • App-centric Interface (iOS Swift) To Provide Customer Benefits: • Low Latency (2-10 seconds) 3D visualization • Easily configured to help all your Teams • Create and manage projects in-App 3D Visualization Live/Historic Insights
  • 6. MOXIE IoT LLC 6 UWB Indoor Positioning Anchor Fixed Reference Point Tag Mobile Tracker & Gateway Ultra Wideband • Mobile ‘Tags’ and Stationary ‘Anchors’ • 10 cm accuracy indoor positioning • 50m+ range • Combine with GPS for indoor/outdoor
  • 7. MOXIE IoT LLC 7 MQTT • Publish/Subscribe Messaging • IoT Device Benefits • Low-Bandwidth (e.g. for CAT-M1 carrier compliance) • Safe keep-alive timing • on-disconnect events (LW&T) • Single Broker Supports • Thousands of Devices • Topic Filters safely isolate users • Easy to Host / Many 3rd Party Tools • Drivers for Py/C++/Java/… MQTT Broker Limited View Full Access View IoT Devices
  • 8. MOXIE IoT LLC 8 Why InfluxDB? • Why InfluxDB? • Time-series for IoT (c.f. DynamoDB) • NOT end-to-end (c.f. AWS IoT) • Relevant data filtering unloads app • Why InfluxDB Cloud? • Manage accounts and access • Interactive query builder • Clear storage pricing (c.f. AWS)
  • 9. MOXIE IoT LLC 9 iOS Swift • Why iOS? • Connecting to Real World devices • Focus energy on one platform • Tools for • 3D visualization • Map-based visualization • Input/Output (BLE / MQTT / etc.)
  • 10. MOXIE IoT LLC 10 Technical Content Outline • ‘3D’ IoT Data • MQTT Stream • JSON – (MQTT explorer) • MQTT Transfer • EC2 – (python demo) • InfluxDB Backend • Demo query on ‘DB Cloud • InfluxDB in Swift • HTTP Post technique • Demo 3D query on App • Handling Range/ Combinations
  • 11. MOXIE IoT LLC 11 IoT Data • Independent (X) • Time • Position • Dependent (Y) • Speed • Load • Voltage • Etc…
  • 12. MOXIE IoT LLC 12 Network Layout Embedded System Moxie IoT Cloud iOS App MQTT Real time stream InfluxDB 2.0 Historic Data EC2/Python Sort/Filter + Transfer Flux Query Digital Twin Dashboard CSV MQTT Client WIFI LTE-M1 WIFI LTE / 5G Three Data Access Points for Customers 1. MQTT Stream (live, stream) 2. InfluxDB (historic, query) 3. App-Interface (digital twin, dashboard) Bandwidth MQTT: 240 bytes/update @ 1 Hz = 622 Mb/month/device Influx: 80 bytes/update @ 0.1 Hz = 20.7 Mb/month/device
  • 13. MOXIE IoT LLC 13 MQTT Stream • MQTT Stream • Topic Organization • JSON Payloads – MQTT explorer / / / / Header per Project Account name used to filter each business Device Type Hardware Unique ID Packet Type JSON Payload (motor load)MW [Account] Tag [Tag UUID] UWB
  • 14. MOXIE IoT LLC 14 MQTT Transfer (2/4) • Python Tools • Paho MQTT Client • InfluxDBClient • Process • Buffer incoming message by account (Bucket) • Transfer to InfluxDB Every X Seconds • Filter if desired (e.g. average, max) • Clear buffer
  • 15. MOXIE IoT LLC 15 Storage & Query Design • InfluxDB 2.0 Cloud • Scheme • [bucket] = Account • _measurement = UUID • _field = value from JSON • Demo query on iDB Cloud • Problem with ‘1D’ queries: • How to align with position?
  • 16. MOXIE IoT LLC 16 iOS Swift Query (1/3) • InfluxDB Query in Swift • UrlSession POST dataTask • CSV format • Closure return results
  • 17. MOXIE IoT LLC 17 iOS Swift Query (2/3) • InfluxDB Query in Swift • UrlSession POST dataTask • CSV format • Closure return results • Helper Object for Manipulation • Create array of [FluxOperation] • Run sequentially to generate Flux query string
  • 18. MOXIE IoT LLC 18 iOS Swift Query (3/3) • InfluxDB Query in Swift • Building Block Query Creation for User • Filter+Pivot Creates ‘3D’ Result: (value vs x,y,t) User Selected Combinations
  • 19. MOXIE IoT LLC 19 Data Insights CNC Spindle Load at a Production Machine Shop • Determined spindles were overloaded when grease was cool in the morning • Optimize toolpaths to reduce 22% air time (tool changes and rapid feeds) Bridge Crane at Metals Distributor • Optimize pre-loading material locations • Adjust truck arrival schedule to balance shift workload
  • 21. MOXIE IoT LLC 21 Next Steps Next Steps with InfluxDB • User-defined InfluxDB Cloud Alerts • Rescaling data for long-term storage Next Steps in Product Evolution • LIDAR scanning for CAD models • UWB built-in on iPhone 11,12 • Long term • Cross-facility tracking (port to port) • App as interface for AGV and robots
  • 22. 3029 4th AVE S. BIRMINGHAM, AL 35233 hello@moxieiot.com 1.205.907.0165 moxieiot.com