Industry · 10 projects

Industrial IoT · Electrical Systems

Industrial IoT for utilities and manufacturing: 13kV RMU fault detection, substation telemetry, grid monitoring dashboards, predictive maintenance, secure device communication, and multi-protocol data aggregation. Ten projects across electrical infrastructure and process industries.

Selected work

10 projects in Industrial IoT.

Each project links to a detailed case study with challenge, approach, results, and our role.

13kV RMU Fault Detection System
Project 26

13kV RMU Fault Detection System

Partial-Discharge Sensing with Evidence-Rich Alerts

9 months TRL 2 → 8
Earlyfault detection before outage
Evidence-richalert payload
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LoRaWAN + 4G Industrial Monitoring Network
Project 27

LoRaWAN + 4G Industrial Monitoring Network

Hybrid Backhaul for Cellular-Unfriendly Sites

6 months TRL 3 → 8
HybridLoRaWAN + 4G backhaul
Remotefirmware updates
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Real-Time Electrical Fault Analytics Platform
Project 28

Real-Time Electrical Fault Analytics Platform

Streaming Analytics with Per-Asset Learned Thresholds

7 months TRL 3 → 8
Streaminganalytics end-to-end
Per-assetlearned thresholds
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Secure Industrial IoT Communication System
Project 29

Secure Industrial IoT Communication System

Hardware Root of Trust with Automated PKI

6 months TRL 3 → 8
Hardwareroot of trust
MutualTLS across all links
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Predictive Maintenance System for Machines
Project 30

Predictive Maintenance System for Machines

Per-Asset-Class ML With Days-to-Weeks Lead Time

8 months TRL 3 → 8
Per-asset-classmodeling pipeline
Days to weeksof failure lead time
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Industrial Sensor Data Aggregation Platform
Project 31

Industrial Sensor Data Aggregation Platform

Multi-Protocol Ingestion with Normalized Schema

5 months TRL 3 → 8
Multi-protocolingestion
Normalizedschema with units and quality
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Electrical Grid Monitoring Dashboard
Project 32

Electrical Grid Monitoring Dashboard

GIS-First Operator UI with Unified Live + Historical Timeline

4 months TRL 3 → 8
GIS-firstoperator interface
Unifiedlive + historical timeline
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High-Voltage Fault Classification System
Project 33

High-Voltage Fault Classification System

Automated Waveform Classification Feeding Dispatch

8 months TRL 3 → 8
Automatedfault-type classification
Per-substationcalibration option
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Smart Substation Monitoring System
Project 34

Smart Substation Monitoring System

Non-Invasive Gateway Alongside Protection

7 months TRL 3 → 8
Non-invasivecoexistence with protection
SCADA + clouddual output
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Industrial Device Telemetry System
Project 35

Industrial Device Telemetry System

Standardized Cross-Product Schema with Reliable OTA

5 months TRL 3 → 8
Standardizedcross-product schema
ReliableOTA over intermittent links
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