Big Data and IoT

early fault detection portal database management system custom scaled
early fault detection portal database management system custom scaled

In 2015, IND Technology launched a ground-breaking solution to help electrical networks prevent catastrophic failures such as power outages and wildfires. The technology, known as Early Fault Detection (EFD™), uses Big Data and a sophisticated and IoT architecture with wireless sensors and edge computing capabilities.

The EFD™ system is a proactive maintenance tool. It remotely detects and locates radio frequency (RF) signals from early-stage faults in energy assets. These faults, if left untreated, could lead to permanent damage or spark wildfires. What makes EFD™ unique is that it works independently of the power system’s mains frequency. It detects both low-current and high-current faults with the same level of precision.

The Challenge

For the EFD™ system to deliver its full benefits, it requires continuous, real-time monitoring. However, power network infrastructure can span thousands of kilometres, making this difficult and costly.

In 2016, IND Technology approached DB Gurus to build a scalable platform that could help customers monitor vast networks cost-effectively. They needed a solution that could process huge volumes of data from IoT devices, raise alerts quickly, and support critical decision-making by power network operators.

Our Solution

DB Gurus developed a custom cloud-based, big data solution that delivers real-time insights. The platform was designed to:

  • Collect data from IoT units in the field via a REST API
  • Transform and structure the data for analysis
  • Analyse the data to detect early faults
  • Alert stakeholders and deliver insights through an online portal

The EFD Portal

We built a secure, scalable online platform now used by IND Technology’s customers worldwide. Called the EFD Portal, this system integrates seamlessly with Tableau, allowing analysts and executives to visualise fault data clearly and act on it quickly.

From real-time alerts to asset performance snapshots, the platform supports everyone from data scientists to chief engineers in some of the world’s largest energy networks.

Ongoing Benefits

Today, the EFD Portal enables cost-effective, continuous monitoring of power infrastructure. Its ease of use and rapid sensor deployment mean that IND Technology is helping shift maintenance from reactive to proactive. This transition is now spreading across power networks, railways, mining sites, and utilities globally.

DB Gurus is now assisting IND Technology in moving the system to a serverless architecture, ensuring even more scalability and lower operational costs as their solution expands internationally.

Together, we are supporting a future of smarter, more resilient infrastructure—powered by data.

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Some helpful links

Learn more about data protection from the Office of the Australian Information Commissioner.

For information on the Privacy Act 1988, visit the official legislation website.

Understand the requirements of the Payment Card Industry Data Security Standard (PCI DSS).

Discover more about Amazon Web Services (AWS) security features used for cloud-based data protection.

Learn about IND Technology and their Early Fault Detection (EFD™) solutions.

Usability & Access

  • Web access anywhere (mobile-friendly where needed)
  • Streamlined workflows to reduce admin effort
  • Search, filters, and drill-down to records
  • Australian-based support

Visualisation & Reporting

  • Dashboards, graphs, trends, and maps
  • Standard and customised reporting templates
  • Export to common formats (CSV/XLSX/PDF as required)
  • Consistent reporting across sites and programs

Data Integrity & Security

  • Role-based permissions and optional 2FA
  • Encrypted connections (TLS/SSL)
  • Change tracking (who/what/when)
  • Hosted in Australia (AWS Sydney) with backups/DR options

Monitoring & Alerts

  • Warning and exceedance limits per site/parameter
  • SMS and email alerts when thresholds are breached
  • Flag anomalous or missing data for follow-up
  • Audit trail of changes for compliance transparency

Data Collection & Management

  • Automated uploads from telemetry and scheduled file imports
  • Manual uploads and easy field data entry
  • Configurable parameters, units, validation rules, and required fields
  • Manage sites, locations, and monitoring points in one place