Reducing Failure Rate of Renewable Energy Systems Using IoT & ML

Increasing ROI on renewable energy investments by 3x through IoT sensors and ML

IoT

ML Model Development

thinkbridge

A global digital product development firm.

🔒 Confidential client

LOCATION

size

INDUSTRY

Energy

DEPARTMENT

case study by

thinkAI

Led by top engineering and AI leaders from ThinkBridge, IBM, Talent Inc., Cisco, and more.

The Challenge

Thinkbridge partnered with a rooftop solar solutions provider to tackle timely failure detection in solar systems, a critical issue causing energy and financial losses.

The Solution

Integration of IoT sensors and machine learning for proactive failure detection.

Impact

Resolution speed improved by 80%
System faults-related losses cut by 50%
3x faster ROI on renewable energy investments

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