LSTM Models

A small building with 'HYDRO POWER' written on its roof is surrounded by lush green tea plantations and trees. A narrow stream flows nearby, and terraced hills form a scenic backdrop with various shades of green.

Anomaly Detection

Developed algorithms that identify unusual patterns in hydropower plant data to prevent failures before they occur.
An old, rusted industrial machine with visible wear and corrosion. The machinery appears to be outdoors, with blurred greenery and industrial structures in the background. The image captures the weathered texture and intricate details of the metalwork, including bolts and a large wheel.

Real-Time Monitoring

Implemented IoT frameworks enabling continuous data streaming and instant alerts for equipment health.
A large, concrete dam with cylindrical intake towers and a spillway constructed in a rocky canyon environment. High voltage power lines and towers are visible in the background, with sunlight streaming over the mountain tops.

Smart Energy

Integrated AI-driven control systems to optimize energy output while ensuring sustainable operation.
A grid of multiple analog and digital electricity meters mounted on a wall, each with labels and numbers. Some meters have colored seals, and there are handwritten notes and graffiti on the surface. The meters are encased in glass and mounted in a metal frame.

Real-Time Monitoring

Contributions to predictive maintenance that enhance reliability and efficiency in renewable energy systems.

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