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Wayam AI
Industries

Energy & Utilities

Renewable asset optimization and monitoring that turns telemetry into uptime and yield.

Energy and utilities AI visual with renewable assets and telemetry

Overview

Renewable assets underperform when monitoring lags real conditions. We turn telemetry into uptime and yield across whole generation portfolios, not one site at a time.

Use cases

The work we run in energy & utilities.

14 modelled workflows, each with the steps it runs and the outcome it moves.

Energy & Utilities

IT Operations

Intelligent Alert Triaging & False Positive Alarm Suppression

An automated automotive body stamping and robotic welding plant generating over 45,000 raw sensor alarms daily across 350 robotic welding cells.

reduction in total alarm noise and nuisance false positives
88%reduction in total alarm noise and nuisance false positives
mean Time to Detect (MTTD) critical equipment failures reduced
45 minutesmean Time to Detect (MTTD) critical equipment failures reduced
YantraRepresentative scenario

Energy & Utilities

Maintenance & Reliability

Predictive Thermal & Vibration Risk Monitoring in Rotary Equipment

A major power generation and water utility managing 240 high capacity centrifugal pumps, steam turbines, and industrial compressor units.

catastrophic rotary equipment mechanical failures reduced
92%catastrophic rotary equipment mechanical failures reduced
equipment maintenance expenditure reduced
34%equipment maintenance expenditure reduced
YantraRepresentative scenario

Energy & Utilities

Operations

Cross Line Bottleneck Synchronization & Real Time Throughput Balancing

A high speed beverage bottling and packaging plant running 6 canning lines producing 1,500 cans per minute per line across depalletizing, filling, seaming, pasteurization, and case packing.

plant Overall Equipment Effectiveness (OEE) increased
68%plant Overall Equipment Effectiveness (OEE) increased
conveyor accumulation line stoppages reduced
55%conveyor accumulation line stoppages reduced
YantraRepresentative scenario

Energy & Utilities

Operations

Dynamic Wind Turbine Yaw & Pitch Optimization for Annual Energy Production

An IPP renewable energy operator managing a 450MW offshore wind farm featuring 60 high-capacity wind turbines operating under complex turbulent wind wake conditions.

increase in net Annual Energy Production (AEP), generating
3.4%increase in net Annual Energy Production (AEP), generating
reduction in mechanical gearbox and blade fatigue stress
15%reduction in mechanical gearbox and blade fatigue stress
SantulanRepresentative scenario

Energy & Utilities

Maintenance & Reliability

Battery Energy Storage System (BESS) Degradation & Arbitrage Optimization

A clean energy asset manager operating a 100MW / 400MWh grid-scale lithium-ion Battery Energy Storage System (BESS) co-located with a solar PV farm.

increase in net annual BESS operating margin
22%increase in net annual BESS operating margin
eliminated solar PV curtailment losses
94%eliminated solar PV curtailment losses
SantulanRepresentative scenario

Energy & Utilities

Maintenance & Reliability

Predictive Solar Inverter Thermal Degradation & Maintenance Dispatch

A utility-scale solar asset owner operating 800MW of solar PV plants across arid desert regions containing over 300 central and string inverters.

reduction in unplanned inverter thermal trips during summer
90%reduction in unplanned inverter thermal trips during summer
previously lost solar generation revenue per season
$680,000previously lost solar generation revenue per season
SantulanRepresentative scenario
See all 14 energy & utilities use cases

Ready to move on energy & utilities?