Renewable EnergyUsing AI to covers a broad spectrum of investment opportunities
with lower
risks
Power Generation Prediction
Opportunity
Predicting future power generation in advance
Orchestration
DLTK will be trained with data coming from various sources like Numeric Weather
Forecasts, Weather Data from Measurement Masts, Historical Data on Production,
Real-time health of assets and use Neural networks, ARX models, Power Curves.
Outcome
Energy production forecast at farm level
Bidding Intelligence
Opportunity
Predict right pricing to bid
Orchestration
There are 96 slots of 15 minutes, to sell energy blocks, using DLTK’s
Machine
Learning right price can be
Outcome
Ensuring the right pricing and profitability
Site Intelligence & Power Outcome
Opportunity
Due Diligence for Power Generation Site
Orchestration
The system is capable of learning all parameters about any geographic
location and then making recommendations it the desired site if good for
Wind Energy/ Solar Energy plant.
Outcome
Recommendation to go ahead or not and indicative price of
development and expected power output from the site
BOM Generation
Opportunity
Generating Bill of Material
Orchestration
By analysing pictures using computer vision technologies and using machine
learning, DLTK can produce the exact Bill of Material of any assembly.
Outcome
Detailed Bill of material for any assembly, also can predict
Minimum Quantity of spare to be kept in stock
Predictive Maintenance of Windmill
Opportunity
Alarming before complete failure of wind turbine
Orchestration
Multiple small gadgets with cameras will be mounted on Mast of the Windmill
to identify the cracks on the blades, some devices would also be used to
measure vibration. Based on weather conditions, wind and health of
equipment, DLTK can raise alarm before breakdown
Outcome
Enabling consistent outcome and early warning for preventive
maintenance
Maintenance of Solar Farm
Opportunity
Monitoring of solar panel is every essential to identify non
performing patches on a solar panel, or to identify layer of
excessive dust
Orchestration
Drones will fly over the solar farm and will be able to identify that not working patches
Outcome
Immediate maintenance alerts can be raised
Installation of Renewable farm
Opportunity
It is very important to ensure that Solar panels are setup as per the plan, to gain right outcome
Orchestration
Using DLTK Computer Vision, a drone can fly everyday and share daily status of panel installation DLTK’s CV technology can also point out mistake in installation location
Outcome
Attaining hundred percent project execution as per plan layout
Eminosoft