An optimal energy management with integrated renewable energy in smart grid
In this project, a stochastic programming model is proposed to optimize the performance of the Smart Grid with intergrated renewable energy in terms of operating cost and emissions. The stochastic programming model is based on MOWDO, MOGA and MOGWO to participate in DR program to reduc
2025-06-28 16:30:14 - Adil Khan
An optimal energy management with integrated renewable energy in smart grid
Project Area of Specialization Electrical/Electronic EngineeringProject SummaryIn this project, a stochastic programming model is proposed to optimize the performance of the Smart Grid with intergrated renewable energy in terms of operating cost and emissions.
The stochastic programming model is based on MOWDO, MOGA and MOGWO to participate in DR program to reduce operating cost and carbon emissions.
Project ObjectivesFollowing are the objectives of the proposed model:
1) minimize operational cost
2) minimize carbon emissions
Through the the given methods in the summary.
Project Implementation MethodThe proposed model is implemented in MATLAB using the following optimization techniques:
1) Multi objective Wind Driven Optimization method. (MOWDO)
2) Multi Objective Genetic optimization method (MOGA).
3) Multi Objective Gray Wolf Optimization method (MOGWO)
Benefits of the ProjectBy implementing the results
We get the optimize use of renewable energy sources .
Cost is minimized ( so it will be affordable )
Emission is minimized ( so it will not be harmful for human health
Technical Details of Final DeliverableThe proposed model is implementable which will minimize operational cost and carbon emissions.
We minimized cost 4% more then the previous work.
And emission 7% more then the previous work .
We will compare our results with then given paper which will be more optimized.
Final Deliverable of the Project Software SystemCore Industry Energy Other Industries Others Core Technology OthersOther Technologies OthersSustainable Development Goals Affordable and Clean EnergyRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 10000 | |||
| Research paper submission | Miscellaneous | 1 | 10000 | 10000 |