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View Code? Open in Web Editor NEWRepo for project/master thesis for optimisation of microgrid using MPC.
Repo for project/master thesis for optimisation of microgrid using MPC.
Create a library that talks with the yr-api.
https://api.met.no/weatherapi/locationforecast/2.0/documentation#!/data/get_complete
Implement a MPC-scheme in CasADI which works in simulations.
Use either mean, scaled mean, ARIMA etc.
Find scenarios in data/ collect historic data from Yr/solcast
Refine cost-function with realistic parameters
Compare to Sintefs strategy
Search in literature
Create smarter scenarios to use in scenario-mpc
Pick out the timeseries needed for data analysis
Implement a simulation of SOC when predictions differs from measured value
Research and write/translate a model for windturbine
Run the MPC on real data to check robustness
Load Sharing Paper: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7442883
If Phillip and Sebastien is skipping this point, maybe we should as well?
Find a way to evaluate the performance of the microgrid
Make some sort of viz that shows how power is flowing through the grid
Research and decide on feasible MPC-schemes to implement
Translate the PV-model Phillip provided
Collect predictions from Yr and Solcast to be used in realistic scenarios
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