erickCantu/TheGreenCitySolutionsGroup

Issues

• Dashboard? Plotly? Graphana?

  #62 opened 2 years ago by erickCantu
  1

• Define research question or target variable

  #12 opened 2 years ago by suleenwong
  3

• Final Presentation setup.

  #63 opened 2 years ago by erickCantu
  0

• Xticks for presentation figures

  #72 opened 2 years ago by Leee-P
  0

• FB Prophet model for time series forecasting

  #29 opened 2 years ago by suleenwong
  0

• Machine Learning models for time series forecasting (XGBoost, Ridge,...)

  #31 opened 2 years ago by suleenwong
  0

• Short guide to get consistent text sizes for all graphs

  #64 opened 2 years ago by r4f
  0

• Update readme.md

  #54 opened 2 years ago by erickCantu
  0

• Review that all notebooks work properly after the features name change. (kWh to kW)

  #50 opened 2 years ago by erickCantu
  0

• collect domain knowledge on building energy controllers (put info in markdown file and push to repo)

  #11 opened 2 years ago by suleenwong
  0

• Add electric consumption of hp to preprocessed data

  #23 opened 2 years ago by Leee-P
  1

• Change the feature names in the pre processing notebook from kWh to kW.

  #49 opened 2 years ago by erickCantu
  0

• Metrics for evaluating time series predictions (MAE, MSE, R2?)

  #33 opened 2 years ago by suleenwong
  1

• Running the OpenAI Gym

  #18 opened 2 years ago by suleenwong
  0

• Look into dealing with multiple seasonalities for the SARIMAX model (Fourier series for multiple seasonalities) as exogenous variables

  #26 opened 2 years ago by suleenwong
  1

• Midterm Stakeholder Presentation

  #14 opened 2 years ago by suleenwong
  0

• SARIMAX model for time series forecasting

  #32 opened 2 years ago by suleenwong
  0

• TBATS model for time series forecasting

  #30 opened 2 years ago by suleenwong
  0

• MLFlow

  #13 opened 2 years ago by suleenwong
  0

• Look into weekly seasonality for the data

  #25 opened 2 years ago by suleenwong
  0

• Baseline model and linear regression to predict net energy usage

  #19 opened 2 years ago by suleenwong
  0

• Predicting solar generation based on weather forecasts

  #8 opened 2 years ago by suleenwong
  0

• Calculating a confidence interval for the average demand and solar generation plots

  #9 opened 2 years ago by suleenwong
  0

• Calculate electric consumption of the heat pump

  #20 opened 2 years ago by Leee-P
  0

• Including exogenous variables (weather, etc.) to SARIMAX model

  #28 opened 2 years ago by suleenwong
  0

• Look into batteries within the simulation (calculate battery storage from json file)

  #10 opened 2 years ago by suleenwong
  0