EMHASS version 0.4.13

Some interesting improvements and some needed fixes:

Improvement

• Added support for data reconstruction when missing values on last window for ML forecaster prediction.
• Added treatment of SOCtarget passed at runtime for day-ahead optimization.
• Added publish_prefix key to pass a common prefix to all published data.

Fix

• Patched sensor rounding problem.
• Bump myst-parser from 1.0.0 to 2.0.0
• Fixed missing attributes is the sensors when using the custom IDs.

What's Changed

• Bump markupsafe from 2.1.2 to 2.1.3 by @dependabot in #86
• Update retrieve_hass.py by @davidusb-geek in #91
• Update Dockerfile by @majorfrog in #92
• Bump myst-parser from 1.0.0 to 2.0.0 by @dependabot in #89

New Contributors

• @majorfrog made their first contribution in #92

Full Changelog: v0.4.12...v0.4.13

EMHASS version 0.4.12

Improvement

• Added forecasts for unit_prod_price and unit_load_cost.
• Improved documentation.

Fix

• Bump skforecast from 0.8.0 to 0.8.1

What's Changed

• Bump skforecast from 0.8.0 to 0.8.1 by @dependabot in #81
• Update retrieve_hass.py by @davidusb-geek in #84

Full Changelog: v0.4.11...v0.4.12

EMHASS version 0.4.11

Improvement

• Adding new constraints to limit the dynamics (kW/sec) of deferrable loads and battery power. The LP formulation works correctly and a work should be done on integrating the user input parameters to control this functionality.
• Added new constraint to avoid battery discharging to the grid.
• Added possibility to set the logging level.

Fix

• Bumped version of skforecast from 0.6.0 to 0.8.1. Doing this mainly implies changing how the exogenous data is passed to fit and predict methods.
• Fixed wrong path for csv files when using load cost and prod price forecasts.

What's Changed

• Dev/skforecast bump optim dynamics by @davidusb-geek in #80

Full Changelog: v0.4.10...v0.4.11

EMHASS version 0.4.10

Fix

• Fixed wrong name of new cost sensor.
• Fixed units of measurements of costs to €/kWh.
• Added color sequence to plot figures, now avery line should be plotted with a different color.

What's Changed

• Update utils.py to publish prod cost by @purcell-lab in #77

Full Changelog: v0.4.9...v0.4.10

EMHASS version 0.4.9

Fix

• Updated default value for total number of days for ML model training.
• Added publish of unit_load_cost and unit_prod_price sensors.
• Improved docs intro.
• Bump myst-parser from 0.18.1 to 1.0.0

What's Changed

• Update machine_learning_forecaster.py by @davidusb-geek in #68
• Update to Introduction by @purcell-lab in #72
• Bump myst-parser from 0.18.1 to 1.0.0 by @dependabot in #63

Full Changelog: v0.4.8...v0.4.9

EMHASS version 0.4.8

Fix

• Fixed to correct index length for ML forecaster prediction series.

Full Changelog: v0.4.7...v0.4.8

EMHASS version 0.4.7

Fix

• Fixed wrong column name for var_load when using predict with ML forecaster.

Full Changelog: v0...v0.4.7

EMHASS version 0.4.6

Fix

• Fixed wrong path for saved ML forecaster model.

Full Changelog: v0.4.5...v0.4.6

EMHASS version 0.4.5

Fix

• Fixed default behavior for passed data.
• Added a new graph for tune results.

Full Changelog: v0.4.4...v0.4.5

EMHASS version 0.4.4

Fix

• Added missing possibility to set the method for load forecast to 'mlforecaster'.
• Fixed logging formatting.

Full Changelog: v0.4.3...v0.4.4