Demand Response / Flexibility in Loads

[DEUCE1957]

Attempt to extend Redispatching by enabling Environment's to have flexible loads. See "getting_started" / "13_Demand?Response.ipynb" for example use. Related to issue #623

Currently working:
Able to define "flexibility" actions (env.action_space({"flexibility":[("load_0_0", 0.1]}) with correct print string for BaseAction
Able to load flexible load attributes from "flex_loads_charac.csv"
"InvalidFlexibility" error if flexibility exceeds size of load
Observable change in load after executing flexibility action in environment
Integration with redispatch routine (flexibility and redispatch are solved together in one optim. problem)
Observable change in actual/target flexibility after executing flexibility action in environment
Automated tests

Open Challenges/Issues:

How should we define the max load / load size? (currently is max of all chronix2grid load profiles in all of the chronics)

Progress

Actual/Target Flexibility in BaseObservation
Flexibility in BaseAction / PlayableAction
Flexibility in GridObject
Flexibility in SerializableActionSpace.sample()

Conventions:
Positive flexibility: Reduce consumption (less demand in the grid)
Negative flexibility: Increase consumption (more demand in the grid)
target_flex: Sum of all flexibility at a load
actual_flex: Sum of all physically feasible flexibility at a load (determined by Environment)

[sonarqubecloud]

Quality Gate passed

Issues
19 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud