Problem
The current MPC objective can still select appliance schedules that overlap with the VPP event window, especially water-heater preheating such as 17:00-19:00 during an 18:00-19:00 VPP event.
This hurts role-play user scores and weakens the interpretation of MPC as a demand-response baseline.
Observed Behavior
In mpc_ep, the planner can choose:
- washer shifted outside VPP
- dishwasher shifted outside VPP
- water heater preheat overlapping VPP
The run summary then reports:
- water heater ran during VPP
- user score drops
- VPP response is considered unsatisfactory by role-play users
Why This Matters
Even when total energy or thermal comfort looks acceptable, the user and grid-side objective should strongly discourage controllable appliances from running during VPP windows.
The current objective appears to under-penalize this behavior relative to comfort/cost terms.
Possible Fixes
- Increase the VPP-window appliance-overlap penalty in the MPC objective.
- Add a stronger time-overlap penalty for controllable loads during active DR windows.
- Penalize water-heater preheat windows that cross VPP start/end.
- Distinguish unavoidable fixed loads from controllable appliance loads.
- Add diagnostic reporting for per-device VPP-overlap contribution to the MPC objective.
- Calibrate objective weights against role-play user scores and appliance shift-success metrics.
Acceptance Criteria
- MPC should avoid scheduling controllable appliances inside VPP windows unless a hard service constraint makes it unavoidable.
- Objective diagnostics should clearly show the penalty term responsible for VPP-window overlap.
- Existing benchmark summaries should make it easy to see whether the change improves VPP behavior without excessive comfort loss.
Problem
The current MPC objective can still select appliance schedules that overlap with the VPP event window, especially water-heater preheating such as
17:00-19:00during an18:00-19:00VPP event.This hurts role-play user scores and weakens the interpretation of MPC as a demand-response baseline.
Observed Behavior
In
mpc_ep, the planner can choose:The run summary then reports:
Why This Matters
Even when total energy or thermal comfort looks acceptable, the user and grid-side objective should strongly discourage controllable appliances from running during VPP windows.
The current objective appears to under-penalize this behavior relative to comfort/cost terms.
Possible Fixes
Acceptance Criteria