Strategy Management

Configure energy optimization strategies

Name	Building	Scope	Mode	Algorithm	Energy	Comfort	Status
Lettuce MPC Balance	Greenhouse A	per-zone	balance	MPC-NMPCclassic	28,500 kWh	87	active
Lettuce MPC Conservative	Greenhouse A	per-zone	conservative	MPC-LPVclassic	16,700 kWh	92	active
Strawberry RL Aggressive	Berry House	whole-building	aggressive	SACrl	19,400 kWh	84	active
Vertical Farm Default	Vertical Tower	multi-zone	default	NSGA-IIevolutionary	12,700 kWh	89	active
Lab Precision Control	Lab Building	per-zone	conservative	PID-MPCclassic	12,800 kWh	95	inactive

Default

Standard energy-saving MPC

Expected savings12%

Energy

40%

Comfort

40%

Cost

20%

Conservative

Prioritize plant comfort

Expected savings6%

Energy

20%

Comfort

60%

Cost

20%

BalancedActive

Balanced energy and comfort

Expected savings18%

Energy

35%

Comfort

35%

Cost

30%

Aggressive

Maximum energy savings

Expected savings25%

Energy

60%

Comfort

15%

Cost

25%

Candidate	Family	Fitness	Energy Saved	Comfort	Training Time	Status
MPC-NMPCBest	classic	92.3	18.5%	87	30m	completed
CMA-ES	evolutionary	89.7	20.1%	82	40m	completed
PPO	rl	91.1	22.3%	80	1.0h	completed