Strategy Selection

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A

Strategy Selection

Select and compare operation modes for each building strategy. Each mode balances energy savings, plant comfort, and cost differently. Expand a strategy to see algorithm candidate performance.

Average Expected Savings by Mode

Greenhouse A

· 2 strategies

MPC strategy for lettuce growth balancing energy savings and plant comfort.

Operation Modes

Savings Comparison

Algorithm Candidates

MPC-NMPC

Fitness

92.3

Energy

18.5%

Comfort

87

Cost

16.2%

completed
PPO

Fitness

91.1

Energy

22.3%

Comfort

80

Cost

19.5%

completed
CMA-ES

Fitness

89.7

Energy

20.1%

Comfort

82

Cost

18.8%

completed
Comfort: 87/100Cost: ¥17,100/moMode: balance

Conservative MPC for sensitive growth stages.

Operation Modes

Savings Comparison

Comfort: 92/100Cost: ¥10,020/moMode: conservative

Berry House

· 1 strategy

RL agent optimized for strawberry yield.

Operation Modes

Savings Comparison

Comfort: 84/100Cost: ¥11,640/moMode: aggressive

Vertical Tower

· 1 strategy

Energy-efficient strategy for indoor vertical farming.

Operation Modes

Savings Comparison

Comfort: 89/100Cost: ¥7,620/moMode: default

Lab Building

· 1 strategy

Ultra-precise lab environment control.

Operation Modes

Savings Comparison

Comfort: 95/100Cost: ¥7,680/moMode: conservative