Equipment configuration

version: '1.0'

equipment:
  - name: string # Name of the equipment
    id: string # ID of the equipment
    <<: *template_equipment # Reference to the equipment template
    sensor: ...

version: '1.0'

# Equipment and sensor templates
template_equipment: &template_equipment
  dataops:
    normalization:
      units: string # Units for normalization
      scale: float # Scale for normalization
      offset: float # Offset for normalization
      method: string # Method for normalization
      missing_values: 
        strategy: string # Strategy for handling missing values
        fill_value: string # Fill value for missing values
    transformation:
      aggregation:
        method: string # Method for aggregation
        window: int # Window for aggregation
        stride: int # Stride for aggregation
      calculation:
        operation: string # Operation for calculation
        operands: list # Operands for calculation
      filtering:
        method: string # Method for filtering
        parameters: list # Parameters for filtering
      feature_extraction:
        method: string # Method for feature extraction
        parameters: list # Parameters for feature extraction
      dimensionality_reduction:
        method: string # Method for dimensionality reduction
        number_of_dimensions: int # Number of dimensions for dimensionality reduction