GMTypeLV

GM profile type with up to 4 distributions and temporal factors.

Profiles are identified by number and can contain multiple Gaussian mixture distributions with workday, weekend, and monthly scaling factors.

Import

from pyptp.elements.lv import GMTypeLV

Properties

Property	Type	Required	Default	Description
general	General	Yes	-
gm1_params	dict[str, Any]	No	{}
gm1_workdays	list[float]	No	[]
gm1_weekenddays	list[float]	No	[]
gm1_months	list[float]	No	[]
gm2_params	dict[str, Any]	No	{}
gm2_workdays	list[float]	No	[]
gm2_weekenddays	list[float]	No	[]
gm2_months	list[float]	No	[]
gm3_params	dict[str, Any]	No	{}
gm3_workdays	list[float]	No	[]
gm3_weekenddays	list[float]	No	[]
gm3_months	list[float]	No	[]
gm4_params	dict[str, Any]	No	{}
gm4_workdays	list[float]	No	[]
gm4_weekenddays	list[float]	No	[]
gm4_months	list[float]	No	[]
trend_workdays	list[float]	No	[]
trend_weekenddays	list[float]	No	[]
trend_months	list[float]	No	[]

Distribution

GM distribution with temporal factors.

Attributes: average: Mean value. standard_deviation: Standard deviation. work_days: Workday factors (up to 96). weekend_days: Weekend factors (up to 96). Months: Monthly factors (up to 12).

Property	Type	Required	Default	Description
average	float	No	0.0
standard_deviation	float	No	0.0
work_days	list[float]	No	[]
weekend_days	list[float]	No	[]
Months	list[float]	No	[]

General

Core properties for GM type profiles.

Attributes: number: Unique profile identifier. type: Profile type name (e.g., 'PV', 'EV'). indicator: Category indicator (e.g., 'Load', 'HP'). default_p: Default active power. cos_phi: Power factor. correlation: Correlation coefficient.

Property	Type	Required	Default	Description
number	int	No	0
type	str	No	""
indicator	str	No	""
default_p	float	No	0.0
cos_phi	float	No	0.98
correlation	float	No	0.0

Trend

Trend factors applied across all distributions.

Attributes: work_days: Workday trend factors (up to 96). weekend_days: Weekend trend factors (up to 96). months: Monthly trend factors (up to 12).

Property	Type	Required	Default	Description
work_days	list[float]	No	[]
weekend_days	list[float]	No	[]
months	list[float]	No	[]

Referenced Types

General

Core properties for GM type profiles.

Attributes: number: Unique profile identifier. type: Profile type name (e.g., 'PV', 'EV'). indicator: Category indicator (e.g., 'Load', 'HP'). default_p: Default active power. cos_phi: Power factor. correlation: Correlation coefficient.

Defined in pyptp.elements.lv.gm_type

Property	Type	Required	Default	Description
number	int	No	0
type	str	No	""
indicator	str	No	""
default_p	float	No	0.0
cos_phi	float	No	0.98
correlation	float	No	0.0