Traffic Complexity Score Dataset

Data description

The PRU, in close collaboration with ANSPs, has defined a set of complexity indicators that can be applied in ANSP benchmarking. The complexity indicators are computed on a systematic basis for each day of the year. The complexity indicators are based on the concept of “interactions” arising when there are two aircraft in the same “place” at the same time. Hence, the Complexity Score is a measure of the potential number of interactions between aircraft defined as the total duration of all interactions (in minutes) per flight-hour controlled in a given volume of airspace. The Complexity Score is the product of two components: Traffic density and Structural index.

The traffic density is expressed in Adjusted density which measures the (uneven) distribution of traffic throughout the airspace (i.e. taking into account the relative concentration). The measure relies on dividing the airspace volume into a discrete grid of 20 nautical mile cells. An interaction is defined as the simultaneous presence of two aircraft in a cell of 20x20 nautical miles and 3,000 feet in height.

The structural index originates from horizontal, vertical, and speed interactions and is computed as the sum of the three indicators.

Horizontal interactions index: A measure of the complexity of the flow structure based on the potential interactions between aircraft on different headings. The indicator is defined as the ratio of the duration of horizontal interactions to the total duration of all interactions.

Horizontal interactions.

Figure 1: Horizontal interactions.

Vertical interactions index: A measure of the complexity arising from aircraft in vertical evolution based on the potential interactions between climbing, cruising and descending aircraft. The indicator is defined as the ratio of the duration of vertical interactions to the total duration of all interactions.

Vertical interactions.

Figure 2: Vertical interactions.

Speed interactions indicator: A measure of the complexity arising from the aircraft mix based on the potential interactions between aircraft of different speeds. The indicator is defined as the ratio of the duration of speed interactions to the total duration of all interactions.

Speed interactions.

Figure 3: Speed interactions.

More information on the methodology used for the computation of the complexity score see (ACE Working Group on Complexity 2006).

Column naming and types

Column name Data source Label Description Example
YEAR Network Manager YEAR Reference year 2014
MONTH_NUM Network Manager MONTH Month (numeric) 1
MONTH_MON Network Manager MONTH_MON Month (3-letter code) JAN
FLT_DATE Network Manager DATE_FLT Date of flight 12-01-2014
ENTITY_NAME PRU ENTITY_NAME Entity name Slovenia Control
ENTITY_TYPE PRU ENTITY_TYPE Type of the entity to which the data relates (ANSP, FAB, AREA) ANSP (AUA)
CPLX_FLIGHT_HRS NM/PRU CPLX_FLIGHT_HRS Complexity flight hours 89.4
CPLX_INTER NM/PRU CPLX_INTER Complexity interactions (hours of interactions) 9.4
VERTICAL_INTER_HRS NM/PRU VERTICAL_INTER_HRS Hours of vertical interactions 1.0
HORIZ_INTER_HRS NM/PRU HORIZ_INTER_HRS Hours of horizontal interactions 5.8
SPEED_INTER_HRS NM/PRU SPEED_INTER_HRS Hours of speed interactions 1.5

Calculated Field(s)

\[ \begin{align*} \text{Adjusted Density} & = \frac{\text{CPLX_INTER}}{\text{CPLX_FLIGHT_HRS}} 60 \\ \text{Vertical interactions} & = \frac{\text{VERTICAL_INTER_HRS}}{\text{CPLX_FLIGHT_HRS}} 60 \\ \text{Horizontal interactions} & = \frac{\text{HORIZ_INTER_HRS}}{\text{CPLX_FLIGHT_HRS}} 60 \\ \text{Speed interactions} & = \frac{\text{SPEED_INTER_HRS}}{\text{CPLX_FLIGHT_HRS}} 60 \\ \text{Vertical Score} & = \frac{\text{VERTICAL_INTER_HRS}}{\text{CPLX_INTER}} \\ \text{Horizontal Score} & = \frac{\text{HORIZ_INTER_HRS}}{\text{CPLX_INTER}} \\ \text{Speed Score} & = \frac{\text{SPEED_INTER_HRS}}{\text{CPLX_INTER}} \\ \text{Structural Index} & = \frac{\text{VERTICAL_INTER_HRS} + \text{HORIZ_INTER_HRS} + \text{SPEED_INTER_HRS}}{\text{CPLX_INTER}} \\ \text{Complexity Score} & = \frac{\text{VERTICAL_INTER_HRS} + \text{HORIZ_INTER_HRS} + \text{SPEED_INTER_HRS}}{\text{CPLX_FLIGHT_HRS}} 60 \end{align*} \]

References

ACE Working Group on Complexity. 2006. “Report on Complexity Metrics for ANSP Benchmarking Analysis,” April. https://www.eurocontrol.int/sites/default/files/2019-06/2006-complexity-metrics-report.pdf.