UseCase » Models as a service

Real-time flood monitoring pilot’s MaaS and their main input and output data are summarized in the table below.

Input data Processing service Output data
Designation Format Designation Format
ln1.1Water StageSOS observation Ps1 Discharge computation Out1.1 Discharge SOS observation
ln1.2Stage-discharge relationnumeric data series
ln2.1Water StageSOS observation Ps2 Stage n-days prognosis Out2.1 Stage prognosis 2D time series
ln2.2Upstream stations stageSOS observation
ln2.3Historical water stages2D time series
ln3.1User input
(planned energy production)
Numeric Ps3 Dam water evacuation Out3.1 Water evacuation plan 3D time series
ln3.2Discharge prognosis2D time series
ln3.3Dam parametersNumeric
ln3.4Upstream / Downstream water stage constraintsNumeric
ln3.5DischargeNumeric
ln3.6Dam water stageSOS observation
ln4.1Water StageSOS observation Ps4 Flood alerting Out4.1 Flood alerts map Vector map
ln4.2Stage prognosisNumeric
ln4.3Stage thresholds2D time series

The real-time flood monitoring models as a service

Revision january 2012

Ps1 Discharge computation

Compute the water discharge (Out1.1) for a given observation station. The computation is based on the current water stage (In1.1) and the stage-discharge relation of the observation station (In1.2).

Ps2 Stage n-days prognosis

This processing service predicts water stage (Out2.1) for a given observation station based on:

  • current stage (In2.1)
  • upstream stations water stages (In2.2)
  • historical stage values for given observation station and a set of upstream observation stations (In2.3)

The output is a time series of water stage for following n days (lead time). For each day within lead time, an uncertainty level is provided.

Ps3 Dam water evacuation

Dam water evacuation service proposes an evacuation plan (Out3.1) depending on following inputs:

  • discharge prognosis (In3.2)
  • planned energy production (3.1)
  • dam constraints (volume, minimum and maximum water levels, gates characteristics : width, opening, etc.) – In3.3
  • upstream and downstream water stages (In3.4)
  • water discharge (In3.5)
  • dam water stage (In3.6)

The evacuation plan will propose:

  • the gates that have to be open
  • the opening of each gate
  • the opening time interval

The water is evacuated through evacuation gates and / or hydro-power units (producing electrical power) and is strictly ruled by a joint (Romanian-Serbian) hydro-power plants regulation.

Ps4 Flood alert

Flood alert service evaluates the current water stage and the prognosis (In4.1, In4.2) and depending on stage thresholds (In4.3) in the observation points outputs a flood grade alert. This could be graphically represented on a map.