Research Article

Model Predictive Control for Load Frequency Control with Wind Turbines

Table 1

Power system variables and parameter.

Parameter/variableDescriptionUnit

Angular velocity of rotorrad/s
Angular velocity of high speed shaft and generatorrad/s
Generator reaction torqueNm
Aerodynamic torqueNm
Total stiffness on low speed shaftNm/rad
Inertia of the rotor (low speed shaft and gearbox)Kgm2
Inertia of the rotor (high speed shaft and gearbox)Kgm2
Exchange ratioNull
Efficiency of the gear box%
Actuator time constants
Actuator gainHz/p.u.MW
Wind speedm/s
Pitch demandrad
Pitch anglerad
Power demandp.u.MW
The output of wind turbinep.u.MW
Frequency deviationHz
Generator output power deviationp.u.MW
Governor valve position deviationp.u.
Governor valve servomotor position deviationp.u.
Tie-line active power deviationp.u.MW
Load disturbancep.u.MW
Power system gainHz/p.u.MW
Reheat turbine gainHz/p.u.MW
Power system time constants
Reheat turbine time constants
Water starting times
, Hydro governor time constantss
Thermal governor time constants
Turbine time constants
Interconnection gain between control areasp.u.MW
Frequency bias factorp.u.MW/Hz
Speed drop due to governor actionHz/p.u.MW
Area control errorp.u.MW