Title :
Optimized voltage and reactive power adjustment in power grids using the least-squares-method: Optimization of highly utilized power grids with stochastic renewable energy-sources
Author :
Leveringhaus, Thomas ; Hofmann, Habil Lutz
Author_Institution :
Div. of Power Supply, Inst. of Electr. Power Syst., Hanover, Germany
Abstract :
By adjusting the nodal voltage the reactive power is affected likewise and vice versa. In power system planning and power system management, power-flow-calculation is used to estimate the state of a power system. In the majority of cases only active power generation and consumption is known. To estimate the state of a power system, the voltage at the so called PV-nodes (nodes with variable reactive power injection but determined voltage) is determined with the nominal voltage. This approach is widely used but suboptimal: In highly utilized areas of the grid the determined voltage is too low, because the limitations of voltage become underruned at nodes with high consumption. In low utilized areas of the grid the determined voltage is too high, because limitations of voltage become overruned due to Ferrantis effect. This paper describes and evaluates an approach with the Gauss-Newton algorithm (least-squares-method) to minimize the deviation Δu = uK - unN/√3 of every node and to minimize the deviation Δcos(φ) = cos(φ) -1 of every node with active power generation. The approach is physically based and uses the Jacobian matrices of the power-flow-calculation. Mainly in highly utilized states of the grid a minimized Δu is necessary to assure the voltage stability. The simulation results reveal a great benefit and a high potential for both optimal voltage adjustment and reactive power adjustment to minimize Δcos(φ). To integrate stochastic renewable energy sources into power grids, intelligent power system planning and power system management tools are needed to assure reliable states of operation.
Keywords :
Jacobian matrices; least squares approximations; load flow; power generation planning; power generation reliability; power grids; power system management; power system stability; power system state estimation; renewable energy sources; stochastic processes; Ferrantis effect; Gauss-Newton algorithm; Jacobian matrices; PV-nodes; active power consumption; active power generation; determined voltage; highly-utilized power grids; least square method; nodal voltage; nominal voltage; operation sate reliability; optimized voltage adjustment; power flow calculation; power system management; power system planning; power system state estimation; reactive power adjustment; stochastic renewable energy sources; variable reactive power injection; voltage stability; Equations; Jacobian matrices; Mathematical model; Optimization; Power generation; Power grids; Reactive power; Gauss Newton algorithm; Jacobian matrix; Optimization of reactive power; cos(ϕ); least-squares-method; power flow; stochastic renewable energy sources; system planning and management; voltage adjustment;
Conference_Titel :
Power and Energy Systems (ICPS), 2011 International Conference on
Conference_Location :
Chennai
Print_ISBN :
INAVLID ISBN
DOI :
10.1109/ICPES.2011.6156648