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Combined Centralized and Local Voltage
Control in Active Distribution Networks
May 12, 2016
Young Researchers Symposium 2016
Hamid Soleimani Bidgoli (University of Liège)
Centralized controller: inputs and outputs
real-time
centralized
controller
𝑃, 𝑄 , 𝑉
V
(voltage set-point of LTC)
Measurements
(refreshed every ~ 10 s)
Corrections
(updated every ~ 10 s)
𝑃, 𝑄 , 𝑉
𝑃,𝑄,𝑉
𝑄 𝑐𝑜𝑟
2
Local controller-reactive power control
𝑄 𝑔
3
Why not two-level (centralized-local) controller?
 Fast response after any limit violation by local controller (lower
level);
 Wide coordination of the DGUs by centralized controller (upper
level), in order to adjust and complement the actions taken locally;
improve network reliability, since the local
controllers still act in case of communication
problems between the DGUs and the
centralized controller.
4
Two-level (centralized-local) controller
𝑄 𝑔
5
Voltage control architectures
Centralized
real-time
controller
Necessary
adjustments
Q
V
LOCAL
CONTROLLER
Q
V
LOCAL
CONTROLLER
Q
V
LOCAL
CONTROLLER
6
𝑚𝑖𝑛
𝑖=0
𝑁 𝑐−1
𝑸 𝑔 𝑘 + 𝑖 − 𝑸 𝑚𝑒𝑎𝑠(𝑘)
𝑾 𝑄
2
+ 𝜺 𝑺
2
subject to :
for 𝑖 = 1, … , 𝑁𝑝 ∶
𝑽 𝑘 + 𝑖 = 𝑽 𝑘 + 𝑖 − 1 + 𝑺 𝑉 𝑸 𝑔 𝑘 + 𝑖 − 1 − 𝑸 𝑔 𝑘 + 𝑖 − 2
−𝜀1 𝟏 +𝑽 𝑚𝑖𝑛
𝑘 + 𝑖 ≤ 𝑽 𝑘 + 𝑖 ≤ 𝑽 𝑚𝑎𝑥
𝑘 + 𝑖 + 𝜀2 𝟏
for 𝑖 = 1, … , 𝑁𝑐 ∶
𝑸 𝑔
𝑚𝑖𝑛 ≤ 𝑸 𝑔 𝑘 + 𝑖 ≤ 𝑸 𝑔
𝑚𝑎𝑥
∆𝑸 𝑔
𝑚𝑖𝑛≤ 𝑸 𝑔 𝑘 + 𝑖 − 𝑸 𝑔 𝑘 + 𝑖 − 1 ≤ ∆𝑸 𝑔
𝑚𝑎𝑥
𝜺 ≥ 0
Formulation of upper-level Model Predictive Control
𝑸 𝑐𝑜𝑟, 𝜺
7
Test system and control strategy
 22 DG units controlled
 controls adjusted every 10 s
 Nc = 3
 Np = 3
8
Simulation results-local control only
𝑉 𝑚𝑖𝑛
Voltages
Output reactive power
5% voltage drop on the HV
side of the transformer
9
Simulation results- both control levels acting
Voltages
Output reactive power
5% voltage drop on the HV
side of the transformer
10
𝑉 𝑚𝑖𝑛
Conclusion
 Depending on the DG technical limitations and the regulatory policies, some/all
of DG units can be equipped with the local controller.
 At the lower level, DGU output reactive powers are locally controlled according
to a piecewise linear Q(V) characteristic.
.
This local control provides a fast response to disturbances.
 At the higher (centralized) control level, model predictive control is used to
compute and send reactive power corrections to the local controllers.
.
The Q(V) characteristics of local controllers are updated, steering
them smoothly to produce the desired reactive powers.
11

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YRS2016

  • 1. Combined Centralized and Local Voltage Control in Active Distribution Networks May 12, 2016 Young Researchers Symposium 2016 Hamid Soleimani Bidgoli (University of Liège)
  • 2. Centralized controller: inputs and outputs real-time centralized controller 𝑃, 𝑄 , 𝑉 V (voltage set-point of LTC) Measurements (refreshed every ~ 10 s) Corrections (updated every ~ 10 s) 𝑃, 𝑄 , 𝑉 𝑃,𝑄,𝑉 𝑄 𝑐𝑜𝑟 2
  • 3. Local controller-reactive power control 𝑄 𝑔 3
  • 4. Why not two-level (centralized-local) controller?  Fast response after any limit violation by local controller (lower level);  Wide coordination of the DGUs by centralized controller (upper level), in order to adjust and complement the actions taken locally; improve network reliability, since the local controllers still act in case of communication problems between the DGUs and the centralized controller. 4
  • 7. 𝑚𝑖𝑛 𝑖=0 𝑁 𝑐−1 𝑸 𝑔 𝑘 + 𝑖 − 𝑸 𝑚𝑒𝑎𝑠(𝑘) 𝑾 𝑄 2 + 𝜺 𝑺 2 subject to : for 𝑖 = 1, … , 𝑁𝑝 ∶ 𝑽 𝑘 + 𝑖 = 𝑽 𝑘 + 𝑖 − 1 + 𝑺 𝑉 𝑸 𝑔 𝑘 + 𝑖 − 1 − 𝑸 𝑔 𝑘 + 𝑖 − 2 −𝜀1 𝟏 +𝑽 𝑚𝑖𝑛 𝑘 + 𝑖 ≤ 𝑽 𝑘 + 𝑖 ≤ 𝑽 𝑚𝑎𝑥 𝑘 + 𝑖 + 𝜀2 𝟏 for 𝑖 = 1, … , 𝑁𝑐 ∶ 𝑸 𝑔 𝑚𝑖𝑛 ≤ 𝑸 𝑔 𝑘 + 𝑖 ≤ 𝑸 𝑔 𝑚𝑎𝑥 ∆𝑸 𝑔 𝑚𝑖𝑛≤ 𝑸 𝑔 𝑘 + 𝑖 − 𝑸 𝑔 𝑘 + 𝑖 − 1 ≤ ∆𝑸 𝑔 𝑚𝑎𝑥 𝜺 ≥ 0 Formulation of upper-level Model Predictive Control 𝑸 𝑐𝑜𝑟, 𝜺 7
  • 8. Test system and control strategy  22 DG units controlled  controls adjusted every 10 s  Nc = 3  Np = 3 8
  • 9. Simulation results-local control only 𝑉 𝑚𝑖𝑛 Voltages Output reactive power 5% voltage drop on the HV side of the transformer 9
  • 10. Simulation results- both control levels acting Voltages Output reactive power 5% voltage drop on the HV side of the transformer 10 𝑉 𝑚𝑖𝑛
  • 11. Conclusion  Depending on the DG technical limitations and the regulatory policies, some/all of DG units can be equipped with the local controller.  At the lower level, DGU output reactive powers are locally controlled according to a piecewise linear Q(V) characteristic. . This local control provides a fast response to disturbances.  At the higher (centralized) control level, model predictive control is used to compute and send reactive power corrections to the local controllers. . The Q(V) characteristics of local controllers are updated, steering them smoothly to produce the desired reactive powers. 11