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Bill Leithead Wind Energy and Control Centre University of StrathClyde Wind Farm Control

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Page 1: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Bill Leithead

Wind Energy and Control CentreUniversity of StrathClyde

Wind Farm Control

Page 2: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

General purpose farm controller

Wind farm simulation for control

Contents

Page 3: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

General Purpose Farm Controller

Page 4: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

A generic wind farm controller architecture has been adopted with the following attributes. It is hierarchical, decentralised and scalable. Top layer responds to grid requirements to determine an adjustment

in the power output from the wind farm. It may operate open-loop, eg to reduce the power output by a fixed

amount, or closed-loop, e.g to curtail the output from the farm to a fixed power level. The latter feedback is based on feedback of the total farm output.

Second layer determines change in power required from each turbine. Bottom layer is a generic interface to each turbine, the PAC. The only feedback permitted from each turbine to the first and

second layers are flags containing information on the state of the turbines and an estimate of the local wind speed.

General Purpose Farm Controller

Page 5: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

General Purpose Farm Controller

Page 6: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

This hierarchical structure of the wind farm controller ensures that the turbine controllers are not compromised The wind speed estimation is sufficiently good not to be influenced by

the state of the turbine The use of flags avoids the introduction of feedbacks based on the

state of the turbine The farm level feedback acting on the total power introduces

feedback round a single turbine but weakened by the inverse in the number of turbines

Tight control at the wind farm level can, thus, be achieved with very weak control of each turbine.

General Purpose Farm Controller

Page 7: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Simplified toplayer feedback

loop

Feedback loop for single turbine

General Purpose Farm Controller

Page 8: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Power Adjusting Controller (PAC)

Page 9: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Power Adjusting Controller (PAC)

The PAC has the following attributes. The PAC does not compromise the turbine controller since it is

essentially feed forward in nature It can be interpreted as changing the set point or operational strategy

of the wind turbine albeit in a continuous and dynamic manner. The turbine is kept within a safe operating region through the use of

the flags The change in output power from the turbine matches very accurately

the change in power requested Response of the turbine to the requested change can be very fast. Very little information about the turbine is required. No information is

required on turbine dynamics or the turbine controller. It is easily retrofitted.

Power Adjusting Controller (PAC)

Page 10: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

PAC jackets full envelope controller

Power Adjusting Controller (PAC)

Page 11: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Power Adjusting Controller (PAC)

Page 12: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

1rad/s Maximum difference is -0.2dB So PAC acts as feedforward

5MW turbine Wind speeds of

11.5 and 15m/s ∆P of 0.5, 1.0 and

1.5MW

Transmittance from pitch demand to generator speedwith/without PAC

Power Adjusting Controller (PAC)

Page 13: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

50 60 70 80 90 100 110 120 130 1400

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5x 10

4

Generator speed (rad/s)

Gen

erat

or T

orqu

e (N

m)

amber

green

red

Flexibility of operation achieved by continuously varying the operating strategy

The operating strategy curve has been replaced by a region.

Traffic light system used to keep within safe operating region

Normal operating strategy

Power Adjusting Controller (PAC)

Page 14: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

50 60 70 80 90 100 110 120 130 1400

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5x 10

4

Generator speed (rad/s)

Gen

erat

or T

orqu

e (N

m)

P1

P2

P3P4

P5

50 60 70 80 90 100 110 120 130 1400

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5x 10

4

Generator speed (rad/s)

Gen

erat

or T

orqu

e (N

m)

P6

P7

P8P9

P10

Individual turbine behaviour Traffic light boundaries constrain operational state

Power Adjusting Controller (PAC)

Page 15: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

5MW wind turbine in 9m/s mean wind speed

Power output with/without PAC

Increase in output power Full envelope controller mode switch

Difference in output with/without PAC

Power Adjusting Controller (PAC)

Page 16: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Absolute power outputsRelative power outputs

Provision of synthetic inertia

Power Adjusting Controller (PAC)

Page 17: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Applications

Page 18: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Ancillary Services Delivery of full range of ancillary services at the wind farm level has

been demonstrated− Curtailment, droop control and synthetic inertia, etc

No recourse to modifying turbine’s converter or controller Advantages compared to single turbine provision of AS

− Turbines can compensate each other− Only very weak feedback round turbines required

No significant increase observed but more detailed assessment required

Issues related to communications delays and grid frequency measurement addressed by Generator-Response Following concept

Lab based demonstration of GRF being conducted

Applications

Page 19: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Power optimisation and minimisation of loads Extent of benefits not clear More detailed assessment required Need a suitable wind simulation tool – StrathFarm

Applications

Page 20: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Wind Farm Simulation Tool

Page 21: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Wind Farm Simulation Tool

An analysis and design wind farm model and simulation tool is required with the following requirements Model wakes and wake interactions Model turbines in sufficient detail that tower, blade and drive-train

loads are sufficiently accurate to estimate the impact of turbine and farm controllers on loads.

Include commercial standard turbine controllers. Include wind farm controller and interface to turbine controllers. Very fast simulation of large wind farms; run in real time with 100

turbines on a standard PC. Flexibility of choice of farm layout, turbines & controllers and wind

conditions direction, mean wind speed and turbulence intensity.

All above requirements have been met by StrathFarm

Page 22: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

StrathFarm

Wind Farm Simulation Tool

Page 23: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Out-of-plane blade RBM In-plane blade RBM

Comparison of blade RBMs to Bladed ( ) at 15m/s

Wind Farm Simulation Tool

Page 24: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Comparison of tower loads to Bladed ( ) at 15m/s

Fore-and-aft tower RBM Side-to-side, tower RBM

Wind Farm Simulation Tool

Page 25: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Wind Farm Simulation ToolThe generic controller architecture has been tested

Example 5x5MW turbines curtailed to 9MW Mean wind speed 9m/s, TI 2%

1 2 3 4 5

WT Number

0

0.5

1

1.5

2

2.5

Mea

n Po

wer

Pro

duce

d [M

W]

No Curtailment

Even Curtailment

Proportional Curtailment

1 1.5 2 2.5 3 3.5 4 4.5 5

WT Number

4.57

4.58

4.59

4.6

4.61

4.62

4.63

4.64

DEL

In-P

lane

Bla

de R

BM

10 6

No Curtailment, mean DEL = 4633526.2475

Even Curtailment, mean DEL = 4587741.2738

Proportional Curtailment, mean DEL = 4588171.0889

Average power

Strategy 1 Strategy 2

DEL tower fore-aft RBM

Page 26: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Next steps− Enhance its batch processing capability− Add power systems aspects to cater for grid events− Improve the modelling of wakes

Wind Farm Simulation Tool

Page 27: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

Conclusion

Page 28: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

A general purpose controller architecture has been developed and demonstrated to be very effective.

It’s hierarchical, decentralised and scalable

A fast wind farm simulation tool has been developed for wind farm control design studies

Capable of simulating 100 turbines in real time on a standard PC

Conclusion

Page 29: Wind Farm Control Bill Leithead Wind Energy and Control Centre University of StrathClyde€¦ ·  · 2018-01-24Second layer determines change in power required from each turbine

AcknowledgementsThe following funding is gratefully acknowledged EPSRC EP/G037728/1 DTC Wind Energy Systems EPSRC EP/L016680/1 DTC Wind and Marine Energy Systems EPSRC EP/H018662/1 Supergen Wind Phase2 EPSRC EP/L014106/1 Supergen Wind Hub EPSRC EP/N006224/1 MAXFARM FP-ENERGY-2013.10.1.6: 609795 IRPWind

and the contributions from Adam Stock, Victoria Neilson, Lourdes Gala Santos, Saman Poushpas,

Sung-Ho Hur, Giorgio Zorzi, Lindsey Amos, Velissarios Kourkoulis and David Campos-Gaona