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Real-time simulator requirement
for micro-grid simulation
vs large power system
Presented by
Luc-André Grégoire
International Conference on Industrial Technology
March 17th-19th, 2015
2
Outline
2
- Presentation of real-time simulation
- Large power system simulation technique
- Micro-grid challenges for real-time simulation
- Distributed simulation approach
3
Presentation of real-time simulation
How many type of real-time simulation exist?
Pure Simulation
Controller Plant
IOs
4
Presentation of real-time simulation
How many type of real-time simulation exist?
Controller Plant
IOs
Real-time simulation
5
Presentation of real-time simulation
How many type of real-time simulation exist?
Rapid Controller
Prototyping
(RCP)
IOs
Controller
Plant
IOs
Controller Plant
IOs
Real-time simulation
6
Presentation of real-time simulation
6
How many type of real-time simulation exist?
IOs
Controller
Plant
IOs
Hardware-In-the-Loop
(HIL)
7
Presentation of real-time simulation
7
How many type of real-time simulation exist?
IOs
Controller
Plant
IOs
Hardware-In-the-Loop
(HIL)
Controller
Plant
Real-plant
Power amplifier
Power signals
IOs
IOs
Power-Hardware-In-the-Loop
(PHIL)
8
Presentation of real-time simulation
8
How does real-time simulation work?
9
Presentation of real-time simulation
9
How does real-time simulation work?
𝑋 = 𝐴𝑋 + 𝐵𝑈
𝑌 = 𝐶𝑋 + 𝐷𝑈
𝑋 𝑛 = 𝐴𝑋 𝑛−1 + 𝐹𝑈 𝑛
𝑌𝑛 = 𝑃𝑋 𝑛−1 + 𝑄𝑈 𝑛
𝑒𝑞𝑢𝑎𝑡𝑖𝑜𝑛𝑠 𝑠𝑜𝑙𝑣𝑒𝑑 𝑏𝑦 𝑅𝑇𝑆
𝑧 = 𝑒 𝑠𝑇
10
Presentation of real-time simulation
10
How does real-time simulation work?
11
Presentation of real-time simulation
11
How does real-time simulation work?
12
Presentation of real-time simulation
12
How does real-time simulation work?
13
Presentation of real-time simulation
13
How does real-time simulation work?
14
Presentation of real-time simulation
14
How does real-time simulation work?
15
Presentation of real-time simulation
15
How does real-time simulation work?
16
Presentation of real-time simulation
16
How does real-time simulation work?
𝑋 𝑎
𝑛
𝑋 𝑏
𝑛 =
𝐴 𝑎 0
0 𝐴 𝑏
𝑋 𝑎
𝑛_1
𝑋 𝑏
𝑛_1 +
𝐵𝑎 0
0 𝐵 𝑏
𝑈 𝑎
𝑛
𝑈 𝑏
𝑛
𝑋 𝑎
𝑛
𝑋 𝑏
𝑛 =
𝐴 𝑎 𝐴 𝑎𝑏
𝐴 𝑏𝑎 𝐴 𝑏
𝑋 𝑎
𝑛_1
𝑋 𝑏
𝑛_1 +
𝐵𝑎 𝐵 𝑎𝑏
𝐵 𝑏𝑎 𝐵 𝑏
𝑈 𝑎
𝑛
𝑈 𝑏
𝑛
17
Outline
17
- Presentation of real-time simulation
- Large power system simulation technique
- Micro-grid challenges for real-time simulation
- Distributed simulation approach
18
Large power system simulation technique
18
• Specialized software
• ARTEMiS
• SSN
• Traditional method
• Distributed parameter line
• Stubline
• Voltage/Current source
19
Large power system simulation technique
19
• Distributed parameter line (DPL)
20
Large power system simulation technique
20
• Distributed parameter line (DPL)
21
Large power system simulation technique
21
• Distributed parameter line (DPL)
22
Large power system simulation technique
22
• Stubline
23
Large power system simulation technique
23
• Stubline
𝐶 =
𝑇𝑠2
𝐿
Ts
24
Large power system simulation technique
24
• Stubline
Ts
𝐿 =
𝑇𝑠2
𝐶
Ts
25
Large power system simulation technique
25
• Voltage/Current source
26
Large power system simulation technique
26
• Voltage/Current source
27
Outline
27
- Presentation of real-time simulation
- Large power system simulation technique
- Micro-grid challenges for real-time simulation
- Distributed simulation approach
28
Micro-grid challenges for real-time simulation
28
• Distributed parameter line (DPL)
1 km
𝑇𝑠 = 50 × 10−6 𝑇𝑠 = 500 × 10−9
2929
• Stubline
𝐶 =
𝑇𝑠2
𝐿
Micro-grid challenges for real-time simulation
SI PU
Nominal power 100 kVA 1
Nominal voltage 600 V 1
Nominal frequency 50 Hz 1
Line impedance 1.1 mH 0.1
Capacitor
conductance (50 Hz)
2.18 µF 0.0025
Capacitor
conductance (5 kHz)
2.18 µF 0.25
𝑇𝑠 = 50 × 10−6
3030
• Stubline
𝐶 =
𝑇𝑠2
𝐿
Micro-grid challenges for real-time simulation
SI PU
Nominal power 100 kVA 1
Nominal voltage 600 V 1
Nominal frequency 50 Hz 1
Line impedance 1.1 mH 0.1
Capacitor
conductance (50 Hz)
2.18 µF 0.0025
Capacitor
conductance (5 kHz)
2.18 µF 0.25
SI PU
Nominal power 100 kVA 1
Nominal voltage 600 V 1
Nominal frequency 50 Hz 1
Line impedance 1.1 mH 0.1
Capacitor
conductance (50 Hz)
87.27 nF 0.00001
Capacitor
conductance (5 kHz)
87.27 nF 0.01
𝑇𝑠 = 10 × 10−6
3131
Micro-grid challenges for real-time simulation
32
Outline
32
- Presentation of real-time simulation
- Large power system simulation technique
- Micro-grid challenges for real-time simulation
- Distributed simulation approach
3333
Distributed simulation approach
3434
Distributed simulation approach
1 2
3
1 2 3
Pure and RT
simulation application
3535
Distributed simulation approach
1 2
3
1 2 3
HIL application
3636
Distributed simulation approach
RCP simulation
application
3737
Distributed simulation approach

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Real-time simulator requirement for micro-grid simulation vs large power system

Editor's Notes

  1. In this presentation I’ll identify difference between microgrid and large network. Also the different application of RTS in microgrid application.
  2. 1- Using RTS alone with both controller and plant simulated is pure simulation and not RT simulation.
  3. 2- If IO are used to communicate between controller and plant then it is RT simulation
  4. 3- When real-plant is available, RTS can be used to iterate different command law (very expensive DSP)
  5. 1- Once you’ve bought a small DSP and implemented your controller, plant can be simulated for various test (see what happen for a 40kVdc phase-phase fault not safe for lab test) 2- HIL can also be used to test some hardware using power amplifier.
  6. 1- Once you’ve bought a small DSP and implemented your controller, plant can be simulated for various test (see what happen for a 40kVdc phase-phase fault not safe for lab test) 2- HIL can also be used to test some hardware using power amplifier.
  7. First you find equations to be solved and then you discretize them. Using fixed-step solver
  8. First you find equations to be solved and then you discretize them. Using fixed-step solver
  9. Fixed-step solvers are used since the model need to be synchronized with real world. 1- read input 2- solve model 3- output results
  10. If the model to solve is too big, it might not be possible to solve within 1 time-step One solution is to increase the time-step. Doing so a stable model can become unstable
  11. If the model to solve is too big, it might not be possible to solve within 1 time-step One solution is to increase the time-step. Doing so a stable model can become unstable
  12. If the model to solve is too big, it might not be possible to solve within 1 time-step One solution is to increase the time-step. Doing so a stable model can become unstable
  13. If the model to solve is too big, it might not be possible to solve within 1 time-step One solution is to increase the time-step. Doing so a stable model can become unstable
  14. Using decoupling method, equations can be decoupled and solved in parallel. Allowing to keep a smaller time-step. We need to go from 1st matrix to the 2nd
  15. Using decoupling method, equations can be decoupled and solved in parallel. Allowing to keep a smaller time-step. We need to go from 1st matrix to the 2nd
  16. Specialized software, with proprietary methods can be used Literature also refers to more open technique
  17. Taking into account propagation delay in a line, two system can be solved in parallel Rule of thumb 100km take at least 50µs Smaller time-step can still be used Dynamic of the system is rather slow, therefore 50µs is ok.
  18. Taking into account propagation delay in a line, two system can be solved in parallel Rule of thumb 100km take at least 50µs Smaller time-step can still be used Dynamic of the system is rather slow, therefore 50µs is ok.
  19. Taking into account propagation delay in a line, two system can be solved in parallel Rule of thumb 100km take at least 50µs Smaller time-step can still be used Dynamic of the system is rather slow, therefore 50µs is ok.
  20. Propagation delay again but parasitic capacitors are added to achieve same parameters as DPL with exactly 1 step delay
  21. Propagation delay again but parasitic capacitors are added to achieve same parameters as DPL with exactly 1 step delay
  22. Propagation delay again but parasitic capacitors are added to achieve same parameters as DPL with exactly 1 step delay
  23. When a large state is available, like a DC capacitor. If DC voltage is constant over 1 time-step, it can be decoupled. Each converter has a controlled voltage source, and the value is obtained by injecting each dc current in a capacitor
  24. When a large state is available, like a DC capacitor. If DC voltage is constant over 1 time-step, it can be decoupled. Each converter has a controlled voltage source, and the value is obtained by injecting each dc current in a capacitor
  25. Now instead of 50µs, Ts has to be around 500ns. Also generation is much small machine, therefore the inertia is much smaller too. Basically dynamics of smart-grid are much faster, requiring smaller time-step.
  26. In the case of STUBLINE, at 50µs, for a 0.1pu of impedance, gives a capacitor of 0.0025pu. Less than 1% losses so it is negligible at 50Hz. At 5kHz, it becomes 0.25pu which greatly impact results This can be all solved by reducing the time-step.
  27. In the case of STUBLINE, at 50µs, for a 0.1pu of impedance, gives a capacitor of 0.0025pu. Less than 1% losses so it is negligible at 50Hz. At 5kHz, it becomes 0.25pu which greatly impact results This can be all solved by reducing the time-step.
  28. 1- Many RTS use different technology for IO and for computation 2- During input/ouput, conditionning can be done. Filtering, pulse generation 3- To some extend, the whole model could be done on FPGA reducing time step and therefore losses and latency 4- CPU can be used for slower computation, like a controller at 50µs while FPGA is running much faster
  29. Taking the different structure of microgrid: Ring Radial Mesh Regrouping some part of the model, it could then be distributed over different RTS. This can be achieved if High speed link are available Small time-step of simulation
  30. When flexible RTS are used, they can be used for different part of the project. 1- can be used for pure simulation and RT-simulation 2- Removing the CTRL from RTS, can be interfaced with external controller
  31. When flexible RTS are used, they can be used for different part of the project. 1- can be used for pure simulation and RT-simulation 2- Removing the CTRL from RTS, can be interfaced with external controller
  32. RCP simulation can be achieved if the microgrid is available in the lab. Even a mix between RPC, PHIL, etc…
  33. Some part of the circuit can be simulated, some can be real, interfaced with power amplifier