A Single-Phase Multi-level D-STATCOM Inverter Using...
Transcript of A Single-Phase Multi-level D-STATCOM Inverter Using...
![Page 1: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/1.jpg)
A Single-Phase Multi-level D-STATCOM Inverter Using Modular Multi-level Converter (MMC)
Topology For Renewable Energy Sources October, 2013
PhD Defense: Pedram Sotoodeh Major advisor: Dr. Ruth Douglas Miller
![Page 2: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/2.jpg)
A combination of an inverter and a D-STATCOM in a single unit without additional cost
Goal: To control the power factor (PF) on feeder lines
The D-STATCOM option permits the inverter to deliver reactive power fully independent of the wind speed
Two modes of operation:
When wind speed is too low: Wind turbine is disconnected from the inverter
Inverter acts as a source of reactive power to control PF of the grid (D-STATCOM)
When wind is blowing: Inverter is able to control active and reactive power (Inverter + D-STATCOM )
Page 2
What is D-STATCOM inverter?
![Page 3: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/3.jpg)
Page 3
Proposed D-STATCOM Inverter Configuration
Complete configuration of the proposed inverter with FACTS capability
![Page 4: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/4.jpg)
Multi-level Inverter Topologies
History of multi-level inverters goes back to the 1970s
For medium- to high-power applications: Large-scale utility applications, electric vehicles, and inverters for renewable
energy systems
Lower switching frequency
Lower THD: Reduces AC filtering
Less 𝑑𝑣 𝑑𝑡 and therefore less voltage stress on the switches
More components
Complex control strategy
Page 4
Multi-level Inverters
![Page 5: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/5.jpg)
Page 5
Literature Review (Contd…)
Classification of multi-level voltage source converters
![Page 6: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/6.jpg)
Page 6
Number of Components for 11-level Topologies
11-Level
Comparison of Components For
Different Single-Phase Multi-Level
Topologies
Switches DC Link
Capacitors
Clamping
Diodes
Auxiliary
Capacitors
Inductors DC
Sources
Total
NPC 20 10 90 0 0 1 121
FC 20 10 0 45 0 1 76
CHB 20 0 0 0 0 5 25
HC 38 10 72 9 0 1 130
CHB-Single Source 20 4 0 0 0 1 25
SMC 20 0 0 8 0 2 30
MMC 40 2 0 20 2 1 65
Number of components for 11-level inverter
![Page 7: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/7.jpg)
Modular Multi-level Converter (MMC)
Modular topology Scalable to any level
Simple structure
No need for snubber circuits
Requires only one DC source
Can deliver both active and reactive power
Requires many capacitors!
Page 7
Modular Multi-level converter (MMC)
It seems that MMC is an ideal choice for our application
![Page 8: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/8.jpg)
An n-level, single-phase MMC consists of:
A series connection of 2(𝑛 − 1) basic sub-modules (SMs)
Two buffer inductors
Each Sub-module (SM):
Two switches and a capacitor
The output voltage of each SM switches between: - Its capacitor voltage (𝑉𝑐): The SM is so-called ON
- Zero : The SM is so-called OFF
A complicated control method is needed
to maintain balanced capacitor voltages
Page 8
MMC (Cntd…)
![Page 9: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/9.jpg)
Page 9
MMC (Cntd…)
Configuration of the MMC topology Configuration of each sub-module (SM)
![Page 10: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/10.jpg)
Page 10
Phase Disposition PWM (PDPWM)Technique
PDPWM technique for an 11-level inverter Output Voltage
![Page 11: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/11.jpg)
The active and reactive power flow of the D-STATCOM inverter is governed by:
𝑃𝑆 = 𝑚𝐸𝑆𝐸𝐿
𝑋sin 𝛿 (*) and 𝑄𝑠 =
𝑚𝐸𝑠𝐸𝐿 cos 𝛿−𝐸𝐿2
𝑋 (**)
Page 11
Proposed Control Strategy
The proposed control strategy for MMC D-STATCOM inverter
![Page 12: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/12.jpg)
Page 12
Simulations
Parameter Value for 5-level model Value for 11-level model
𝐿𝑙𝑖𝑛𝑒 1 mH 1 mH
𝑅𝑙𝑖𝑛𝑒 1 Ohm 1 Ohm
𝐿𝑓𝑖𝑙𝑡𝑒𝑟 25 mH 20 mH
𝐶𝑓𝑖𝑙𝑡𝑒𝑟 90 uF 70 uF
Transformer power rating 25 kVA 25 kVA
Transformer primary voltage 12000 V 12000 V
Transformer secondary voltage 600 V 600 V
Switching frequency 4 kHz 3 kHz
Target PF 0.80, 0.90, 0.95 0.80, 0.90, 0.95
DC link reference value 2500 V 2000 V
Initial voltages of DC link capacitors 1250 V 1000 V
Initial voltages of SM capacitors 625 V 200 V
Transformer inductance
𝑅1 = 0.001 𝑝. 𝑢., 𝐿1 = 0.001 𝑝. 𝑢.
𝑅2 = 0.001 p.u., 𝐿2 = 0.002 𝑝. 𝑢.
𝑅1 = 0.001 𝑝. 𝑢., 𝐿1 = 0.001 𝑝. 𝑢.
𝑅2 = 0.001 p.u., 𝐿2 = 0.002 𝑝. 𝑢.
Parameter values used for simulations
![Page 13: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/13.jpg)
Page 13
Simulations (Cntd…) Time (s) Loads Load P & Q Load PF Target PF
0 1 50 kW, 35 kVAR 0.82 0.90
1 1 50 kW, 35 kVAR 0.82 0.90
2 1 50 kW, 35 kVAR 0.82 0.90
3 2 50 kW, 28 kVAR 0.87 0.90
4 2 50 kW, 28 kVAR 0.87 0.90
5 2 50 kW, 28 kVAR 0.87 0.90
6 2+3 60 kW, 31 kVAR 0.89 0.90
7 2+3 60 kW, 31 kVAR 0.89 0.90
8 2+3+4 65 kW, 42 kVAR 0.84 0.90
9 2+3+4 65 kW, 42 kVAR 0.84 0.90
10 2+4 55 kW, 39 kVAR 0.81 0.90
11 2+4 55 kW, 39 kVAR 0.81 0.90
12 2 50 kW, 28 kVAR 0.87 0.90
13 2 50 kW, 28 kVAR 0.87 0.90
14 1 50 kW, 35 kVAR 0.82 0.90
15 1 50 kW, 35 kVAR 0.82 0.90
16 1 50 kW, 35 kVAR 0.82 0.90
17 1 50 kW, 35 kVAR 0.82 0.90
18 1 50 kW, 35 kVAR 0.82 0.90
19
.
.
43
1
.
.
1
50 kW, 35 kVAR
.
.
50 kW, 35 kVAR
0.82
.
.
0.82
0.90
.
.
0.90
44 1 50 kW, 35 kVAR 0.82 0.90
Output active power from the wind turbine: 45-second simulation
![Page 14: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/14.jpg)
Page 14
Simulation Results for 5-level Model
2.7 2.702 2.704 2.706 2.708 2.71 2.712 2.714 2.716
-500
0
500
FFT window: 1 of 2700 cycles of selected signal
Time (s)
0 1000 2000 3000 4000 5000 60000
0.02
0.04
0.06
0.08
0.1
0.12
0.14
Frequency (Hz)
Fundamental (60Hz) = 849.4 , THD= 0.24%
Mag (
% o
f F
undam
enta
l)
2.72 2.722 2.724 2.726 2.728 2.73 2.732 2.734 2.736
-20
0
20
FFT window: 1 of 2700 cycles of selected signal
Time (s)
0 1000 2000 3000 4000 5000 60000
1
2
3
4
Frequency (Hz)
Fundamental (60Hz) = 21.39 , THD= 5.83%
Mag (
% o
f F
undam
enta
l)
0.24% 5.83%
Simulated output voltage before and after the filter Output current on both sides of the distribution transformer
FFT of the filtered output voltage of the 5-level inverter FFT of the inverter-side current
![Page 15: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/15.jpg)
Page 15
Simulation Results for 5-level Model (Cntd…)
PF of the local distribution grid
Active and reactive power of the feeder line
Active and reactive power delivered by the inverter
Power angle and modulation index of the inverter
![Page 16: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/16.jpg)
Page 16
Simulation Results for 11-level Model
2.5 2.502 2.504 2.506 2.508 2.51 2.512 2.514 2.516
-500
0
500
FFT window: 1 of 158.8 cycles of selected signal
Time (s)
0 1000 2000 3000 4000 5000 60000
0.05
0.1
Frequency (Hz)
Fundamental (60Hz) = 849.5 , THD= 0.23%
Mag (
% o
f F
undam
enta
l)
2.52 2.522 2.524 2.526 2.528 2.53 2.532 2.534 2.536
-20
0
20
FFT window: 1 of 158.8 cycles of selected signal
Time (s)
0 1000 2000 3000 4000 5000 60000
0.5
1
1.5
2
2.5
Frequency (Hz)
Fundamental (60Hz) = 22.21 , THD= 3.46%
Mag (
% o
f F
undam
enta
l)
0.23% 3.46%
Simulated output voltage before and after the filter Output current on both sides of the distribution transformer
FFT of the filtered output voltage of the 11-level inverter FFT of the inverter-side current
![Page 17: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/17.jpg)
Page 17
Simulation Results for 11-level Model (Cntd…)
Simulated output voltage before and after the filter Output current on both sides of the distribution transformer
FFT of the filtered output voltage of the 5-level inverter FFT of the inverter-side current
![Page 18: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/18.jpg)
Page 18
PQ Diagrams
P-Q diagram of the proposed inverter in terms of device’s capability
P-Q diagram of the system considering the operating conditions
![Page 19: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/19.jpg)
Page 19
Setup Implementation
A 5-level and 11-level model of the system has been built and tested
![Page 20: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/20.jpg)
Page 20
Setup Implementation (Cntd…)
5-level reduced scale model The opto-coupler isolation board designed for the 5-level system
![Page 21: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/21.jpg)
Page 21
Setup Implementation (Cntd…)
![Page 22: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/22.jpg)
Page 22
Experimental Results
Voltage and current waveforms of the grid before compensation
Active power, reactive power, and PF of the grid before compensation
![Page 23: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/23.jpg)
Page 23
Experimental Results (Cntd…)
Unfiltered output voltage of the 5-level inverter Filtered output voltage and current of the 5-level inverter
THD of the filtered output voltage and current of the 5-level inverter
![Page 24: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/24.jpg)
Page 24
Experimental Results (Cntd…)
THD of filtered output voltage and current of the 11-level inverter
Unfiltered output voltage of the 11-level inverter Filtered output voltage and current of the 11-level inverter
![Page 25: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/25.jpg)
Page 25
Experimental Results (Cntd…)
System parameters after compensation when wind is blowing (Target PF=0.90)
![Page 26: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/26.jpg)
Page 26
Comparison Between 5- and 11-level Experiments
Parameter 5-level Model 11-level Model
Output Filter 10 mH, 25 uF 2.5 mH, 12 mF
Switching Frequency 3 kHz 2 kHz
Efficiency 93% 94%
Distribution Transformer 120:24 120:24
Current THD 4.2% 2.7%
Voltage THD 2.1% 2.1%
Compatibility with IEEE 519
Standard
Yes Yes
![Page 27: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/27.jpg)
Page 27
Cost Comparison Between 5- and 11-level Prototype Models
Component 5-level model 11-level model Cost: 5-level Cost: 11-level
SMs capacitor 8 (50 V, 1000 uF)
Each: $ 0.94
20 (25 V, 1000 uF)
Each: $ 0.23
~ $ 8 ~ $ 5
DC link capacitor 2 (50 V, 1000 uF)
Each: $ 0.94
2 (50 V, 1000 uF)
Each: $ 0.94
~ $ 2 ~ $ 2
Arm inductor 2 (5 mH, 1 A)
Each: $ 30
2 (5 mH, 1 A)
Each: $ 30
~ $ 60 ~ $ 60
Power Switch 16 (IRF 510)
Each: $ 0.91
40 (IRF 510)
Each: $ 0.91
~ $ 16 ~ 40
Gate Drive Module 16
HCPL 3120, resistors,
Schottkey & Zener diodes
Each: ~ $ 5
40
HCPL 3120, resistors,
Schottkey & Zener diodes
Each: ~ $ 5
~ $ 80 ~ $ 200
PC Board $ 66 (2 Boards) $ 99 (3 Boards) ~ $ 66
~ $ 99
Isolation Module 8: opto-coupler, resistors,
diodes, capacitors. Each: $ 3
20: opto-coupler, resistors,
diodes, capacitors. Each: $ 3
~ $ 24 ~ $ 60
Miscellaneous
connectors, sensors
including 14A-2.5R12,
13/10TALEMA, connectors
Each: $ 20
including 14A-2.5R12,
13/10TALEMA, connectors
Each: $ 50
~ $ 20 ~ $ 50
Total ~ $ 275 ~ $ 515
![Page 28: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/28.jpg)
Page 28
Cost Comparison Between Proposed Inverter and Conventional Inverters
Power Rating 5-level model 11-level model Market Price
250 W ~ $ 275 ~ $ 515 $ 200-400
1 kW ~ $700 ~ $ 1250 $ 600- $ 800
3 kW ~ $1500 ~ $ 2650 $ 1400- $ 1600
10 kW ~ $ 2500 ~ $ 4400 $ 3750- $ 4500
20 kW ~ $ 3500 ~ $ 6100 > $ 5200
![Page 29: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/29.jpg)
The concept of a D-STATCOM inverter is presented.
The MMC D-STATCOM inverter has the ability to provide utilities with capacitive VAR compensation.
The unique work of this research is to combine the two concepts of D-STATCOM and inverter using the most advanced multi-level topology to make a single unit called D-STATCOM inverter.
The proposed MMC inverter is not only able to transfer active power, but is able to control the power factor (PF) of the distribution system (FACTS capability).
The proposed inverter cost is comparable with market price, however, it has more functionality and options.
Page 29
Conclusion
![Page 30: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/30.jpg)
Implementing of higher-rated inverters by using higher-rated components
Implementing the proposed inverter using a microcontroller such as digital signal processor (DSP)
Other multi-level topologies could be chosen to design the proposed inverter
Page 30
Future Work
![Page 31: A Single-Phase Multi-level D-STATCOM Inverter Using …distributedwind.org/wp-content/uploads/2015/03/Pedram... · · 2015-04-17A Single-Phase Multi-level D-STATCOM Inverter Using](https://reader034.fdocuments.net/reader034/viewer/2022051600/5a9e9fc17f8b9a67178b9da3/html5/thumbnails/31.jpg)
Page 31
Questions?
Thank you!