performance analysis of twin-spool water injected gas

27
1 LABORATORY OF THERMAL TURBOMACHINES NATIONAL TECHNICAL UNIVERSITY OF ATHENS Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling Performance Analysis of Twin-Spool Water Injected Gas Turbine using Adaptive Modeling Laboratory of Thermal Turbomachines National Technical University of Athens I. Roumeliotis K. Mathioudakis N. Aretakis

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Page 1: Performance Analysis of Twin-Spool Water Injected Gas

1

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Performance Analysis of Twin-Spool Water Injected GasTurbine using Adaptive Modeling

Laboratory of Thermal TurbomachinesNational Technical University of Athens

I. Roumeliotis K. Mathioudakis N. Aretakis

Page 2: Performance Analysis of Twin-Spool Water Injected Gas

2

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Performance Analysis of TwinPerformance Analysis of Twin--Spool Water injected Gas Spool Water injected Gas Turbines using Adaptive ModelingTurbines using Adaptive Modeling

§Constitution of a Performance Model

§Elements of Adaptive Modeling

§Implementation to an Engine

§Study of Gas Turbine Behavior

§Components Behavior

§Water Injection Effect on Engine Diagnostics

§Conclusions

Page 3: Performance Analysis of Twin-Spool Water Injected Gas

3

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Constitution of a Performance ModelConstitution of a Performance Model

Desire to represent the performance of an individual engine as accurately as possible in all situations

W.I.

2

W.I.

1 W.I.

4

W.I.

5

Page 4: Performance Analysis of Twin-Spool Water Injected Gas

4

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Performance Analysis of TwinPerformance Analysis of Twin--Spool Water injected Gas Spool Water injected Gas Turbines using Adaptive ModelingTurbines using Adaptive Modeling

§Constitution of a Performance Model

§Elements of Adaptive Modeling

§Implementation to an Engine

§Study of Gas Turbine Behavior

§Components Behavior

§Water Injection Effect on Engine Diagnostics

§Conclusions

Page 5: Performance Analysis of Twin-Spool Water Injected Gas

5

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Elements of Adaptive modelsElements of Adaptive models

Actual Engine

Engine Model

Do data match?

Adjust model Parametersthrough MFs

Measured variables / Available Data

Predicted variables

Page 6: Performance Analysis of Twin-Spool Water Injected Gas

6

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

The meaning of Modification factorsThe meaning of Modification factors

Transformation of component performance mapsPr

essu

re R

atio

Corrected Mass Flow

krefp

kpk x

xf

,,

,=

kpx ,

krefpx ,,

: Actual value for parameter

: Reference value for parameter

Page 7: Performance Analysis of Twin-Spool Water Injected Gas

7

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Performance Analysis of TwinPerformance Analysis of Twin--Spool Water injected Gas Spool Water injected Gas Turbines using Adaptive ModelingTurbines using Adaptive Modeling

§Constitution of a Performance Model

§Elements of Adaptive Modeling

§Implementation to an Engine

§Study of Gas Turbine Behavior

§Components Behavior

§Water Injection Effect on Engine Diagnostics

§Conclusions

Page 8: Performance Analysis of Twin-Spool Water Injected Gas

8

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Implementation to a selected Engine

§5 stage LPC

§14 stage HPC with 6 V.G.S.§2 stage air – cooled HPT

§5 stage LPT

Page 9: Performance Analysis of Twin-Spool Water Injected Gas

9

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Implementation to a selected Engine

Engine Data

§Data for the Nominal Operating Conditions

§Thermodynamic Analysis

§Create Components Initial Characteristics

Adaptation

§Initial Adaptation to Nominal Operating Conditions

§Acquire Operating Data Points

§Determination of MFs according to Available Data

§Determination of new Components Characteristics

Page 10: Performance Analysis of Twin-Spool Water Injected Gas

10

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Implementation to a selected Engine

30

32

34

36

38

40

42

44

46

48

50

0 10 20 30 40Ambient Temp. oC

Sha

ft P

ower

(MW

)

7800

8000

8200

8400

8600

8800

9000

0 5 10 15 20 25 30 35 40Ambient Temp. oC

Shaf

t hea

t Rat

e (B

tu/k

Whr

)

Present Model

Dry dataSteam Inj. data

Water Inj. Data

Load Schedule

Page 11: Performance Analysis of Twin-Spool Water Injected Gas

11

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Performance Analysis of TwinPerformance Analysis of Twin--Spool Water injected Gas Spool Water injected Gas Turbines using Adaptive ModelingTurbines using Adaptive Modeling

§Constitution of a Performance Model

§Elements of Adaptive Modeling

§Implementation to an Engine

§Study of Gas Turbine Behavior

§Components Behavior

§Water Injection Effect on Engine Diagnostics

§Conclusions

Page 12: Performance Analysis of Twin-Spool Water Injected Gas

12

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Performance Prediction

Control Parameter

§Low Pressure Turbine Inlet Temperature

§Compressor Discharge Temperature (Tamb>15oC)

Test Cases

§Evaporative Cooling via Water Injection

§Intercooling via Water Injection

Page 13: Performance Analysis of Twin-Spool Water Injected Gas

13

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Evaporative CoolingEvaporative Cooling

Operation with constant CDT results in a Slight Higher Gain in Load

0.60

0.70

0.80

0.90

1.00

1.10

1.20

0 5 10 15 20 25 30 35 40 45 50Ambient Temperature (oC)

Load

/(Loa

d)re

f

CDT constantLPTIT constantCDT constant & Ev. CoolingLPTIT constant & Ev. Cooling

Page 14: Performance Analysis of Twin-Spool Water Injected Gas

14

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Evaporative CoolingEvaporative Cooling

Operation with constant CDT results in a Slight Higher Gain in Thermal Efficiency

0.9

0.95

1

1.05

1.1

0 5 10 15 20 25 30 35 40 45 50Ambient Temperature (oC)

HR

/(HR

)ref

CDT constantLPTIT constantCDT constant & Ev. CoolingLPTIT constant & Ev. Cooling

Page 15: Performance Analysis of Twin-Spool Water Injected Gas

15

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

IntercoolingIntercooling

For High Ambient Temperature operation with constant CDT results in an Important Load Gain

0.6

0.7

0.8

0.9

1

1.1

1.2

0 5 10 15 20 25 30 35 40 45 50Ambient Temperature (oC)

Load

/(Loa

d)re

f

CDT constantLPTIT constantCDT constant & intercoolingLPTIT constant & intercooling

water injection

Page 16: Performance Analysis of Twin-Spool Water Injected Gas

16

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

IntercoolingIntercooling

For High Ambient Temperature operation with constant CDT results in Higher Gain

0.9

0.95

1

1.05

1.1

0 5 10 15 20 25 30 35 40 45 50Ambient Temperature (oC)

HR

/(HR

)ref

CDT constantLPTIT constantCDT constant & intercoolingLPTIT constant & intercooling

water injection

Page 17: Performance Analysis of Twin-Spool Water Injected Gas

17

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Performance Analysis of TwinPerformance Analysis of Twin--Spool Water injected Gas Spool Water injected Gas Turbines using Adaptive ModelingTurbines using Adaptive Modeling

§Constitution of a Performance Model

§Elements of Adaptive Modeling

§Implementation to an Engine

§Study of Gas Turbine Behavior

§Components Behavior

§Water Injection Effect on Engine Diagnostics

§Conclusions

Page 18: Performance Analysis of Twin-Spool Water Injected Gas

18

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Component BehaviorComponent Behavior

Tamb = 15oC, Load varies from 30 to 50 MW

Low Pressure Compressor

0.60

0.70

0.80

0.90

1.00

1.10

1.20

0.90 0.95 1.00 1.05Fraction of Design Air Flow

(πc-

1)/(π

c-1)

ref Dry

ChillingIntercoolingSteam Injection

Page 19: Performance Analysis of Twin-Spool Water Injected Gas

19

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Component BehaviorComponent Behavior

Tamb = 15oC, Load varies from 30 to 50 MW

High Pressure Compressor

0.70

0.80

0.90

1.00

1.10

1.20

1.30

0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15Fraction of Design Air Flow

(πc-

1)/(π

c-1)

ref

DryChillingIntercoolingSteam Injection

Increasing Load

Page 20: Performance Analysis of Twin-Spool Water Injected Gas

20

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Component BehaviorComponent BehaviorLow Pressure Compressor

Load = 45MW, Tamb varies from -10 to 50 oC

0.60

0.70

0.80

0.90

1.00

1.10

1.20

0.90 0.95 1.00 1.05Fraction of Design Air Flow

(πc-

1)/(π

c-1)

ref

DryChillingIntercoolingSteam Injection Intercooling in

Use (10oC)

Decreasing Tamb

Page 21: Performance Analysis of Twin-Spool Water Injected Gas

21

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Component BehaviorComponent BehaviorHigh Pressure Compressor

Load = 45MW, Tamb varies from -10 to 50 oC

0.70

0.80

0.90

1.00

1.10

1.20

1.30

0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15Fraction of Design Air Flow

(πc-

1)/(π

c-1)

ref

DryChillingIntercoolingSteam Injection

Increasing Tamb

Intercooling in Use

Page 22: Performance Analysis of Twin-Spool Water Injected Gas

22

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Component BehaviorComponent BehaviorAdditional Information obtained for operation with Water

Injection

q

π

Original

Adapted

Page 23: Performance Analysis of Twin-Spool Water Injected Gas

23

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Performance Analysis of TwinPerformance Analysis of Twin--Spool Water injected Gas Spool Water injected Gas Turbines using Adaptive ModelingTurbines using Adaptive Modeling

§Constitution of a Performance Model

§Elements of Adaptive Modeling

§Implementation to an Engine

§Study of Gas Turbine Behavior

§Components Behavior

§Water Injection Effect on Engine Diagnostics

§Conclusions

Page 24: Performance Analysis of Twin-Spool Water Injected Gas

24

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

f1~W

f2~np

f3~W

f4~np

f5~Δpb

f6~nb

f7~Wf8~np

f9~Wf10~np

Engine DiagnosticsEngine Diagnostics

Pictorial view of MF on engine components

Page 25: Performance Analysis of Twin-Spool Water Injected Gas

25

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Engine DiagnosticsEngine DiagnosticsMeasurement Deviation

Intercooling with Water Injection, Ww/Winletair = 0.02

LPTIP CDP N25 CDT LPTIT EGT-1.5

-1

-0.5

0

0.5D

evia

tion

(%)

Load = ctTamb = 15oCRHamb = 30%

Monitoring Techniques based on Direct Observation of Measured Quantities may lead to erroneous conclusion if Water Injection is not taken into account

Page 26: Performance Analysis of Twin-Spool Water Injected Gas

26

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

Engine DiagnosticsEngine DiagnosticsHealth Indices Deviation

f2 f3 f4 f7 f8 f9 f10-1

0

1

2

3

4

5

6Intercooling with Water Injection (Ww/Winletair=0.02)

Monitoring Techniques based on Health Parameters may lead to erroneous conclusion if Water Injection is not taken into account

Page 27: Performance Analysis of Twin-Spool Water Injected Gas

27

LABORATORY OF THERMAL TURBOMACHINESNATIONAL TECHNICAL UNIVERSITY OF ATHENS

Performance Analysis of Twin-Spool Water Injected Gas Turbines using Adaptive Modeling

•Using appropriate procedure it is possible to estimate the engine performance even if limited information is available

•The structure of the model gives the ability of modeling water injection at various station and using different parameters as control variables.

•Data from water Injection gives additional information for determination of component characteristics

•Water Injection must be modeled for accurate diagnosis

ConclusionsConclusions