1998 Fuel Use and Emissions for Danish IFR Flights

5. Comparisons

5.1  Current CORINAIR results
5.1.1 Total differences
5.1.2 Differences for LTO
5.1.3 Differences for cruise
5.1.4 Recommendations
5.2 International aircraft emission inventories
5.3 TEMA2000 model results
5.4 Other transport modes


Four comparisons are made to evaluate the results from chapter 4 with other findings. First of all a comparison is made to the current CORINAIR methodology results. In this exercise the database for flights is slightly modified in order to make comparable model runs. Next the results from chapter 4 are compared with the findings from other aircraft emission inventories. Then fuel use and emissions for single flights are evaluated with results from the Danish TEMA2000-model. Finally the present study’s emission share for IFR flights are related to the total Danish transport emission budget.

5.1 Current CORINAIR results

Two modifications of the database for flights presented in chapter 4 have been made in order to evaluate the new model with the current version. First of all flights from Denmark bound for Greenland and the Faroe islands are regarded as international, in order to suit the official fuel sale statistics. Next a distinction is made between flights from Copenhagen airport and all other Danish airports to support the current model’s available fuel use and emission data. The flight database is listed in appendix 5.

To obtain new model results fuel use and emissions were computed with (2) and (3) as described in chapter 4 – also in terms of representative aircraft types.

Table 5.1
Danish aviation fuel use and emissions with new CORINAIR methodology

 

 

 

Fuel

NOx

VOC

CO

No of flights

 

 

 

[ton- nes]

[ton- nes]

[ton- nes]

[ton- nes]

 

Domestic

Copen-
hagen

LTO

8,994

118

13

66

25,224

 

 

Cruise

12,645

181

7

54

25,224

 

Other airports

LTO

11,349

163

11

61

38,071

 

 

Cruise

17,635

249

10

77

38,071

 

 

Total

50,623

710

41

259

63,295

Inter-
national

Copen-
hagen

LTO

63,546

888

113

468

106,536

 

 

Cruise

424,962

5,474

207

674

106,536

 

Other airports

LTO

7,082

97

9

54

21,038

 

 

Cruise

52,682

591

26

142

21,038

 

 

Total

548,272

7,050

354

1,338

127,574

 

 

Grand total

598,895

7,761

395

1,597

190,869


Table 5.2
Danish aviation fuel use and emissions with current CORINAIR methodology

 

 

 

Fuel

NOx

VOC

CO

No of flights

 

 

 

[ton- nes]

[ton- nes]

[ton- nes]

[ton- nes]

 

Domestic

Copen-
hagen

LTO

7,484

72

6

72

25,224

 

 

Cruise

3,780

36

1

6

25,224

 

Other airports

LTO

8,672

94

4

63

38,071

 

 

Cruise

5,706

54

2

9

38,071

 

 

Total

25,642

257

12

150

63,295

Inter-
national

Copen-
hagen

LTO

59,147

767

101

496

106,536

 

 

Cruise

550,290

7,594

825

385

106,536

 

Other airports

LTO

4,792

52

2

35

21,038

 

 

Cruise

108,668

1,500

163

76

21,038

 

 

Total

722,897

9,913

1,092

993

127,574

 

 

Grand total

748,539

10,170

1,104

1,143

190,869


The allocation of LTOs to the current version’s representative aircraft types is also viewed in appendix 5. The factors for fuel use and emissions are taken from table 3.4 and the calculation method is explained in chapter 3.

5.1.1 Total differences

In grand totals the fuel use computed with the new methodology only amounts to 80% of the jet fuel sold in Danish airports for civil aviation purposes. Almost the same model difference occurs for NOx, while the new methodology calculates 40% more CO and inversely only 36% of the old VOC emissions estimate. Since international flights use almost 97% of all Danish jet fuel according to fuel sale statistics, variations in total fuel use and emission figures between the two methods are almost the same as the differences that appears for this sector.

A very bad fuel use agreement is obtained for domestic air traffic alone; the new fuel estimate is almost twice as high as fuel sale numbers. New emission estimates for national flights are 177, 72 and 236% more for NOx, CO and VOC, respectively.

The most likely reasons for fuel use deviations are discussed in paragraph 4.4.4.

f5.1.gif (3056 bytes)

f5.1a.gif (3345 bytes)

 

Figure 5.1
Difference in percentage between new and current CORINAIR method

 

Table 5.3
Ratio between new and old CORINAIR fuel use and emissions estimates

 

 

 

Fuel

NOx

VOC

CO

 

 

 

[ton- nes]

[ton- nes]

[ton- nes]

[ton- nes]

Domestic

Copen-
hagen

LTO

1.20

1.63

2.27

0.92

 

 

Cruise

3.34

5.03

6.24

8.95

 

Other airports

LTO

1.31

1.72

2.93

0.97

 

 

Cruise

3.09

4.60

5.95

8.45

 

 

Total

1.97

2.77

3.36

1.72

Inter-
national

Copen-
hagen

LTO

1.07

1.16

1.11

0.94

 

 

Cruise

0.77

0.72

0.25

1.75

 

Other airports

LTO

1.48

1.86

4.10

1.55

 

 

Cruise

0.48

0.39

0.16

1.87

 

 

Total

0.76

0.71

0.32

1.35

 

 

Grand total

0.80

0.76

0.36

1.40


5.1.2 Differences for LTO

Looking into the differences in LTO fuel use and emission estimates the most similar results are obtained for international LTOs in Copenhagen airport. This is also the part of the current model where precise details are given in terms of different aircraft types and LTO times-in-modes. For LTO the weakest part of the current methodology regards all domestic air traffic and international air traffic in the provincial airports. In these inventory categories the estimates are based on fuel use and emission information for only one aircraft (Fokker 50) and this data scarcity is reflected in the result deviations.

Appendix 4 displays the number of domestic and international flights from Copenhagen airport and other Danish airports. Apparently F50 is a little to small to be the fully representative choice of aircraft, since much flying is made with the larger jets MD80 and B737 thus influencing the total fuel consumption. In particular the fuel use is underestimated by the current model for international LTOs in provincial airports. Here the new methodology with a detailed fleet mix computes almost 50% more fuel.

Most comparable emission results for the three LTO classes appear for domestic LTO CO emissions, where the two model estimates are of similar size. The NOx emissions are over 60% up to almost twice as high for the new methodology in the three sectors. For VOC the differences are even bigger; the new estimates are from twice to over four times the emission amount computed with the current methodology.

5.1.3 Differences for cruise

For cruise the fuel use is found in the current methodology as the difference between national fuel sale numbers and calculated fuel use for LTO. The subdivision in cruise fuel use for flights from Copenhagen Airport and provincial airports is made according to the total number of flights irrespective of aircraft type. For domestic flights the aircraft size distributions in Copenhagen Airport and other airports are in the same range, while the larger aircraft in general make international flights from Copenhagen Airport. The latter airport therefore tends to get a too small cruise fuel use amount. This is displayed in table 5.3. The ratios between old and new international cruise fuel use totals should be more or less the same for Copenhagen Airport and the other Danish airports but are remarkably different; the ratios are 0.77 and 0.48, respectively.

5.1.4 Recommendations

Much time is needed to build an aircraft emission inventory following the new CORINAIR guidelines as explained in chapter 4. Even though it would be less time consuming to make an inventory update each year, the working time required will exceed the amount of time typically available for inventories.

Therefore it is recommended to maintain the current methodology for national emission reporting. Instead of a shift to the new model version, one should make an update of the current model’s background data for fuel use and emissions.

Real improvement of the current version for LTOs - except for international LTOs in Copenhagen Airport – could be achieved by applying new LTO fuel use and emission factors derived from the new methodology as aggregated figures. For cruise it is recommended to break down the fuel use used by flights from Copenhagen Airport and other Danish airports according to their LTO fuel use estimates. This should be done separately for domestic and international traffic. Also the cruise emission indices should be updated. Both for domestic and international flights these can be derived from the new methodology results. The new CORINAIR LTO and cruise data can also be used to make time series estimates of fuel use and emissions since new aircraft/engine combinations only have a slow speed of penetration in the aviation sector. All data in current CORINAIR format derived from the new CORINAIR method are given in table 5.4.

To estimate the fuel use and emissions for international LTOs in Copenhagen Airport the current model version should still be used. The differences between the new and current results are small and the airport can provide flight data to support the needs of the current model. The flight data describe the fleet mix each year and are easy to implement in the model. With flight data from other airports provided by official Danish statistics and by making some model assumptions – as described in chapter 3 - it is straightforward to make a complete and consistent Danish inventory.

This study’s findings clarify the need to further scrutinise for which purposes the aviation fuel is used in Danish Airports. A way to do this is to examine the most detailed data on aviation fuel delivered to the airports. Also the airport authorities on aviation fuel supply should be asked and their information should be verified by analysing other data available. Even though the fuel sale statistics have been improved after the finalisation of the present project the present study’s result could be valuable in a crosscheck examination of statistical data versus model estimates.

A double check on the fuel use from the CORINAIR databank with experiences from real world operation of aircraft during landing, taxiing, take off, climb out and cruise flying conditions would also add to more precise fuel balances in future aircraft emission inventories. To make these comparisons information must be obtained from the airline companies on fuel use figures for the aircraft most frequently operating from Danish airports.

Table 5.4
Fuel use and emission factors in current CORINAIR format derived from the new CORINAIR method

 

 

 

Fuel

NOx

VOC

CO

CO2

 

 

 

[kg/
LTO]

[kg/
LTO]

[kg/
LTO]

[kg/
LTO]

[kg/
LTO]

Domestic

Copen-
hagen

LTO

357

4.66

0.50

2.63

1,117

 

Other airports

LTO

298

4.27

0.29

1.60

934

Inter-
national

Copen-
hagen

LTO

596

8.33

1.06

4.40

1,868

 

Other airports

LTO

337

4.61

0.41

2.57

1,054

 

 

 

Fuel

NOx

VOC

CO

CO2

 

 

 

 

[g/kg fuel]

[g/kg fuel]

[g/kg fuel]

[kg/kg fuel]

Domestic

Copen-
hagen

Cruise

 

14.29

0.56

4.28

3,132

 

Other airports

Cruise

 

14.14

0.58

4.37

3,132

Inter-
national

Copen-
hagen

Cruise

 

12.88

0.49

1.59

3,132

 

Other airports

Cruise

 

11.23

0.50

2.69

3,132


5.2 International aircraft emission inventories

On a global level three important aircraft emission inventories have been made for the year 1992. All inventories make use of air traffic movement data, aircraft/engine combinations in operation and calculate fuel use and emissions for city-pairs using correspondent great circle distances. Short descriptions of the emission inventories are given in IPCC (1999).

NASA (Baughcum et al., 1996) makes separate inventories for scheduled jet and turbo-prop flights, charter flights, domestic air traffic movements in the Former Soviet Union and China, general aviation (piston-engined aircraft) and military flights. ANCAT/EC2 (1998) only includes jet aircraft in the inventory divided into civil and military flights. DLR (Schumann et al., 1997) use the ANCAT/EC2 database for civil aircraft movements.

Table 5.5
Emission indices from NASA, ANCAT/EC2, DLR and present study

 

NASA1

ANCAT/EC2

DLR

Present study

EI NOx

13.0

14.0

14.2

13.0

EI CO

5.1

 

3.72

2.7

EI VOC

2.0

 

1.33

0.7

1 Scheduled and charter flights

The present study’s emission indices are derived from the totals in table 4.20. The EINOx found in the present study are slightly smaller than the number from ANCAT/EC2. This is mostly due to the inclusion of turbo-props and differences in fleet mix for jet aircraft, since emission data for jets mainly come from the ANCAT/EC2 inventory. The aircraft in the Danish CORINAIR inventory tend to be relatively small and flights are mainly short and medium distances. The NASA findings underpin the above explanation. NASA also includes turbo-propelled aircraft and computes almost the same EINOx as the present study. For VOC and CO the differences in emission indices lie mainly in the simulation methods behind NASA, DLR, MEET and FFA. The two latter methods have provided CORINAIR with emission data for CO and VOC.

5.3 TEMA2000 model results

Individual model results widely depend on the modelling principles and the selected engine types, which determine the fuel flows and emission indices to be used in the simulation procedure. A comparison of results obtained with different models will inevitably reflect these individual choices. In CORINAIR the fuel use and emission factors are produced by weighting fuel use and emission performances for the most frequently used engines worldwide. The Danish TEMA2000 model1(Trafikministeriet, 2000) uses fuel use and emissions for domestic flights simulated with the ATEMIS model (Kalivoda and Feller, 1995). The latter model uses real world flight profiles and one aircraft/engine combination for each aircraft type. TEMA2000 results for all domestic flights are listed in appendix 6.

The flight distances in TEMA2000 and the present study’s great circle distances are almost the same. For fuel use the largest variations in results are observed for F50; the present study computes about 20% more fuel. In TEMA2000 the F50 simulations are not based on the actual engine fitted to the aircraft. Instead emission indices (EI) from another engine type is used together with fuel flow rates for F50. In CORINAIR the actual engine type (PW125B) is used with no VOC emissions reported. Except for F50 – with a smaller EINOx in TEMA2000 – the modelled EINOx have about equal numbers for all aircraft on both routes.

Table 5.6
Ratio between CORINAIR and TEMA2000 fuel use and EI results

Aircraft type

Desti-
nation

Dist-
ance

Fuel

EINOx

EIVOC

EICO

MD 82

Århus

95

103

107

78

75

F50

Århus

95

121

132

0

82

DC9

Århus

95

92

107

21

29

B737 400/
B737 500

Århus

95

115

110

65

73

B737 400/
B737 600

Århus

95

99

104

39

83

MD 82

Aalborg

99

106

112

78

75

F50

Aalborg

99

122

144

0

91

DC9

Aalborg

99

94

110

24

32

B737 400/
B737 500

Aalborg

99

113

116

70

77

B737 400/
B737 600

Aalborg

99

102

111

39

82


For CO and VOC the present study’s EI’s are lower and most remarkable are the deviations for DC9. The EI’s are only one third and one fourth of the TEMA2000 figures for CO and VOC, respectively. For DC9 several engines are used in combination in CORINAIR. One of the engines with a minor share of 8% is behind the DC9 in TEMA2000.

Though a little lower the present study’s CO and VOC EI for B737-400 are comparable to the numbers for B737-500 and MD82 in TEMA2000. In CORINAIR the generic engine is mainly weighting of three engines of which the engines in TEMA2000 have a 45 and 40% share for B737-500 and MD82, respectively. The present study’s EIVOC for B737-400 is substantially lower than the B737-600 index in TEMA2000. The engine in the latter aircraft is not among the engines used by CORINAIR.

It is recommended to use the TEMA2000 numbers if fuel use and emissions are evaluated for those domestic trips flown with the aircraft comprised in TEMA2000. For domestic emission inventories the CORINAIR data should be used primarily because of data consistency and because CORINAIR contains data for small jets and turbo-props not present in TEMA2000. The latter reason fully compensates for the inaccuracy of the results for some aircraft due to model boundary conditions.

5.4 Other transport modes

The present aircraft emission inventory includes both domestic and international flights but do not encompass all aviation sectors. Piston engined flights and military aircraft movements are omitted due to lack of emission data. Moreover, the civil jet fuel use is underestimated by 20% compared with fuel sales. Bearing this in mind the emission results are compared with the Danish CORINAIR 1998 emissions from the remaining traffic sectors; road traffic, railway transport and internal navigation (Illerup et al., 2000). The latter sector includes the fuel used and the emissions from vessel movements between domestic ports and all fishing activities. Fuel use and emissions from international sea transportation are not included in the present exercise.

Road traffic is the most dominant traffic emission source with contributions of 77 and 72% of the total national CO2 and NOx traffic emissions totals. With 13% air traffic has the second largest CO2 share of the total traffic emissions load. The share would be even bigger - around 17% - if all aviation fuel use was accounted for.

In terms of NOx internal navigation has a rather high share of the total traffic emissions. This sector contributes with 19% of the total traffic emissions, while air traffic has a share of around 7%. For aviation this share would be around 10% if the present results comprised all fuel use and emissions. The CO and VOC emissions are totally dominated by the road traffic emissions, with shares of 96 and 89% of traffic emission totals, respectively.

Figure 5.2
NOX emissions from Danish transport

Figure 5.3
CO2 emissions from Danish transport

Table 5.7
1998 Emissions from aviation (present study) and other modes (CORINAIR)

 

 

NOx

VOC

CO

CO2

 

 

[tonnes]

[tonnes]

[tonnes]

[ktonnes]

 

Road traffic

76,699

54,892

298,875

11,221

 

Railways

2,307

161

348

247

 

Internal navigation

20,105

6,233

11,745

1,151

 

Air traffic

7,761

395

1,597

1,876

 

Sum

106,872

61,680

312,564

14,495

 

 

NOx

VOC

CO

CO2

Share

Road traffic

72

89

96

77

 

Railways

2

0

0

2

 

Internal navigation

19

10

4

8

 

Air traffic

7

1

1

13

 

Sum

100

100

100

100

 

1 TEMA2000 is developed for the Danish Ministry of Transport by COWI Consulting Engineers and Planners