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Chemosphere 61 (2005) 405–412<br />

www.elsevier.com/locate/chemosphere<br />

<strong>Dioxin</strong> <strong>emissions</strong> <strong>after</strong> <strong>installation</strong> <strong>of</strong> a <strong>polishing</strong> <strong>wet</strong><br />

scrubber in a hazardous waste incineration facility<br />

Carl-Johan Löthgren * , Bert van Bavel<br />

Department <strong>of</strong> Natural Sciences, Man-Technology-Environment Research Centre, Örebro University, SE-701 82 Örebro, Sweden<br />

Received 22 December 2003; received in revised form 10 January 2005; accepted 15 February 2005<br />

Available online 13 April 2005<br />

Abstract<br />

<strong>Dioxin</strong> levels measured <strong>after</strong> <strong>wet</strong> scrubbing systems have been found to be higher than levels measured before the<br />

scrubber. It is believed that there is an adsorption <strong>of</strong> PCDD/Fs on plastic materials in the scrubber. The PCDD/F levels<br />

<strong>after</strong> a <strong>polishing</strong> <strong>wet</strong> scrubber were followed continuously for 18 months using long-time sampling equipment at a hazardous<br />

waste incineration facility in Sweden. Each sampling period lasted two weeks. It was found that the levels during<br />

and shortly <strong>after</strong> start-up periods were elevated. The decline was very slowly, which supports a memory effect in the<br />

scrubber. Further, a multivariate model showed that the relation between different homologues changed over time,<br />

which is in agreement with a desorption model, taking into account the vapour pressures for different congeners.<br />

Ó 2005 Elsevier Ltd. All rights reserved.<br />

Keywords: PCDD/PCDF; Memory effect; Flue gas cleaning; MVDA; Incineration<br />

1. Introduction<br />

<strong>Dioxin</strong> formation from incineration is known since<br />

1977 when dibenzo-dioxins and dibenzo-furans were<br />

found in fly ashes and flue gases (Olie et al., 1977). Their<br />

toxic effects are well known and dioxins have been in<br />

focus in the environmental discussions for almost 20<br />

years (Van den Berg et al., 1998). Throughout these<br />

years efforts have been made to minimize the formation<br />

and emission <strong>of</strong> dioxins from incineration facilities, both<br />

by means <strong>of</strong> primary measures, i.e. combustion control<br />

and by secondary measures such as the supply <strong>of</strong> additives<br />

or catalysts to the flue gas treatment system. One<br />

* Corresponding author. Tel.: +46 1930 5100; fax: +46 1957<br />

7027.<br />

E-mail address: carl-johan.lothgren@sakab.se (C.-J. Löthgren).<br />

<strong>of</strong> the most used methods is the injection <strong>of</strong> activated<br />

carbon into the flue gas channel just before a bag house<br />

filter, where the carbon together with the fly ash form an<br />

adsorption layer on the bag on which dioxins are adsorbed.<br />

Emissions <strong>after</strong> such an <strong>installation</strong> are known<br />

to be well below the EU emission limit <strong>of</strong> 0.1 ng/m 3<br />

(Chang and Lin, 2001).<br />

According to the EU directive 94/67/EG and EU<br />

directive 2000/76/EC emission measurements <strong>of</strong><br />

PCDD/Fs only have to take place once or twice yearly<br />

and such measurements are made under normal, i.e.<br />

good operation conditions. Typical CO levels are well<br />

below the stipulated 50 mg/m 3 normal dry gas. The<br />

emission levels under other operating conditions have<br />

been poorly studied until recently, when Belgian MSW<br />

incinerators started continuous flue gas sampling for dioxin<br />

analyses. Blumenstock et al. (2000) found an increase<br />

in PCDD/F levels <strong>after</strong> a period with bad<br />

operating conditions in a pilot scale incinerator. This<br />

0045-6535/$ - see front matter Ó 2005 Elsevier Ltd. All rights reserved.<br />

doi:10.1016/j.chemosphere.2005.02.015


406 C.-J. Löthgren, B. van Bavel / Chemosphere 61 (2005) 405–412<br />

was later confirmed by several other authors (Gullett<br />

et al., 2000; Zimmermann et al., 2001; Gass et al., 2002).<br />

Gass et al. (2002) investigated the <strong>emissions</strong> from a full<br />

scale incinerator and obtained the same results as earlier<br />

were shown in pilot scale.<br />

Wet scrubbing, i.e. the physical or chemical absorption<br />

<strong>of</strong> gases in a liquid, has been used for a long time<br />

for the removal <strong>of</strong> acid components in flue gases from<br />

incineration facilities because <strong>of</strong> its good removal efficiency<br />

(Onnen, 1972; Korell et al., 2003). High dioxin<br />

<strong>emissions</strong> have, however, been found <strong>after</strong> <strong>wet</strong> scrubbers<br />

when they have been placed as the final step in a flue gas<br />

cleaning system. It has further been shown that this is<br />

caused by the so called memory effect, where dioxins<br />

are adsorbed on plastic details such as scrubber fillings<br />

when the formation and emission from the incinerator<br />

is high. The adsorbed dioxins are then desorbed slowly<br />

when the plant is running under more stable conditions.<br />

A comparative study using a pilot scale scrubber made <strong>of</strong><br />

glass showed no such increased emission levels (Hunsinger<br />

et al., 1998). This memory effect can be distinguished<br />

from high <strong>emissions</strong> caused by bad combustion<br />

through its different congener pattern (Kreisz et al.,<br />

1996; Gass and Neugebauer, 1999; Adams et al., 2001;<br />

Giugliano et al., 2002).<br />

To comply with the hazardous waste incineration<br />

directive (EU directive 94/67/EG), which came in force<br />

on the first <strong>of</strong> July 2000 in Sweden, a hazardous waste<br />

treatment facility in Kumla, Sweden was equipped with<br />

an enhanced flue gas cleaning. A <strong>wet</strong> scrubber was installed<br />

<strong>after</strong> the existing semi-dry system, which consisted<br />

<strong>of</strong> a spray dryer and a fabric filter with activated<br />

carbon injection. Already five weeks <strong>after</strong> the new scrubber<br />

was taken into operation, elevated PCDD/F <strong>emissions</strong><br />

were observed. In order to learn more about the<br />

dynamic behaviour <strong>of</strong> the scrubber as to dioxin <strong>emissions</strong><br />

a continuos sampling device was installed in July<br />

2001. The results from these measurements are presented<br />

in this article.<br />

2. Material and methods<br />

The hazardous waste treatment facility studied<br />

mainly consists <strong>of</strong> an incineration line with a rotary kiln,<br />

secondary combustion chamber, boiler and a flue gas<br />

cleaning system. The flue gas cleaning consists <strong>of</strong> a<br />

semi-dry absorber, a fabric filter and the new <strong>wet</strong> scrubber.<br />

In the absorber lime milk is injected to neutralize<br />

the main part <strong>of</strong> HCl and SO 2 present in the flue gas. Between<br />

the absorber and the fabric filter activated carbon<br />

is injected for dioxin removal. The incineration temperature<br />

in the rotary kiln is above 1100 °C. Outlet temperature<br />

from the boiler is 280 °C. In the semi-dry flue gas<br />

cleaning system the temperature is lowered to 160 °C<br />

and in the scrubber the temperature is 70 °C.<br />

The scrubber consists <strong>of</strong> a quench and a 28 m high<br />

scrubbing tower, 5.5 m in diameter, filled with filling<br />

material <strong>of</strong> polypropylene (Rauschert hiflow rings type<br />

50–6). The scrubber and quench shell are made <strong>of</strong><br />

glass fibre reinforced plastic (GRP) Derakane 470.<br />

After the scrubber the flue gas fan is situated and the<br />

gases leave the plant through a 60 m high chimney,<br />

which interior surface also is made <strong>of</strong> GRP. A schematic<br />

sketch <strong>of</strong> the plant and the sampling points are shown in<br />

Fig. 1.<br />

Fig. 1. Schematic sketch <strong>of</strong> the plant and indication <strong>of</strong> sampling points for dioxins. The layout <strong>of</strong> the Amesa sampling system is shown<br />

in the bubble.


C.-J. Löthgren, B. van Bavel / Chemosphere 61 (2005) 405–412 407<br />

The purpose <strong>of</strong> the <strong>wet</strong> scrubber is to polish the emission<br />

levels <strong>of</strong> HCl and SO 2 to comply with the 1/2-hour<br />

averages prescribed by the Swedish implementation <strong>of</strong><br />

the European Hazardous Waste incineration directive.<br />

This is achieved by introducing H 2 O 2 to the scrubber<br />

liquid, the so called MercOx-process. The H 2 O 2 content<br />

in the scrubber liquid also increases the removal efficiency<br />

for mercury. The MercOx process has been described<br />

in detail by Korell et al. (2003).<br />

Five weeks <strong>after</strong> the first start-up <strong>of</strong> the plant with<br />

the new scrubber, dioxin levels were measured before<br />

and <strong>after</strong> the scrubber. High concentrations were found<br />

<strong>after</strong> the scrubber even though the concentrations before<br />

the scrubber were low. Further measurements during the<br />

autumn 2000 confirmed these results. In order to learn<br />

more about the dynamic behaviour <strong>of</strong> the scrubber as<br />

to dioxin <strong>emissions</strong> a continuos sampling device was installed<br />

in July 2001. Since then samples have been taken<br />

continuously whenever the plant has been in operation.<br />

The commercial sampling equipment used has been described<br />

by Funcke and Linnemann (1992) and Mayer<br />

et al. (2000) and consists <strong>of</strong> a titanium probe, a XAD-<br />

2-cartridge and a control cabinet. (Fig. 1). Flue gases<br />

are taken out isokinetically, pass the cartridge and are<br />

transferred to the control cabinet where flue gas volume<br />

and water content is measured.<br />

The sampling period for each analysis has varied between<br />

one to two weeks. Sample preparation and analyses<br />

have been made by Eur<strong>of</strong>ins GfA-laboratories in<br />

Germany according to EN1948. Eur<strong>of</strong>ins GfA is accredited<br />

according DIN EN ISO/IEC 17025:2000 and is<br />

participating on a regular basis in international intercalibration<br />

studies.<br />

3. Multivariate data treatment<br />

Multivariate data analysis (MVDA) has been used<br />

successfully in a number <strong>of</strong> investigations where complex<br />

data sets are to be evaluated, also in the field <strong>of</strong> dioxin<br />

research (Pitea et al., 1994; Buekens et al., 2000;<br />

Wang et al., 2003). Multivariate data analysis (MVDA)<br />

consists <strong>of</strong> several methods to extract information from<br />

large data matrices. In MVDA the samples (objects k),<br />

in our case the weekly dioxin measurements, are seen<br />

as points in a multidimensional space with as many<br />

dimensions as variables (i) measured on the samples.<br />

In principal component analysis (PCA) the points in<br />

the multidimensional space are projected down onto a<br />

line, a plane or a hyperplane to give the best low-dimensional<br />

representation <strong>of</strong> the data. The data matrix (X) is<br />

now approximated by a systematic part (the loading and<br />

the score vectors) and a random part (the residuals)<br />

which consists <strong>of</strong> errors in the measurements and imperfections<br />

in the approximation. The dimension <strong>of</strong> PCA is<br />

determined by cross validation.<br />

The visualisation <strong>of</strong> the PCA is normally done in diagram<br />

form. The variables are plotted in a diagram with<br />

the loading vectors as the axes. The greater the absolute<br />

value (positive or negative) <strong>of</strong> a variable is, the greater<br />

impact it has on its loading vector. Variables correlated<br />

with a specific vector can thus be identified. The objects<br />

are plotted in a diagram with the score vectors as the<br />

axes. Objects that have similar patterns will be located<br />

near each other and objects with different patterns will<br />

be more apart.<br />

Before MVDA was performed on the data set, all<br />

data were centered and scaled to unit variance. The calculations<br />

were performed on a PC with the s<strong>of</strong>tware program<br />

Simca 7.01 (Umetri AB, Umeå, Sweden). PCA is<br />

described in detail elsewhere (Wold et al., 1983; Wold<br />

et al., 1984).<br />

4. Result and discussion<br />

The sum <strong>of</strong> the different homologues for all measurements<br />

performed in the flue gas since 1998 are shown as<br />

series <strong>of</strong> time in Fig. 2. The first part shows the measurements<br />

made before the <strong>wet</strong> scrubber and the second part<br />

shows the measurements made <strong>after</strong> the <strong>wet</strong> scrubber,<br />

both short-time and long-time samplings. Each sampling<br />

is named according to the time when it was performed<br />

with the year and the consecutive week number <strong>of</strong> that<br />

year in the form yyww. When two measurements have<br />

been accomplished the same week, the individual measurements<br />

have been denoted a and b. Two maintenance<br />

stops in April and October 2002 are also indicated in the<br />

figure. The TEQ values for the measurements before the<br />

<strong>wet</strong> scrubber varied between 0.003 ng/m 3 (W9839a) and<br />

0.033 ng/m 3 (W9935). A significant higher level <strong>of</strong> TeC-<br />

DDs (0.19 and 0.5 ng/m 3 ) explains much <strong>of</strong> the rise in<br />

1999. No further investigations have been made in this<br />

study as to the cause <strong>of</strong> the results before the <strong>wet</strong> scrubber.<br />

The values shall be seen in comparison to the results<br />

from the measurements performed <strong>after</strong> the <strong>wet</strong><br />

scrubber.<br />

In the year 2000 when the <strong>wet</strong> scrubber was installed,<br />

sampling was performed simultaneously before and <strong>after</strong><br />

the <strong>wet</strong> scrubber. The results before the <strong>wet</strong> scrubber as<br />

to TEQ values were 0.010, 0.006 and 0.005 ng/m 3 , which<br />

are in the same range as earlier results, i.e. well below<br />

0.1 ng/m 3 . The TEQ-values <strong>after</strong> the <strong>wet</strong> scrubber in<br />

the sampling campaigns in year 2000 were much higher,<br />

0.18, 0.10, 0.36 and 0.45 ng/m 3 . During the first sampling<br />

campaign in May (W0021), the difference between<br />

the TEQ value before and <strong>after</strong> the scrubber is about<br />

one order <strong>of</strong> magnitude, 0.01 ng/m 3 before the scrubber<br />

compared to 0.18 and 0.10 ng/m 3 <strong>after</strong> the scrubber. In<br />

the campaign in October (W0040) this difference has increased<br />

to almost two orders <strong>of</strong> magnitude, 0.006 and<br />

0.005 ng/m 3 before the scrubber compared to 0.36 and


408 C.-J. Löthgren, B. van Bavel / Chemosphere 61 (2005) 405–412<br />

Measurements<br />

100<br />

before scrubber<br />

Measurements<br />

<strong>after</strong> scrubber<br />

Maintenance<br />

stop spring<br />

2002<br />

Maintenance stop<br />

autumn 2002<br />

10<br />

ng/m 3<br />

1<br />

0.1<br />

0.01<br />

0.001<br />

9839a<br />

9839b<br />

9934<br />

9935<br />

0021<br />

0040a<br />

0040b<br />

0021a<br />

0021b<br />

0040a<br />

0040b<br />

0127<br />

0131<br />

0136<br />

0137<br />

0138<br />

0139<br />

0140<br />

0141<br />

0146<br />

0147<br />

0148<br />

0149<br />

0150<br />

0151<br />

0152<br />

0201<br />

0202<br />

0203<br />

0204<br />

0205<br />

0206<br />

0207<br />

0209<br />

0211<br />

0213<br />

0215<br />

0218<br />

0220<br />

0222<br />

0224<br />

0226<br />

0228<br />

0230<br />

0232<br />

0234<br />

0235<br />

0236<br />

0237<br />

0238<br />

0240<br />

0242<br />

0244<br />

0247<br />

0249<br />

0251<br />

0252<br />

Sum TeCDD<br />

Sum PnCDD<br />

Sum HxCDD<br />

Sum HpCDD<br />

OCDD<br />

Sum TeCDF<br />

Sum PnCDF<br />

Sum HxCDF<br />

Sum HpCDF<br />

OCDF<br />

TEQ<br />

Fig. 2. Results <strong>of</strong> dioxin measurements 1998–2002 for all homologues and the TEQ value. To the left <strong>of</strong> the dotted line the results<br />

before the scrubber <strong>installation</strong> are shown. Maintenance stops are indicated with solid lines. Each sampling period is named with year<br />

and week number in the form yyww.<br />

0.45 ng/m 3 <strong>after</strong> the scrubber. It is clear that the differences<br />

in TEQ values before and <strong>after</strong> the scrubber above<br />

all can be explained by the drastically higher levels <strong>of</strong><br />

low-chlorinated homologues <strong>after</strong> the scrubber. For<br />

example TeCDD increased from the range 0.02 to<br />

0.14 ng/m 3 before the scrubber to 0.1–0.7 ng/m 3 <strong>after</strong><br />

the scrubber, TeCDF increased from the range 0.01 to<br />

0.07 ng/m 3 before the scrubber to 3.5–5.7 ng/m 3 <strong>after</strong><br />

the scrubber and PnCDF increased from the range<br />

0.02 to 0.07 ng/m 3 before the scrubber to 1.54–3.11<br />

ng/m 3 <strong>after</strong> the scrubber. OCDD, on the other hand,<br />

was in the range 0.03–0.15 ng/m 3 before the scrubber<br />

and 0.01–0.04 ng/m 3 <strong>after</strong> the scrubber. The same<br />

applies for OCDF, which was in the range 0.02–0.19<br />

ng/m 3 before the scrubber and 0.01–0.05 ng/m 3 <strong>after</strong><br />

the scrubber.<br />

This change in composition is illustrated in the fingerprint<br />

plots in Figs. 3 and 4. Especially the fraction<br />

levels <strong>of</strong> TeCDFs have risen. Before the scrubber the<br />

average fraction <strong>of</strong> TeCDF is 8% and <strong>after</strong> the scrubber<br />

it is 49%. The somewhat deviating pattern for the measurements<br />

in 1999 can also be seen. At this time the<br />

TeCDD fractions are the most deviating homologue<br />

with values <strong>of</strong> 44% and 52% compared to 5–14% for<br />

other measurement periods before the scrubber.<br />

The fingerprint plot in Fig. 4 shows clearly decreasing<br />

values with the degree <strong>of</strong> chlorination. For the PCDFs<br />

the average level <strong>of</strong> the TeCDF is 49% and that is<br />

approximately double the amount <strong>of</strong> the PeCDFs,<br />

which is 23%, i.e. more than the double <strong>of</strong> HxCDFs<br />

(9%). HpCDFs have an average fraction <strong>of</strong> 2% and<br />

OCDFs have an average fraction <strong>of</strong> 0.2%. For PCDDs<br />

the trend is similar but to a lesser extent (TeCDD 6%,<br />

PeCDD 6%, HxCDD 4%, PnCDD 1% and OCDD<br />

0.2%).<br />

In August 2000, as soon as the results from the measuring<br />

campaign in May 2000 were available, an electrostatic<br />

precipitator (ESP) used as by-pass for the fabric<br />

filter during start-up and shut down was closed since it<br />

was suspected that PCDD/Fs were loaded into the<br />

scrubber during its operation periods and slowly released<br />

<strong>after</strong>wards, the ‘‘so called’’ memory effect described<br />

in the literature by Kreisz et al. (1997); Wevers<br />

and De Fré (1998); Giugliano et al. (2000); Adams


C.-J. Löthgren, B. van Bavel / Chemosphere 61 (2005) 405–412 409<br />

Fig. 3. Homologue fingerprint for the measurements made before the <strong>wet</strong> scrubber. This includes both measurements made before and<br />

<strong>after</strong> the scrubber <strong>installation</strong>. In the years 1998–2000.<br />

Fig. 4. Homologue fingerprint for the measurements made <strong>after</strong> the <strong>wet</strong> scrubber in the period May 2000 to July 2001. High ratio <strong>of</strong><br />

low chlorinated congeners can be observed due to memory effects in the <strong>wet</strong> scrubber.


410 C.-J. Löthgren, B. van Bavel / Chemosphere 61 (2005) 405–412<br />

et al. (2001). When the ESP was in operation no carbon<br />

could be injected so it seemed logical that dioxins were<br />

transported to the <strong>wet</strong> scrubber during these periods.<br />

As can be seen in Fig. 2 the dioxin levels were elevated<br />

also in the measuring campaign in October 2000 (0.36<br />

and 0.45 ng/m 3 TEQ in W0040). When the continuous<br />

sampling equipment was installed in July 2001 the<br />

TEQ-value <strong>after</strong> the scrubber was 0.52 ng/m 3 , which is<br />

in the same range as in the October measurement. In<br />

Fig. 2 it can be seen that all the homologues except<br />

OCDF and OCDD fell from this high level to a level<br />

comparable to the levels measured before the scrubber<br />

(0.003–0.03 ng/m 3 ). This decline took almost 15 months<br />

from the shut down <strong>of</strong> the ESP. In W0147, which is in<br />

the beginning <strong>of</strong> November 2001 the first result below<br />

0.1 ng/m 3 TEQ <strong>after</strong> the scrubber was obtained. The result<br />

was 0.06 ng/m 3 TEQ and two weeks later the level<br />

had decreased further to 0.04 ng/m 3 .<br />

During the period <strong>of</strong> continuos sampling presented<br />

here, two dramatically risings <strong>of</strong> TEQ levels were observed,<br />

both in the period just <strong>after</strong> a maintenance stop<br />

<strong>of</strong> the plant. At the first occasion (W0215) the TEQ<br />

value increased from 0.02 ng/m 3 to 0.25 ng/m 3 and at the<br />

second occasion (W0240) the TEQ-value increased from<br />

0.03 to 0.15 ng/m 3 . It is believed that during the start-up<br />

periods high levels <strong>of</strong> dioxins are generated which normally<br />

is not recognized since sampling normally takes<br />

place only during stable operating conditions.<br />

The high concentrations just <strong>after</strong> start-up and the<br />

somewhat exponential decline <strong>after</strong>wards indicate that<br />

dioxins are adsorbed on the olefin plastics in the scrubber<br />

and released slowly. Otherwise a sharp peak would<br />

be expected just <strong>after</strong> start-up. It is also typical that<br />

the concentrations <strong>of</strong> OCDD/F do not vary over time<br />

since it is known that the absorption for these homologues<br />

are much stronger than for the others, (Kreisz<br />

et al., 1996). The different absorption pattern for different<br />

congeners can be explained by their different vapour<br />

pressures. The strong dependence on vapour pressures<br />

with the degree <strong>of</strong> chlorination has been described by<br />

Rordorf (1989).<br />

The change in composition can be seen even better<br />

when the data is studied using multivariate statistics.<br />

The concentrations <strong>of</strong> the 17 congenes that are used in<br />

the calculation <strong>of</strong> the TEQ value and the results in<br />

Fig. 2 were evaluated using PCA. At first a general<br />

PCA analysis <strong>of</strong> the data was made. This model gave little<br />

information as to the memory effect, since most <strong>of</strong> the<br />

variation in the data set was used to explain the changes<br />

in concentrations between the different sampling periods.<br />

If, however, the individual results for every congener<br />

was divided by the total amount <strong>of</strong> all dioxins and<br />

furans in that sample, the influence from variations in<br />

concentration could be eliminated.<br />

A new PCA model was calculated using the new variables<br />

and it was found that principal components 1 and<br />

3 <strong>of</strong> this model best described the variations in congener<br />

pattern that had been observed. The score and loading<br />

plots for these vectors are shown in Figs. 5 and 6<br />

respectively.<br />

7<br />

6<br />

5<br />

4<br />

3<br />

4<br />

3<br />

2<br />

t [3]<br />

1<br />

0<br />

-1<br />

-2<br />

-3<br />

2<br />

1<br />

10<br />

8<br />

50<br />

45 44<br />

49<br />

4743<br />

46 48 40<br />

3536 29 32 33 4239<br />

38<br />

31<br />

20 26 34<br />

24 25 30<br />

41 37<br />

55<br />

56<br />

53<br />

57 22<br />

9<br />

1119<br />

52<br />

21 181716<br />

5<br />

23 27 51 1314<br />

54<br />

12 15<br />

7<br />

28<br />

-4<br />

-5<br />

6<br />

-10 -9 -8 -7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8<br />

t [1]<br />

Fig. 5. Score plot vector 1 vs vector 3. Observations 1, 2, 3, 4, 6, 8, 10 are measurements before the <strong>wet</strong> scrubber. Maintenance stops<br />

are between obs. 36–37 and obs. 50–51. The ellipse indicates the Hotelling T2 95% confidence interval.


C.-J. Löthgren, B. van Bavel / Chemosphere 61 (2005) 405–412 411<br />

0.40<br />

totdioxin<br />

TEQ<br />

TCDD<br />

0.30<br />

0.20<br />

2378TCDD<br />

HxCDD<br />

PnCDD<br />

0.20<br />

p [3]<br />

0.00<br />

-0.10<br />

-0.20<br />

HpCDD<br />

1234678hpCDD<br />

1234789hpCDF<br />

HpCDF 123789hxCDF<br />

OCDD OCDF<br />

1234678hpCDF<br />

123789hxCDD<br />

123478hxCDD<br />

123678hxCDD123478hxCDF<br />

23478pCDF<br />

HxCDF<br />

123678hxCDF<br />

12378pCDD<br />

2378TCDF<br />

234678hxCDF<br />

12378pCDF<br />

PnCDF<br />

TCDF<br />

-0.30<br />

TotFuran<br />

-0.30<br />

-0.20 -0.10<br />

0.00<br />

p [1]<br />

0.10<br />

0.20<br />

Fig. 6. Loading plot vector 1 vs vector 3. Low-chlorinated congeners are situated to the right and PCDDs are situated to the top,<br />

PCDFs to the bottom <strong>of</strong> the diagram.<br />

To the left in Fig. 5, with low values in score vector 1,<br />

all the measurements before the scrubber are located<br />

(obs. nos 1,2,3,4,6,8,10) and the measurements <strong>after</strong><br />

the scrubber are located more to the right. Two maintenance<br />

stops are located between obs. nos 36 and 37 and<br />

between nos 50 and 51. A rapid shift in score vector 1<br />

can be observed during the two maintenance stops. Further<br />

it is visible how the observations at the beginning <strong>of</strong><br />

the continuos sampling period (obs. nos 12–16) are all<br />

located close together. During a transition period <strong>of</strong><br />

four weeks the observations have moved to a new point<br />

in the diagram, indicating a new composition in the<br />

emission pattern. The emission pattern is then relatively<br />

stable until the maintenance stop between observations<br />

36 and 37 occurs.<br />

Observation 12, which is the first measurement with<br />

the continuos sampling device, and observation 37 almost<br />

have the same score in vector 1 but differ in vector<br />

3. From observation 37, which is the first observation<br />

<strong>after</strong> one <strong>of</strong> the maintenance stops, the process again<br />

moves from high values in vector 1 to lower values over<br />

a couple <strong>of</strong> weeks. The same shift can be seen even better<br />

between observations 50 and 51 which is the second<br />

maintenance stop during the period covered in this study.<br />

The loading plot (Fig. 6) shows a tendency that the<br />

degree <strong>of</strong> chlorination is described by loading vector 1<br />

and the ratio <strong>of</strong> PCDD to PCDF is described by loading<br />

vector 3. Low-chlorinated congeners have higher loadings<br />

in vector 1 and PCDFs are situated toward lower<br />

values in loading vector 3. Implementing this in the<br />

score diagram it seems that just <strong>after</strong> a maintenance stop<br />

there is a big loss <strong>of</strong> dioxins and furans with four chlorine<br />

atoms. The difference in score vector 3 for the observations<br />

12 and 37 would then indicate that the ratio<br />

PCDD/PCDF is higher <strong>after</strong> the maintenance stop than<br />

it was when the continuos samplings were started. The<br />

PCA model also shows that there is a shift between<br />

PCDDs and PCDFs over time since the loadings for<br />

total-PCDD and total-PCDF are situated on one <strong>of</strong><br />

the diagonals in Fig. 6.<br />

5. Conclusions<br />

• The high PCDD/F <strong>emissions</strong> found <strong>after</strong> the <strong>installation</strong><br />

<strong>of</strong> the <strong>wet</strong> scrubber was caused by memory<br />

effects due to high formation in the incinerator during<br />

start up <strong>of</strong> the plant.<br />

• The homologue pattern <strong>after</strong> the <strong>wet</strong> scrubber differs<br />

significantly from the pattern before the scrubber. A<br />

relation between the degree <strong>of</strong> chlorination, the<br />

vapour pressure and the emission level for a specific<br />

congener was found with the use <strong>of</strong> multivariate<br />

statistics.<br />

• Start-up periods, e.g. <strong>after</strong> maintenance stops, are the<br />

main cause <strong>of</strong> elevated dioxin <strong>emissions</strong> from an<br />

incinerator. This can only be shown by continuos<br />

monitoring where all modes <strong>of</strong> operation are covered.


412 C.-J. Löthgren, B. van Bavel / Chemosphere 61 (2005) 405–412<br />

Acknowledgments<br />

The authors would like to thank the staff at Sydkraft<br />

SAKAB for their assistance and acknowledge the analyses<br />

work <strong>of</strong> Eur<strong>of</strong>ins, Münster Roxel.<br />

This study was financially supported by the Swedish<br />

Knowledge foundation and SAKAB Kumla<br />

Miljöstiftelse.<br />

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