CD control of fourdrinier paper machines – how it all began ...
CD control of fourdrinier paper machines – how it all began ... CD control of fourdrinier paper machines – how it all began ...
CD control of fourdrinier paper machines – how it all began Hansson, Å. (2010) Control Systems 2010, SPCI, Stockholm. INNVENTIA AB Drottning Kristinas väg 61, Box 5604 SE-114 86 Stockholm, Sweden Tel +46 8 676 70 00 Fax +46 8 411 55 18 VAT No. SE556603110901 info@innventia.com www.innventia.com
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<strong>CD</strong> <strong>control</strong> <strong>of</strong> <strong>fourdrinier</strong> <strong>paper</strong> <strong>machines</strong> <strong>–</strong> <strong>how</strong> <strong>it</strong> <strong>all</strong> <strong>began</strong><br />
Hansson, Å. (2010)<br />
Control Systems 2010, SPCI, Stockholm.<br />
INNVENTIA AB<br />
Drottning Kristinas väg 61, Box 5604<br />
SE-114 86 Stockholm, Sweden<br />
Tel +46 8 676 70 00<br />
Fax +46 8 411 55 18<br />
VAT No. SE556603110901<br />
info@innventia.com<br />
www.innventia.com
<strong>CD</strong> CONTROL OF FOURDRINIER<br />
PAPER MACHINES- HOW IT ALL<br />
BEGAN<br />
Åke Hansson<br />
Innventia AB, P.O. Box 5604,<br />
SE-114 86 Stockholm, SWEDEN<br />
[Ake.Hansson@innventia.com]<br />
ABSTRACT<br />
In the early/mid 1970’ies work at STFI - the Swedish<br />
Pulp and Paper Research Inst<strong>it</strong>ute (now w<strong>it</strong>h the new<br />
name “Innventia”) led to the then revolutionary concept<br />
<strong>of</strong> considering the basis weight response to an actuator<br />
change as a transfer function which could be modelled,<br />
simulated and used for pr<strong>of</strong>ile optimisation in a <strong>CD</strong><br />
<strong>control</strong> system.<br />
The original work paved the way for <strong>all</strong> <strong>CD</strong> <strong>control</strong><br />
systems to follow by establishing several basic concepts<br />
and understandings.<br />
Several systems were placed on the Nordic market by<br />
STFI until the concept was transferred to<br />
Sentrol/Valmet (now Metso) in the mid 80’ies.<br />
INTRODUCTION<br />
Figure 1: The pr<strong>of</strong>ile optimisation ch<strong>all</strong>enge<br />
This <strong>paper</strong> is given in recogn<strong>it</strong>ion <strong>of</strong> the visions <strong>of</strong> three<br />
persons that I want to specific<strong>all</strong>y name in this context.<br />
Namely, from STFI there were the researchers Inge<br />
Lundqvist and Thomas Östman and from the Skogh<strong>all</strong><br />
PM5, the production manager Idon Gladh.<br />
At the time IPR issues prevented STFI from presenting<br />
much detail about their work although, over the years,<br />
some presentations were made, mostly in Swedish. I<br />
have tried to make up for that on some later occasions,<br />
e.g. a Tappi meeting in Vancouver and a PIRA meeting<br />
in Edinburgh in the late 90’ies.<br />
In the mid 80’ies the author was appointed the<br />
instrumentation manager at the Stora Enso Skogh<strong>all</strong><br />
mill. At the time when the <strong>CD</strong> Control work was<br />
conducted at Skogh<strong>all</strong> I was STFI’s systems<br />
Control Systems 2010 1<br />
engineering counterpart at the Sack<strong>paper</strong> Divisions<br />
Development department on the PM5 at the Skogh<strong>all</strong><br />
Mill. As such I was working on the pr<strong>of</strong>ile optimisation<br />
task closely w<strong>it</strong>h STFI and w<strong>it</strong>h the machine tenders on<br />
the PM5.<br />
The following is based on my recollection <strong>of</strong> the work<br />
and experiences we made over a period <strong>of</strong> many years<br />
in the late 70’ies and the first half <strong>of</strong> the 80’ies.<br />
HISTORY<br />
Of course many people have been pondering over the<br />
cross machine pr<strong>of</strong>iles on <strong>fourdrinier</strong> <strong>machines</strong> for<br />
decades already. Lennart Haglund at STFI had<br />
measured the effects <strong>of</strong> slice adjustments on the STFI<br />
Pilot Machine in the mid 70’ies and several others<br />
(Jasper Mardon, for one) have done similar work even<br />
earlier. (See also references [1] and [2])<br />
However, at that time, <strong>control</strong>ling the cross machine<br />
pr<strong>of</strong>ile was in real<strong>it</strong>y considered an art, or even “black<br />
magic”, that only a few very gifted machine tenders<br />
mastered. Of the machine tenders on the PM5 there was<br />
one person in particular that could repeatedly improve<br />
the pr<strong>of</strong>iles w<strong>it</strong>hin an hour or two, and another one that,<br />
more <strong>of</strong>ten than not, left the pr<strong>of</strong>ile in a worse state than<br />
when he went up to the headbox to adjust the slice. The<br />
other machine tenders were somewhere in-between..<br />
On the machine, the sideways extension <strong>of</strong> the basis<br />
weight response was not fully considered. The “bizarre”<br />
side effects that could result from an adjustment was<br />
<strong>of</strong>ten referred to as a result <strong>of</strong> “cross currents” on the<br />
wire or as a specific result coupled to the history <strong>of</strong> the<br />
adjustments made previously.<br />
In the 70’ies the cond<strong>it</strong>ions were changing rapidly.<br />
Computer based scanning measurement systems had<br />
been around since the late 60’ies (albe<strong>it</strong> w<strong>it</strong>h lim<strong>it</strong>ed <strong>CD</strong><br />
resolution), “portable” computers, like the PDP 11/36<br />
used by STFI in this project, were introduced to the<br />
market, and Idon Gladh at the Skogh<strong>all</strong> Mill had<br />
inst<strong>all</strong>ed and patented a high resolution system for<br />
hysteresis free measurements <strong>of</strong> the slice lip adjustment<br />
screw pos<strong>it</strong>ions.<br />
Idon’s idea was that if you could reset the slice lip to a<br />
previously acceptable pos<strong>it</strong>ion, you should be able to<br />
restore the <strong>CD</strong> pr<strong>of</strong>ile to an acceptable state after a<br />
grade change or a maintenance shut down. Much to his<br />
dismay, <strong>it</strong> did not seem to work that way. Therefore,<br />
when STFI approached him w<strong>it</strong>h the suggested <strong>CD</strong><br />
<strong>control</strong> project, he immediately saw <strong>it</strong>s potential.<br />
THE SKOGHALL PM5<br />
The PM5 (which was dismantled and sold to Asia in<br />
1995) was a <strong>fourdrinier</strong> sack <strong>paper</strong> machine built by<br />
KMW in 1968. Some important machine characteristics<br />
<strong>of</strong> the PM5 are summarised here.<br />
• Production: 130 tpa sack kraft (700 mpm @ 70<br />
gsm)<br />
• Headbox: Conventional air pad (but wet<br />
surfaces “electro-polished” to reduce scaling),
7.1 metres, 48 slice screws (150 mm slice<br />
screw spacing)<br />
• Slice opening: 50-55 mm (Headbox<br />
consistency around 0.18-0.24 %)<br />
• Scanning measurement system: AccuRay 800<br />
w<strong>it</strong>h Krypton based Basis Weight<br />
measurement, RF Moisture measurement and<br />
semi non-contacting Caliper.<br />
As <strong>it</strong> turned out, this is a type <strong>of</strong> machine which re<strong>all</strong>y<br />
exhib<strong>it</strong>s an extremely troublesome slice screw actuator<br />
response.<br />
The scanning measurement system, although employing<br />
a computer, was still pretty much built on analogue<br />
technology, <strong>all</strong>owing STFI to extract the raw pr<strong>of</strong>ile<br />
measurement signals at a resolution much higher than<br />
the native <strong>of</strong> about “one average per slice screw” that<br />
was thought to be sufficient at the time.<br />
Another interesting feature <strong>of</strong> the machine was that Idon<br />
Gladh had decided to let almost the full width <strong>of</strong> the<br />
sheet through the machine (in order to save on expanda<br />
wear) and trim the sheet just before the reel using hipressure<br />
water jets.<br />
And, as mentioned before, <strong>it</strong> had a very high resolution<br />
slice pos<strong>it</strong>ion measurement system based on LVDTs<br />
connected directly between the slice lip and the front<br />
w<strong>all</strong> <strong>of</strong> the headbox (bypassing the adjustment screws).<br />
Figure 2: Principle for the back-lash free measurement<br />
<strong>of</strong> the slice screw pos<strong>it</strong>ions on the PM5.<br />
Although the resolution was better than 1/100 <strong>of</strong> a<br />
millimetre, no one at that time re<strong>all</strong>y thought that<br />
anything beyond tenths <strong>of</strong> millimetres was significant.<br />
THE BASIS WEIGHT RESPONSE<br />
Defin<strong>it</strong>ion: The basis weight response in this context<br />
refers to the effect on the Dry Weight <strong>CD</strong> pr<strong>of</strong>ile caused<br />
by a hypothetical 1 mm adjustment <strong>of</strong> a slice screw.<br />
W<strong>it</strong>h accurate measurements <strong>of</strong> the sheet qual<strong>it</strong>y<br />
pr<strong>of</strong>iles and <strong>of</strong> the slice pos<strong>it</strong>ion pr<strong>of</strong>ile, work begun to<br />
Control Systems 2010 2<br />
measure the effect <strong>of</strong> a slice screw change on the qual<strong>it</strong>y<br />
pr<strong>of</strong>iles <strong>of</strong> the sheet.<br />
The Dig<strong>it</strong>al Equipment PDP 11/36 computer easily<br />
collected measured data and “Idpac” (a Matlab like<br />
precursor from the Univers<strong>it</strong>y <strong>of</strong> Lund) was used to<br />
perform process identification. Results were then<br />
converted into mathematical models implemented in<br />
Fortran 77. The Idpac tool was also used for diverse<br />
pr<strong>of</strong>ile calculations in the on-line system.<br />
Some <strong>of</strong> the early findings were<br />
• that the effect <strong>of</strong> a slice screw adjustment was<br />
in fact not “arb<strong>it</strong>rary” but very repeatable, also<br />
between slice screws on the machine<br />
• that the effect <strong>of</strong> many simultaneous<br />
adjustments could be approximated by the<br />
super pos<strong>it</strong>ioned effects <strong>of</strong> the individual<br />
adjustments<br />
• that the effect <strong>of</strong> the sheet edges on the PM5<br />
were, for practical purposes, neglectable<br />
In<strong>it</strong>i<strong>all</strong>y the development team also had an alternate<br />
hypothesis; namely that the sheet edges acted more or<br />
less like a mirror to the waves on the wire. However, the<br />
machine tenders did what they could to prevent<br />
reflections by using stepped deckle boards and wire<br />
wedges. Further, the outermost parts <strong>of</strong> the sheet never<br />
reached the reel to be measured by the scanning system.<br />
Therefore, the measurable effects <strong>of</strong> any edge effects<br />
could be disregarded on this machine.<br />
Numerous experiments were performed to model the<br />
sheet pr<strong>of</strong>ile response under varying machine<br />
cond<strong>it</strong>ions. Fin<strong>all</strong>y the development team arrived at a<br />
model, and a theory, that could predict the basis weight<br />
(and moisture, and caliper) responses from known<br />
machine operating cond<strong>it</strong>ions, most notably machine<br />
speed, basis weight and slice opening (and <strong>of</strong> course<br />
several constants like “wire length to the dry line”).<br />
Response generation<br />
The basis weight response effect is similar to that made<br />
by a fast boat on sh<strong>all</strong>ow waters. When depressed, the<br />
slice lip (boat) creates a void in the water surface by<br />
pushing water up to the sides. Behind the boat the void<br />
is being filled by waves travelling in from the sides,<br />
into, and past, the void, creating the characteristic waves<br />
that you see after the boat. As waves do when the paths<br />
cross, the individual waves are unaffected by each other,<br />
but their respective ampl<strong>it</strong>ude effects are superimposed<br />
onto each other. It turned out that the dispersive effects<br />
did not have to be accounted for, w<strong>it</strong>hin the operating<br />
range <strong>of</strong> the PM5. On the wire, the waves travel slower<br />
as the suspension depth decreases. Obviously the wave<br />
sideways movement stops when the dry line is reached.<br />
The fibre distribution is thus “frozen” in this MD<br />
pos<strong>it</strong>ion.<br />
The response model created by STFI accounted for the<br />
major effects. Increased slice opening (i.e. increased<br />
average suspension depth on the wire) and increased<br />
time-to-dry-line both increase the width <strong>of</strong> the resulting
asis weight response, whereas higher machine speed<br />
decreases <strong>it</strong>.<br />
For a fast twin wire machine, where the sheet is<br />
consolidated very quickly after the slice, the response is<br />
qu<strong>it</strong>e narrow, whereas slower <strong>fourdrinier</strong> <strong>machines</strong><br />
exhib<strong>it</strong> gradu<strong>all</strong>y broader and more dispersed responses.<br />
Figure 3: Some typical basis weight responses.<br />
The PM5 Response<br />
Figure 4: The nominal Skogh<strong>all</strong> PM5 Basis Weight<br />
response. The tick marks on the horizontal axis<br />
represent individual slice screw pos<strong>it</strong>ions (150 mm<br />
spacing at the slice). The full machine width is s<strong>how</strong>n.<br />
Figure 5: The individual components <strong>of</strong> the Skogh<strong>all</strong><br />
PM5 Basis Weight response model<br />
Control Systems 2010 3<br />
As the illustration s<strong>how</strong>s, the effect from one single<br />
slice screw extends over a width <strong>of</strong> about 3.3 metres in<br />
this case.<br />
The two separating waves are each characterized by a<br />
peak (about 60 centimetres away from the actuated slice<br />
screw) and an equ<strong>all</strong>y large v<strong>all</strong>ey some 90 cm away.<br />
At the centre <strong>of</strong> this response is seen what the<br />
developers named “the mountain” which they attributed<br />
to an effect <strong>of</strong> the actual increase in slice opening at the<br />
slice pos<strong>it</strong>ion affected.<br />
It is not hard to understand why any simple <strong>control</strong><br />
scheme will run into problems w<strong>it</strong>h such an actuator<br />
response. Nor why the operators, more <strong>of</strong>ten than not,<br />
had a hard time to figure out what was actu<strong>all</strong>y<br />
happening on the wire.<br />
Figure 6: Example: The effect <strong>of</strong> adjusting two adjacent<br />
slice screws in oppos<strong>it</strong>e directions. Horizontal tick<br />
marks per slice screw pos<strong>it</strong>ion. Dotted lines mark the<br />
two adjusted screws. The solid line indicates the<br />
resulting basis weight response.<br />
Humans do have a problem evaluating complex pr<strong>of</strong>iles.<br />
When you are presented w<strong>it</strong>h two similar pr<strong>of</strong>iles, you<br />
can easily be led into characterizing one as “having a<br />
light streak problem” at a certain pos<strong>it</strong>ion, and the other<br />
as “having a heavy streak problem” at a neighbouring<br />
pos<strong>it</strong>ion. It <strong>all</strong> comes down to <strong>how</strong> you interpret minute<br />
differences in the local environment in each pr<strong>of</strong>ile.<br />
It is my experience that effects like these, account for<br />
the seemingly arb<strong>it</strong>rary “cross currents” that the wet end<br />
operators <strong>of</strong>ten referred to.<br />
Assessing the true pr<strong>of</strong>ile<br />
The discussion above is further complicated by the fact<br />
that there are several problems associated w<strong>it</strong>h assessing<br />
the true <strong>CD</strong> pr<strong>of</strong>ile (and thus the true Basis Weight<br />
response) on a typical <strong>paper</strong> machine.<br />
The scanning speed <strong>of</strong> the traversing beta-based basis<br />
weight measurement system is a compromise which is<br />
fundament<strong>all</strong>y lim<strong>it</strong>ed by the characteristics <strong>of</strong><br />
radioactive sources as such. The sm<strong>all</strong>er the<br />
measurement integration area and the faster the<br />
scanning speed, the more uncertain is the measurement<br />
result. At the PM5 the BW measurement area was about<br />
an inch across (2.5 cm) and the scanning speed was<br />
about one minute side to side.<br />
As a result the “<strong>CD</strong> pr<strong>of</strong>ile” actu<strong>all</strong>y contained one<br />
hundred times the length <strong>of</strong> information in the MD<br />
direction, as compared to in the <strong>CD</strong> direction. And<br />
when one edge has been measured, <strong>it</strong> could take two full<br />
minutes before another sample could be made <strong>of</strong> the
pr<strong>of</strong>ile in the same pos<strong>it</strong>ion again. Obviously individual<br />
pr<strong>of</strong>iles had to be accumulated for a considerable time<br />
to arrive at anything that could be considered to be “the<br />
true measured <strong>CD</strong> pr<strong>of</strong>ile” <strong>of</strong> the machine.<br />
Add to that the transport delay from slice to reel and<br />
secondary dynamic effects for moisture and caliper and<br />
you can appreciate why the <strong>control</strong> system’s typical<br />
“cycle time” was more like 15 minutes to half an hour.<br />
Thus, the speed <strong>of</strong> the slice actuators was never re<strong>all</strong>y<br />
considered an issue.<br />
Figure 7: Some typical <strong>CD</strong> weight pr<strong>of</strong>iles during a 90<br />
minute period<br />
At this stage, let me point out that the typical<br />
measurement system’s “average pr<strong>of</strong>iles” (which were<br />
created by exponenti<strong>all</strong>y adding subsequent pr<strong>of</strong>iles<br />
together) is not very efficient in suppressing periodical<br />
MD variations. In fact, w<strong>it</strong>h a typical averaging factor<br />
<strong>of</strong> 0.5 one could hope to suppress, at best, some 50<br />
percent <strong>of</strong> the disturbance, <strong>of</strong>ten much less.<br />
To counter the scanning systems sens<strong>it</strong>iv<strong>it</strong>y for<br />
periodical MD variations <strong>it</strong> was considered to randomly<br />
change the scanning speed or the starting time for each<br />
scan, but <strong>it</strong> was never implemented at that time.<br />
However, as the STFI <strong>CD</strong> <strong>control</strong> system could generate<br />
<strong>it</strong>s own straight-average pr<strong>of</strong>iles from <strong>it</strong>s saved raw<br />
measurement data, <strong>it</strong> was more efficient in suppressing<br />
MD variations than the “host” system was.<br />
Note also, that in this system there was one disturbance<br />
that was perfectly in sync w<strong>it</strong>h the pr<strong>of</strong>ile build-up <strong>–</strong> the<br />
MD basis weight <strong>control</strong> output, which occurred at the<br />
same <strong>CD</strong> pos<strong>it</strong>ion(s) at each scan.<br />
A word on pr<strong>of</strong>ile resolution and alignment<br />
The “two big ones” in the seventies were AccuRay and<br />
Measurex (w<strong>it</strong>h Sentrol and Lippke following).<br />
AccuRay’s approach was to let the screen resolution<br />
determine the pr<strong>of</strong>ile resolution which resulted in<br />
pr<strong>of</strong>iles being built from less than 64 data boxes.<br />
Measurex, on the other hand, averaged the data per slice<br />
screw (“since there is no way you can adjust a partial<br />
slice screw anyway”). In e<strong>it</strong>her case, the basic resolution<br />
was inadequate for efficient model based pr<strong>of</strong>ile <strong>control</strong><br />
<strong>of</strong> the STFI kind.<br />
The development team therefore opted, as mentioned<br />
before, to sample the scanning sensors directly into their<br />
own computer w<strong>it</strong>h a resolution <strong>of</strong> approximately three<br />
measurement points per slice screw pos<strong>it</strong>ion.<br />
The cr<strong>it</strong>ical issue is not as much pos<strong>it</strong>ioning the<br />
response as such in the right place, but to know where<br />
the steep trans<strong>it</strong>ions on e<strong>it</strong>her side <strong>of</strong> the peak f<strong>all</strong>s.<br />
Control Systems 2010 4<br />
There the response goes practic<strong>all</strong>y from minimum to<br />
maximum w<strong>it</strong>hin a distance <strong>of</strong> one slice screw width.<br />
If the systems counts on that an adjustment will<br />
increase the weight at a certain pos<strong>it</strong>ion, but the actual<br />
response width is more narrow than anticipated, <strong>it</strong><br />
would lead to a substantial decrease instead. As a result<br />
the <strong>control</strong> system could easily enter into an unstable<br />
cond<strong>it</strong>ion.<br />
When a slice screw is adjusted, the two waves start to<br />
travel away from the slice screw. The model is used to<br />
predict <strong>how</strong> far they have travelled before they reach the<br />
dry line (accounting for current machine parameters).<br />
On <strong>it</strong>s way down to the reel, two more physical effects<br />
come into play, the shrinkage pr<strong>of</strong>ile and the sideways<br />
movement <strong>of</strong> the sheet through the dryers.<br />
STFI made experiments to model the cross machine<br />
shrinkage pr<strong>of</strong>ile on the PM5 and found that <strong>it</strong> could be<br />
modelled by a second order function, a parabola, across<br />
the sheet (other <strong>machines</strong> have displayed a shrinkage<br />
pr<strong>of</strong>ile w<strong>it</strong>h a more “flattened” top.).<br />
On-line measurements <strong>of</strong> the pissers on the wire, and<br />
camera based sheet edge detectors at the reel made <strong>it</strong><br />
possible to accurately assess the sheet pos<strong>it</strong>ion and the<br />
average shrinkage <strong>of</strong> the sheet.<br />
Thus, the slice screw pos<strong>it</strong>ion at the headbox could be<br />
accurately mapped onto the measured sheet <strong>CD</strong> pr<strong>of</strong>iles<br />
for basis weight, moisture and caliper.<br />
An error in the mapping function, i.e. in the placement<br />
<strong>of</strong> the individual response features relative to <strong>it</strong>s<br />
originating slice screw, <strong>of</strong>ten resulted in the<br />
characteristic “trumpet” oscillation across the sheet.<br />
As the optimiser was working <strong>it</strong>s way across the pr<strong>of</strong>ile,<br />
the effects at the very edges <strong>of</strong> the response was badly<br />
estimated, even the direction <strong>of</strong> the effect could be<br />
wrong, especi<strong>all</strong>y near the steep flanks. This s<strong>it</strong>uation<br />
leads to that gradu<strong>all</strong>y more drastic <strong>control</strong> efforts are<br />
(thought to be) required trying to keep the pr<strong>of</strong>ile<br />
variations under <strong>control</strong> (which <strong>of</strong> course fails<br />
eventu<strong>all</strong>y).<br />
The s<strong>it</strong>uation was <strong>of</strong>ten liked w<strong>it</strong>h trying to flatten a<br />
wrinkled table cloth by striking your hand over <strong>it</strong>. You<br />
are in<strong>it</strong>i<strong>all</strong>y successful but at some point you loose<br />
<strong>control</strong> and you end up w<strong>it</strong>h some major wrinkles in the<br />
end. Similarly the <strong>CD</strong> pr<strong>of</strong>iles, and the slice lip pr<strong>of</strong>ile,<br />
seem qu<strong>it</strong>e good at one side, but the s<strong>it</strong>uation gradu<strong>all</strong>y<br />
worsens across the sheet creating the characteristic<br />
“trumpet” like envelopes <strong>of</strong> the pr<strong>of</strong>iles.<br />
The s<strong>it</strong>uation was prevented by evaluating and<br />
comparing the slice lip pr<strong>of</strong>ile and the target pr<strong>of</strong>ile<br />
development during the optimisation.<br />
Response ampl<strong>it</strong>udes<br />
The development team found that they did not need to<br />
assess the response ampl<strong>it</strong>udes to a very high degree <strong>of</strong><br />
precision. Simply put, given the times involved for a<br />
full optimisation cycle, even if the ampl<strong>it</strong>udes were <strong>of</strong>f
y a considerable amount, you would quickly enough<br />
arrive at acceptable pr<strong>of</strong>iles any<strong>how</strong>.<br />
However, <strong>it</strong> was noted that the effect <strong>of</strong> a slice screw<br />
adjustment gener<strong>all</strong>y was much greater than anticipated,<br />
based on the relative change <strong>of</strong> the slice opening at the<br />
pos<strong>it</strong>ion.<br />
In fact, on the PM5, the effect was about ten times<br />
stronger, which explains why, instead <strong>of</strong> adjusting the<br />
slice by 1/10 <strong>of</strong> millimetres (as was the assumption<br />
before the project) you had to make changes to the slice<br />
screw pos<strong>it</strong>ions on the 1/100 part <strong>of</strong> a millimetre scale.<br />
The optimisation algor<strong>it</strong>hm treated “long wave”<br />
optimisation (i.e. smiling or frowning pr<strong>of</strong>iles)<br />
separately from the ones handled by the response<br />
model.<br />
The Idon Hypothesis<br />
One attempt to explain the excessive effect <strong>of</strong> a sm<strong>all</strong><br />
slice opening change has been made by considering the<br />
possible effect <strong>of</strong> what was termed the “Idon-distance”<br />
on the flow pattern when the suspension passes the<br />
slice.<br />
Figure 8: How, according to the “Idon Hypothesis”, the<br />
apparent slice opening (ASO) changes when the “Idon<br />
distance changes<br />
According to the hypothesis, a sm<strong>all</strong> “Idon distance”<br />
change results in a proportional change in the flow (A<br />
above). And for a larger Idon distance, the flow along<br />
the front w<strong>all</strong> is completely diverted to an in<strong>it</strong>ial<br />
downward flow, and again, the flow changes<br />
proportion<strong>all</strong>y (C above). But in-between (B) there is a<br />
region where a sm<strong>all</strong> change in the Idon distance not<br />
only changes the physical slice opening, but also<br />
changes the deflection angle <strong>of</strong> the flow along the front<br />
w<strong>all</strong>, thus changing the “efficient slice opening” by the<br />
downward effect <strong>of</strong> the suspension flow nearest the slice<br />
lip.<br />
OPERATOR INVOLVEMENT (AND CLEVER<br />
SOFTWARE) <strong>–</strong> THE KEY TO SUCCESS.<br />
The system was developed by STFI on the PM5 system,<br />
in close cooperation w<strong>it</strong>h the machine operators and the<br />
development and production personnel at the machine.<br />
In<strong>it</strong>i<strong>all</strong>y the system was designed as an “operator<br />
guidance” system only, (but was later expanded w<strong>it</strong>h<br />
stepper motors on the slice screws.)<br />
An advisory system<br />
The result <strong>of</strong> a pr<strong>of</strong>ile optimisation run was presented to<br />
the operators as a list <strong>of</strong> suggested slice screw set<br />
points. On the w<strong>all</strong>, clearly seen from any pos<strong>it</strong>ion on<br />
the headbox, the operator could c<strong>all</strong> up the data for a<br />
particular slice screw. The <strong>control</strong> error was displayed<br />
Control Systems 2010 5<br />
in a thermometer like fashion. Thus, <strong>all</strong> the operator had<br />
to do, was to adjust the screw in question until the error<br />
bar s<strong>how</strong>ed zero and then move on to the next screw.<br />
The system worked qu<strong>it</strong>e well, the operators quickly<br />
learnt <strong>how</strong> to handle the screw backlash to get to the<br />
setpoint efficiently. Nevertheless, performing a new<br />
slice screw adjustment took considerable time.<br />
(Although the s<strong>of</strong>tware always minimized the number<br />
<strong>of</strong> slice screws to adjust, by consolidating many slice<br />
screws into one, or entirely removing a slice screw from<br />
the calculations if <strong>it</strong>s effect could be considered<br />
negligible).<br />
When the system development stabilised, <strong>it</strong> was<br />
converted to a fully automatic system w<strong>it</strong>h stepper<br />
motor actuators added to the manual adjustment shafts<br />
<strong>of</strong> the screws.<br />
HUMAN INTERFACE DESIGN<br />
The system had lots <strong>of</strong> s<strong>of</strong>tware features to <strong>all</strong>ow the<br />
operators to take part in the development and to make<br />
them feel that they were in <strong>control</strong> <strong>of</strong> the system at <strong>all</strong><br />
times.<br />
Flexible target pr<strong>of</strong>iles<br />
Previous investigations had indicated that a good<br />
moisture pr<strong>of</strong>ile was more important for satisfactory<br />
conversion <strong>of</strong> the PM5 <strong>paper</strong> than an optimized dry<br />
weight pr<strong>of</strong>ile (and, incident<strong>all</strong>y, that a good web<br />
tension pr<strong>of</strong>ile might be even more important).<br />
The STFI <strong>control</strong> system was highly programmable in<br />
the sense that any pr<strong>of</strong>iles could be weighted into the<br />
optimization. Under typical cond<strong>it</strong>ions the target<br />
optimising efforts were distributed between weight and<br />
moisture in a 30/70 fashion.<br />
Later developments could also cope w<strong>it</strong>h multiple<br />
headboxes and weighing in the effects <strong>of</strong> a fibre<br />
orientation pr<strong>of</strong>ile.<br />
All sorts <strong>of</strong> lim<strong>it</strong>ations were <strong>of</strong> course built into the slice<br />
optimization, including max and min values, maximum<br />
bending, screw to screw lim<strong>it</strong>ations etc. At times the<br />
optimization algor<strong>it</strong>hm could be made favour a more<br />
“simple” slice pr<strong>of</strong>ile, even at a sm<strong>all</strong> cost in the<br />
moisture and weight pr<strong>of</strong>ile variations. The reason being<br />
that, although several possible slice pr<strong>of</strong>iles might yield<br />
approximately the same qual<strong>it</strong>y pr<strong>of</strong>iles, the more<br />
complex ones depended on an intricate balance between<br />
different slice screw responses; a balance that would<br />
quickly be upset when the response width changed, such<br />
as when the machine speed was changed.<br />
What-if simulations<br />
A simulation feature <strong>all</strong>owed the operators to actu<strong>all</strong>y<br />
ask the system “if I actu<strong>all</strong>y follow these<br />
recommendations, what would be the expected resulting<br />
pr<strong>of</strong>iles”. Alternatively, the operator could simulate<br />
implementing his own strategy, screw by screw, and<br />
study the expected pr<strong>of</strong>ile results from each change.
Operator involvement<br />
A “Save” function <strong>all</strong>owed the operators to compare the<br />
two results. A host <strong>of</strong> other tools were available to the<br />
operators, like excluding one or more slice screws from<br />
the calculations (because the screw was deemed<br />
unreliable, or to get out <strong>of</strong> a suspected “local<br />
minimum”)<br />
Another important feature was that the operators could<br />
not only save results, but also give comments to the<br />
developers in the process.<br />
It was a great help to receive comments like “In this<br />
example I have, according to the simulator, manu<strong>all</strong>y<br />
managed to outperform the automatic optimisation<br />
algor<strong>it</strong>hm qu<strong>it</strong>e considerably. I believe this is<br />
because…”. Such a comment could result in improved<br />
optimisation algor<strong>it</strong>hms, improved simulation<br />
algor<strong>it</strong>hms, or at least lead to stimulating discussions<br />
between operators and developers.<br />
The PDP 11’s operating system (RSX11/M, later<br />
inspiring to Windows NT and <strong>it</strong>s successors) had a<br />
command line interpreter c<strong>all</strong>ed CCL which the<br />
development team at STFI further developed into TCL.<br />
TCL was a parser that could translate natural language<br />
operator given commands into computer parlance.<br />
In <strong>all</strong> <strong>it</strong>s simplic<strong>it</strong>y <strong>it</strong> was very efficient in actu<strong>all</strong>y<br />
giving the user the perception <strong>of</strong> an intelligent<br />
computer. As an example, the operator command “Plot<br />
Basis Weight and Moisture versus Slice” was easily<br />
converted to a c<strong>all</strong> to the plotting program w<strong>it</strong>h the<br />
proper parameters.<br />
The one-year average pr<strong>of</strong>ile<br />
The command “Plot average dry weight pr<strong>of</strong>ile from<br />
DATE to DATE” readily presented us w<strong>it</strong>h a year average<br />
pr<strong>of</strong>ile<br />
One one-year-average pr<strong>of</strong>ile s<strong>how</strong>ed three distinct<br />
features, one low streak related to the “centre <strong>of</strong> the<br />
headbox”, two high streaks related to the head box front<br />
w<strong>all</strong> supporting beams and a fourth feature near the<br />
drive side end that later proved to be caused by the slice<br />
lip production process. Namely: For shop space reasons<br />
the manufacturer made the slice in two pieces that were<br />
then welded together to create the 7 metre slice lip<br />
required by the PM5. Although every effort was made<br />
to polish the joint to perfection, obviously <strong>it</strong> made <strong>it</strong>s<br />
mark on the sheet any<strong>how</strong>.<br />
This finding led to a modified slice production process<br />
at the suppliers shop and another source <strong>of</strong> bad pr<strong>of</strong>iles<br />
being removed from the PM5.<br />
CONCLUSIONS<br />
The STFI Pr<strong>of</strong>ile Optimisation system was very<br />
advanced for <strong>it</strong>s time, and at least for the decade to<br />
follow. The flexible and user friendly s<strong>of</strong>tware, along<br />
w<strong>it</strong>h clever algor<strong>it</strong>hms was very sophisticated and<br />
par<strong>all</strong>eled modern s<strong>of</strong>tware in many aspects.<br />
The work put the focus on the <strong>CD</strong> variations which led<br />
to many new ideas regarding <strong>how</strong> to assess the “truest<br />
Control Systems 2010 6<br />
possible <strong>CD</strong> Pr<strong>of</strong>iles” in the most efficient way. It<br />
changed the way people thought about <strong>CD</strong> resolution<br />
and quickly led to systems w<strong>it</strong>h much improved <strong>CD</strong><br />
pr<strong>of</strong>ile measurements. It also inspired the development<br />
<strong>of</strong> many new actuating systems to <strong>control</strong> various <strong>CD</strong><br />
pr<strong>of</strong>iles more efficiently (the dilution headbox was a<br />
very successful innovation in this respect).<br />
The STFI research project can indeed be c<strong>all</strong>ed a<br />
commercial success, fulfilling the emerging needs <strong>of</strong> the<br />
<strong>paper</strong> industry for more efficient production (improved<br />
pr<strong>of</strong>iles <strong>all</strong>ow for higher speeds and reduced energy<br />
consumption) and more compet<strong>it</strong>ive products w<strong>it</strong>h less<br />
property variations across the sheet.<br />
Figure 9: Ideas about “near instantaneous <strong>CD</strong> basis<br />
weight pr<strong>of</strong>iles” are not new, as can be seen from this<br />
old illustration from the TAPPI Journal <strong>of</strong> June 1957<br />
ACKNOWLEDGEMENTS<br />
Apart from the persons already mentioned, the author<br />
acknowledges <strong>all</strong> the other dedicated researchers and<br />
project leaders at STFI/Innventia, operating personnel at<br />
the PM5 and at the other mills involved and w<strong>it</strong>h the<br />
innovation partner Metso. They have <strong>all</strong> worked hard to<br />
develop the “STFI OPTI Pr<strong>of</strong>ile” and <strong>it</strong>s descendants<br />
over the years.<br />
REFERENCES<br />
[1] Cuffey, William H., ”Some factors involved in basis<br />
weight uniform<strong>it</strong>y”, TAPPI Journal, 40 (6): 1957<br />
[2] Beecher, A.E., Bareiss, R.A., ”Theory and practice<br />
<strong>of</strong> automatic <strong>control</strong> <strong>of</strong> basis weight pr<strong>of</strong>iles”, TAPPI<br />
Journal 58 (5): 1970<br />
[3] Haglund, Lennart, ”Control <strong>of</strong> basis weight pr<strong>of</strong>iles<br />
by the slice opening” ,<br />
STFI B-310, Stockholm, 1975.<br />
[4] Eriksson, L., Hill, J., Lundqvist, I., ”Control <strong>of</strong> the<br />
<strong>paper</strong>making process and <strong>of</strong> the <strong>CD</strong> basis weight pr<strong>of</strong>ile<br />
on a <strong>paper</strong> machine” ,<br />
Das Papier, 32 (10A), 1978.<br />
[5] Karlsson, H., Lundqvist, I., Östman, T., ”Principles<br />
and potentials <strong>of</strong> <strong>CD</strong> basis weight <strong>control</strong>”, Proceedings<br />
from Control Systems 1982,, Stockholm, 1982.
[6] Karlsson, H., Hansson, Å., ”Optimal cross-direction<br />
basis weight and moisture pr<strong>of</strong>ile <strong>control</strong> on <strong>paper</strong><br />
<strong>machines</strong>”, Pulp and Paper Canada, 86 (8): 1985.<br />
[7] Gladh, Idon, ”The IDON-distance, the story <strong>of</strong> a<br />
hypothesis by Idon Gladh” , Svensk papperstidning, 90 (6): 92 1987.<br />
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