Abstract

An appropriate register control method for a roll-to-roll (R2R) printing system must achieve not only high register accuracy but also the smoothness of the control signal and simple implementation. This paper compares recent register control approaches, i.e., model-based feed-forward proportional differential (MFPD), direct-decoupling proportional differential (DDPD) control, and fully decoupled proportional differential (FDPD) control, with three main performance indexes including register accuracy, implementation difficulty and smoothness of control signal. The mutual conversion between the different defined register errors in the three control methods is derived, so that the different defined register errors can be reciprocally transformed. According to the proposed mutual conversion analysis, the most appropriate conditions for using the three decoupling control methods are provided, which is very useful for the control method selection in industrial applications. Experiments and comparison are carried out to demonstrate the effectiveness of the proposed mutual conversion, which verify the derived most appropriate conditions of the three decoupling control methods.

References

1.
Sievers
,
L.
,
Balas
,
M. J.
, and
Flotow
,
A. V.
,
1988
, “
Modeling of Web Conveyance Systems for Multivariable Control
,”
IEEE Trans. Autom. Control
,
33
(
6
), pp.
524
531
.10.1109/9.1247
2.
Morrison
,
N. A.
,
Stolley
,
T.
,
Hermanns
,
U.
,
Reus
,
A.
,
Deppisch
,
T.
,
Bolandi
,
H.
,
Melnik
,
Y.
,
Singh
,
V.
, and
Cruz
,
J. G.
,
2015
, “
An Overview of Process and Product Requirements for Next Generation Thin Film Electronics, Advanced Touch Panel Devices, and Ultra High Barriers
,”
Proc. IEEE
,
103
(
4
), pp.
518
534
.10.1109/JPROC.2015.2408052
3.
Yoshida
,
T.
,
Takagi
,
S.
,
Muto
,
Y.
, and
Shen
,
T.
,
2008
, “
Register Control of Sectional Drive Rotogravure Printing Press
,”
Manufacturing Systems and Technologies for the New Frontier
,
Springer
, London, UK, pp.
417
420
.
4.
Shan
,
X.
,
Sunappan
,
V.
,
Salam
,
B.
, and
Lok
,
B.
,
2020
, “
Roll-to-Roll Gravure Printing of Electric Heaters on Polymeric Substrates
,”
IEEE 22nd Electronics Packaging Technology Conference (EPTC)
, IEEE, Singapore, Dec. 2–4, pp.
210
212
.10.1109/EPTC50525.2020.9315005
5.
Zhang
,
K.
,
Chen
,
C.-M.
,
Anastasova
,
S.
,
Gil
,
B.
,
Lo
,
B.
, and
Assender
,
H.
,
2019
, “
Roll-to-Roll Processable OTFT-Based Amplifier and Application for pH Sensing
,”
IEEE 16th International Conference on Wearable and Implantable Body Sensor Networks (BSN)
, IEEE, Chicago, IL, May 19–22, pp.
1
4
.10.1109/BSN.2019.8771092
6.
Kim
,
Y. Y.
,
Yang
,
T.-Y.
,
Suhonen
,
R.
,
Kemppainen
,
A.
,
Hwang
,
K.
,
Jeon
,
N. J.
, and
Seo
,
J.
,
2020
, “
Roll-to-Roll Gravure-Printed Flexible Perovskite Solar Cells Using Eco-Friendly Antisolvent Bathing With Wide Processing Window
,”
Nat. Commun.
,
11
(
1
), pp.
1
11
.10.1038/s41467-020-18940-5
7.
Kim
,
Y. Y.
,
Yang
,
T.-Y.
,
Suhonen
,
R. A.
,
Valim
,
M.
,
Maaninen
,
T.
,
Kemppainen
,
A.
,
Jeon
,
N. J.
, and
Seo
,
J.
,
2019
, “
Gravure-Printed Flexible Perovskite Solar Cells: Toward Roll-to-Roll Manufacturing
,”
Adv. Sci.
,
6
(
7
), p.
1802094
.10.1002/advs.201802094
8.
Liang
,
H.-L.
,
Bay
,
M. M.
,
Vadrucci
,
R.
,
Barty-King
,
C. H.
,
Peng
,
J.
,
Baumberg
,
J. J.
,
De Volder
,
M. F.
, and
Vignolini
,
S.
,
2018
, “
Roll-to-Roll Fabrication of Touch-Responsive Cellulose Photonic Laminates
,”
Nat. Commun.
,
9
(
1
), pp.
1
7
.10.1038/s41467-018-07048-6
9.
Chen
,
X.
,
Jamhapuram
,
M.
,
Markum
,
R.
,
Qi
,
S.
,
Lucca
,
D.
, and
Good
,
J.
,
2019
, “
Challenges for Scaling UV Nil to Production Speeds Using Roll-to-Roll Manufacturing
,”
International Conference on Nanoimprint and Nanoprint Technologies
, Boston, MA, Oct.
14
16
.https://nnt2019.org/documents/uploads/Xin_Chen_Manogna_Jamhapuram_Ron_Markum_Stephen_Qi_D.A._Lucca_and_J.K._Good~NNT_2019_Boston.pdf
10.
Goswami
,
D.
,
Munera
,
J. C.
,
Pal
,
A.
,
Sadri
,
B.
,
Scarpetti
,
C. L. P.
, and
Martinez
,
R. V.
,
2018
, “
Roll-to-Roll Nanoforming of Metals Using Laser-Induced Superplasticity
,”
Nano Lett.
,
18
(
6
), pp.
3616
3622
.10.1021/acs.nanolett.8b00714
11.
Yoshida
,
T.
,
Takagi
,
S.
,
Muto
,
Y.
, and
Shen
,
T.
,
2011
, “
Register Control of Rotogravure Printing Press. Application of Nonlinear Control Theory to Sectional Drive Printing Press
,”
Electr. Commun. Jpn.
,
94
(
1
), pp.
17
24
.10.1002/ecj.10282
12.
Choi
,
K.-H.
,
Thanh
,
T.-T.
, and
Kim
,
D.-S.
,
2009
, “
A Precise Control Algorithm for Single-Span Roll-to-Roll Web System Using the Back-Stepping Controller
,”
IEEE International Symposium on Industrial Electronics
,
IEEE
, Seoul, South Korea, July 5–8, pp.
1709
1714
.10.1109/ISIE.2009.5222079
13.
Komatsu
,
H.
,
Yoshida
,
T.
,
Takagi
,
S.
,
Shen
,
T.
, and
Muto
,
Y.
,
2007
, “
Improvement of Printing Accuracy Via Web Handling Control in Multi-Colors Printing Machines
,”
International Conference on Control, Automation and Systems
, IEEE, Seoul, South Korea, Oct. 17–20, pp.
953
956
.10.1109/ICCAS.2007.4407041
14.
Seshadri
,
A.
,
Pagilla
,
P. R.
, and
Lynch
,
J. E.
,
2013
, “
Modeling Print Registration in Roll-to-Roll Printing Presses
,”
ASME J. Dyn. Syst. Meas. Control
,
135
(
3
), p.
031016
.10.1115/1.4023761
15.
Cobos
,
T.
,
Edison
,
O.
, and
Pagilla
,
P. R.
,
2018
, “
Spatially Dependent Transfer Functions for Web Lateral Dynamics in Roll-to-Roll Manufacturing
,”
ASME J. Dyn. Syst. Meas. Control
,
140
(
11
), p.
111011
.10.1115/1.4040216
16.
Koc
,
H.
,
Knittel
,
D.
,
De Mathelin
,
M.
, and
Abba
,
G.
,
2002
, “
Modeling and Robust Control of Winding Systems for Elastic Webs
,”
IEEE Trans. Control Syst. Technol.
,
10
(
2
), pp.
197
208
.10.1109/87.987065
17.
Yoshida
,
T.
,
Takagi
,
S.
,
Muto
,
Y.
, and
Shen
,
T.
,
2008
, “
Modeling and Resister Control of Sectional Drive Gravure Printing Press
,”
Trans. Jpn. Soc. Mech. Eng.
,
74
(
742
), pp.
1438
1444
.10.1299/kikaic.74.1438
18.
Yoshida
,
T.
,
Takagi
,
S.
,
Shen
,
T.
, and
Muto
,
Y.
,
2008
, “
Modeling and Cooperative Register Control of Gravure Printing Press
,”
Trans. Jpn. Soc. Mech. Eng. C
,
74
(
738
), pp.
339
345
.10.1299/kikaic.74.339
19.
Li
,
J.
,
Mei
,
X.
,
Tao
,
T.
, and
Liu
,
S.
,
2012
, “
Research on the Register System Modelling and Control of Gravure Printing Press
,”
Proc. Inst. Mech. Eng. Part C J. Eng. Mech. Eng. Sci.
,
226
(
3
), pp.
626
635
.10.1177/0954406211415914
20.
Kang
,
H.
,
Lee
,
C.
, and
Shin
,
K.
,
2013
, “
Modeling and Compensation of the Machine Directional Register in Roll-to-Roll Printing
,”
Control Eng. Pract.
,
21
(
5
), pp.
645
654
.10.1016/j.conengprac.2012.09.012
21.
Kang
,
H.-K.
,
Lee
,
C.-W.
,
Lee
,
J.-M.
, and
Shin
,
K.-H.
,
2010
, “
Cross Direction Register Modeling and Control in a Multi-Layer Gravure Printing
,”
J. Mech. Sci. Technol.
,
24
(
1
), pp.
391
397
.10.1007/s12206-009-1110-0
22.
Kang
,
H.
,
Lee
,
C.
, and
Shin
,
K.
,
2010
, “
A Novel Cross Directional Register Modeling and Feedforward Control in Multi-Layer Roll-to-Roll Printing
,”
J. Process Control
,
20
(
5
), pp.
643
652
.10.1016/j.jprocont.2010.02.015
23.
Chen
,
Z.
,
Zheng
,
Y.
,
Zhang
,
T.
,
Wong
,
D. S.-H.
, and
Deng
,
Z.
,
2019
, “
Modeling and Register Control of the Speed-Up Phase in Roll-to-Roll Printing Systems
,”
IEEE Trans. Autom. Sci. Eng.
,
16
(
3
), pp.
1438
1449
.10.1109/TASE.2018.2881994
24.
Chen
,
Z.
,
Zheng
,
Y.
,
Zhou
,
M.
,
Wong
,
D. S.-H.
,
Chen
,
L.
, and
Deng
,
Z.
,
2016
, “
Model-Based Feedforward Register Control of Roll-to-Roll Web Printing Systems
,”
Control Eng. Pract.
,
51
, pp.
58
68
.10.1016/j.conengprac.2016.03.009
25.
Zhang
,
T.
,
Zheng
,
Y.
,
Chen
,
Z.
, and
Deng
,
Z.
,
2020
, “
A Direct-Decoupling Closed-Loop Control Method for Roll-to-Roll Web Printing Systems
,”
IEEE Trans. Autom. Sci. Eng.
, 18(3), pp. 1367–1379.10.1109/TASE.2020.3005977
26.
Chen
,
Z.
,
Zhang
,
T.
,
Zheng
,
Y.
,
Wong
,
D. S.-H.
, and
Deng
,
Z.
,
2021
, “
Fully Decoupled Control of the Machine Directional Register in Roll-to-Roll Printing System
,”
IEEE Trans. Ind. Electron.
,
68
(
10
), pp.
10007
10018
.10.1109/TIE.2020.3029476
27.
Gowid
,
S.
,
Dixon
,
R.
, and
Ghani
,
S.
,
2017
, “
Performance Comparison Between Fast Fourier Transform-Based Segmentation, Feature Selection, and Fault Identification Algorithm and Neural Network for the Condition Monitoring of Centrifugal Equipment
,”
ASME J. Dyn. Syst. Meas. Control
,
139
(
6
), p.
061013
.10.1115/1.4035458
28.
Mei
,
Y.
,
Huynh
,
T.
,
Khor
,
R.
, and
Rollins
,
D. K.
,
2019
, “
Simulation Studies Comparing Feedback Predictive Control to Model Predictive Control for Unmeasured Disturbances in the Artificial Pancreas Application
,”
ASME J. Dyn. Syst. Meas. Control
,
141
(
9
), p. 091009.10.1115/1.4043335
29.
Zhang
,
S.
,
Dubay
,
R.
, and
Charest
,
M.
,
2015
, “
A Principal Component Analysis Model-Based Predictive Controller for Controlling Part Warpage in Plastic Injection Molding
,”
Expert Syst. Appl.
,
42
(
6
), pp.
2919
2927
.10.1016/j.eswa.2014.11.030
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