METHOD AND SYSTEM FOR ADJUSTING A DRYING PROCESS DESIGNATED FOR PRODUCING A COATING
20230350385 · 2023-11-02
Inventors
- Benjamin Schmidt-Hansberg (Ludwigshafen am Rhein, DE)
- Clemens Thomas Chan-Braun (Ludwigshafen am Rhein, DE)
- Marcel SCHMITT (Ludwigshafen am Rhein, DE)
- Fatih Cetinel (Ludwigshafen am Rhein, DE)
- Felix Eberle (Ludwigshafen am Rhein, DE)
- Uwe Wolf (Ludwigshafen am Rhein, DE)
- Stephan Schaefer (Ludwigshafen am Rhein, DE)
Cpc classification
G05B19/4155
PHYSICS
International classification
Abstract
A computer-implemented method and system for adjusting at least one drying process designated for producing at least one coating on at least one substrate are provided herein. The at least one drying process is applied to at least one preparation deposited on the at least one substrate, wherein the at least one drying process comprises at least two consecutive drying stages after which the at least one coating is produced Further disclosed are a related method and system for continuously producing the at least one coating on the at least one substrate.
Claims
1. A computer-implemented method for adjusting at least one drying process designated for producing at least one coating on at least one substrate, wherein the at least one drying process is applied to at least one preparation deposited on the at least one substrate, wherein the at least one drying process comprises at least two consecutive drying stages after which the at least one coating is produced, wherein the method comprises: (i) receiving information about a layout of the at least two consecutive drying stages, about a composition of the preparation, and about the at least one substrate; (ii) employing at least one model configured to generate at least one predictive value for at least one setting parameter for at least one associated dryer being used during at least one of the drying stages; (iii) determining the at least one predictive value for the at least one setting parameter for the at least one associated dryer being used during the at least one of the drying stages based on the at least one model and the information; and (iv) providing at least one recommended procedure for adjusting the at least one drying process which comprises the at least one predictive value for the at least one setting parameter for the at least one associated dryer suitable for being used during the at least one of the drying stages.
2. The computer-implemented method according to claim 1, wherein the at least one model is generated by using at least one known value for the at least one setting parameter for the at least one associated dryer being used during the at least one of the drying stages, wherein the at least one known value for the at least one setting parameter for the at least one associated dryer is acquired in at least one test drying process comprising at least one test layout of the at least two consecutive drying stages.
3. The computer-implemented method according to claim 1, wherein the at least one model is based on at least one of a composition of the preparation, at least one parameter related to at least one property of at least one component of the preparation, at least one measured value for at least one material parameter related to the at least one coating after the at least two drying stages, at least one known influence on crack formation in the at least one coating, and at least one value for an energy consumption as a consequence of the at least one setting parameter for the at least one associated dryer being used during at least one of the drying stages.
4. The computer-implemented method according to claim 3, wherein the at least one material parameter related to the at least one coating after the at least two drying stages is selected from at least one parameter related to at least one of an adhesion of the at least one coating on the at least one substrate and a performance of the at least one coating in at least one application.
5. The computer-implemented method according to claim 3, wherein the at least one model is generated by applying an optimizing procedure in which it is intended to increase at least one value of the at least one parameter related to at least one of an adhesion of the at least one coating on the at least one substrate and of the performance of the at least one coating in at least one application and to decrease at least one value for the at least one known influence on crack formation in the at least one coating and the at least one value for an energy consumption.
6. The computer-implemented method according to claim 1, wherein the consecutive drying stages comprise at least one initial drying stage and at least one critical drying stage following the at least one initial drying stage, wherein the at least one setting parameter for the at least one associated dryer is adjusted during the at least one critical drying stage to differ from the at least one setting parameter for the at least one associated dryer as adjusted during the at least one initial drying stage.
7. The computer-implemented method according to claim 6, further comprising at least three consecutive drying stages, wherein the at least three consecutive drying stages further comprise at least one final drying stage following the at least one critical drying stage, wherein the at least one setting parameter for the at least one associated dryer during the at least one final drying stage is adjusted to differ from the at least one setting parameter for the at least one associated dryer as adjusted during the at least one critical stage.
8. The computer-implemented method according to claim 1, wherein the at least one recommended procedure comprises adjusting the at least one setting parameter for the at least one associated dryer to a constant value during the at least one drying stage.
9. The computer-implemented method according to claim 1, wherein the at least one setting parameter for the at least one associated dryer comprises at least one of an individual temperature profile and an individual heat transfer profile during the at least one drying stage.
10. The computer-implemented method according to claim 9, wherein the at least one recommended procedure comprises adjusting at least one of the individual temperature profile by setting at least one temperature control unit and the individual heat transfer profile by setting at least one blowing unit.
11. The computer implemented method according to claim 1, further comprising providing the information about a layout of the at least two consecutive drying stages, about a composition of the preparation, and about the at least one substrate and receiving the at least one recommended procedure for adjusting the at least one drying process which comprises the at least one predictive value for the at least one setting parameter for the at least one associated dryer suitable for being used during the at least one of the drying stages.
12. The computer-implemented method according to claim 1, wherein the producing of the at least one coating on the at least one substrate is performed in a continuous manner by continuously depositing the at least one preparation onto the at least one substrate, wherein at least one tape is or comprises the at least one substrate, or wherein the at least one tape carries the at least one substrate, wherein the at least one tape is moved during the at least two consecutive drying stages with a tape speed, wherein the at least one model is further configured to generate a predictive value for the tape speed, wherein the predictive value for the tape speed is further determined, and wherein the at least one recommended procedure for adjusting the at least one drying process further comprises outputting the predictive value for the tape speed.
13. A system for adjusting at least one drying process designated for producing at least one coating on at least one substrate, the system comprising: at least one processing unit, wherein the at least one processing unit is configured to perform a computer-implemented method for adjusting at least one drying process designated for producing at least one coating on at least one substrate, wherein the at least one drying process is applied to at least one preparation deposited on the at least one substrate, wherein the at least one drying process comprises at least two consecutive drying stages after which the at least one coating is produced, wherein the method comprises: (i) receiving information about a layout of the at least two consecutive drying stages, about a composition of the preparation, and about the at least one substrate; (ii) employing at least one model configured to generate at least one predictive value for at least one setting parameter for at least one associated dryer being used during at least one of the drying stages; (iii) determining the at least one predictive value for the at least one setting parameter for the at least one associated dryer being used during the at least one of the drying stages based on the at least one model and the information; and (iv) providing at least one recommended procedure for adjusting the at least one drying process which comprises the at least one predictive value for the at least one setting parameter for the at least one associated dryer being used during the at least one of the drying stages; at least one communication interface configured to receive the information according to step (i); and at least one further communication interface configured to provide the at least one recommended procedure for adjusting the at least one drying process according to step (iv).
14. A system for adjusting at least one drying process designated for producing at least one coating, the system comprising: at least one component of at least one preparation to be used in at least one drying process, wherein the at least one drying process comprises at least two consecutive drying stages after which at least one coating is produced by using the at least one component; and at least one recommended procedure for adjusting the at least one drying process, wherein the at least one recommended procedure comprises at least one predictive value for at least one setting parameter for at least one associated dryer being used during the at least one of the drying stages.
15. A method for continuously producing at least one coating on at least one substrate, the method comprising: a) introducing at least one tape into a coating device, wherein the coating device is configured to move the at least one tape with a tape speed through at least one application area and at least two consecutive drying zones, wherein each drying zone; comprises at least one associated dryer, wherein the coating device is further configured to adjust at least one of the tape speed and at least one setting parameter for the at least one associated dryer in each drying zone; b) depositing at least one preparation onto at least one side of at least one substrate in the at least one application area, wherein the at least one tape is or comprises the at least one substrate, or wherein the at least one tape carries the at least one substrate; c) employing at least one model configured to generate at least one predictive value for the tape speed and for the at least one setting parameter for at least one associated dryer in the at least one of the drying zones based on information about a layout of the at least two drying zones, about a composition of the preparation, and about the at least one substrate; d) determining the at least one predictive value for at least one of the tape speed and the at least one setting parameter for the at least one associated dryer in the at least one of the drying zones based on the at least one model and the information; e) adjusting the at least one drying process by using at least one recommended procedure which comprises the at least one predictive value for at least one of the tape speed and the at least one setting parameter for the at least one associated dryer in the at least one of the drying zones; and f) drying the at least one preparation within the at least two consecutive drying zones, whereby the at last one coating is obtained.
16. A system for continuously producing at least one coating on at least one substrate, the system comprising: a coating device, wherein the coating device comprises at last one conveyor drive configured to move at least one tape with a tape speed; at least one application area configured to provide at least one preparation to be deposited onto at least one side of the tape; and at least two consecutive drying zones configured to dry the at least one preparation, wherein each drying zone comprises at least one associated dryer; at least one programmable apparatus, wherein the at least one programmable apparatus is configured to: (i) receive information about a layout of the at least two consecutive drying zones, about a composition of the preparation, about the at least one substrate, and about the tape speed; (ii) employ at least one model configured to generate at least one predictive value for at least one of the tape speed and at least one setting parameter for at least one associated dryer being used within at least one of the drying zones; (iii) determine the at least one predictive value for at least one of the tape speed and the at least one setting parameter for the at least one associated dryer within the at least one of the drying zones based on the at least one model and the information; and (iv) provide at least one recommended procedure for adjusting the at least one drying process which comprises the at least one predictive value for at least one of the tape speed and the at least one setting parameter for the at least one associated dryer within the at least one of the drying zones; and at least one control unit configured to interact with the at least one programmable apparatus; and to control the coating device by adjusting the at least one drying process by implementing at least one recommended procedure.
Description
BRIEF DESCRIPTION OF THE FIGURES
[0179] Further optional details and features of the invention are evident from the description of preferred exemplary embodiments which follows in conjunction with the dependent Embodiments. In this context, the particular features may be implemented alone or in any reasonable combination. The invention is not restricted to the exemplary embodiments. The exemplary embodiments are shown schematically in the figures. Identical reference numerals in the individual figures refer to identical elements or elements with identical function, or elements which correspond to one another with regard to their functions.
[0180] In the Figures:
[0181]
[0182]
[0183]
[0184]
[0185]
EXEMPLARY EMBODIMENTS
[0186]
[0187] The system 110 according to the present invention comprises a coating device 120. Herein, the coating device 120 has a conveyor drive which is configured to move the tape 116 with a tape speed 122. As schematically depicted in
[0188] Further, the coating device 120 as schematically illustrated in
[0189] Further, the coating device 120 as schematically illustrated in
[0190] For this purpose, each drying zone 130, 130′, 130″ may comprise at least one temperature control unit (not depicted here) which is configured to set an individual temperature profile in the corresponding drying zone 130, 130′, 130″, specifically by controlling at least one of a heating unit or a cooling unit (not depicted here). As defined above, the individual temperature profile relates to a course of the temperature prevailing at the preparation within the corresponding drying zone 130, 130′, 130″, wherein the temperature may, specifically, refer to a temperature at an accessible surface of the at least one preparation as applied on the substrate 118, 118′.
[0191] In addition, each drying zone 130, 130′, 130″ may, further comprise at least one blowing unit (not depicted here) which is configured to adjust an individual heat transfer profile in the corresponding drying zone 130, 130′, 130″. As defined above, the individual heat transfer profile refers to a course of the heat transfer applied to the preparation within the corresponding drying zone 130, 130′, 130″, wherein the heat transfer may, especially, refer to a transfer of heat above the accessible surface of the at least one preparation.
[0192] In this manner, each drying zone 130, 130′, 130″ can, preferably, be addressed individually, preferably in a fashion that at least one value for the setting parameter for the associated dryer 132′ located in a particular drying zone 130′ differs from at least one value for the setting parameter for the associated dryers 132, 132″ located in adjacent drying zones 130, 130″. This advantage allows an individual setting of drying conditions in each drying zone 130, 130′, 130″ as described above and below in more detail.
[0193] As further schematically illustrated in
[0194] In general, the at least one material parameter of the coating 112, 112′ may depend on the nature and application of the coating 112, 112′. By way of example, the coating 112, 112′ on one or both sides 114, 114′ of the tape 116 can be a coating which is designated for being used in a battery electrode. Herein, the at least one material parameter can, preferably, be selected from a peel strength of the coating 112, 112′ on the substrate and an electrode performance of the coating 112, 112′ in an application of the battery electrode in an electrochemical cell. As a further example, the coating 112, 112′ on one or both sides 114, 114′ of the tape 116 can be designated for being used in a solar cell, wherein the at least one material parameter can be selected here from a peel strength of the coating 112, 112′ on the substrate and an electrical performance of the coating 112, 112′ in an application of the solar cell in a photovoltaic solar panel. However, further examples are feasible.
[0195] According to the present invention, the system 110 for producing the coating 112, 112′ on one or both sides 114, 114′ of the tape 116 further comprises a programmable apparatus 140. As schematically depicted in
[0196] As schematically illustrated in
[0197] In accordance with the present invention, the smartphone 144 is configured to receive information about a layout of the at least two consecutive drying stages 130, 130′, 130″, about a composition of the preparation, about the substrate 118, 118′, and about the tape speed 122. However, at least one further piece of information may, additionally, be received by the smartphone 144. As schematically illustrated in
[0198] In further accordance with the present invention, the smartphone 144 is further configured to employ at least one model which is configured to generate a predictive value 162 for the tape speed 122 and a predictive value 164 for the at least one setting parameter for each associated dryer 132, 132′, 132″ as used within the drying zones 130, 130′, 130″.
[0199] In further accordance with the present invention, the smartphone 144 is further configured to determine the predictive values 162, 164 for the tape speed 122 and for the at least one setting parameter for each associated dryer 132, 132′, 132″ as used within the drying zones 130, 130′, 130″, respectively, based on the at least one model as employed above and the information 154, 156, 158, 160 as further received above.
[0200] In further accordance with the present invention, the smartphone 144 is further configured to provide a recommended procedure 166 for adjusting the drying process. In the embodiment as schematically depicted in
[0201] In particular, the model may be generated by using known values for the composition of the preparation, the substrate 118, 118′, the layout of the consecutive drying stages 130, 130′, 130″, the tape speed 122, the at least one setting parameter for each associated dryer 132, 132′, 132″ and for at least one material parameter of the coating 112, 112′ on the substrate 118, 118′, specifically a peel strength indicating an adhesion of the coating 112, 112′ on the substrate 118, 118′. Herein, the known values may, preferably, be acquired in at least one test drying process by using at least one known preparation on at least one known substrate which comprises at least one test layout in a test coating device and one test tape speed. As a result of the test drying process, at least one relationship may be generated, wherein the at least one relationship may, for a particular preparation on a particular substrate to be dried in a particular layout as comprised by a particular coating device, refer to a plurality of values for the at least one material parameter of the coating 112, 112′ on the substrate 118, 118′, specifically the peel strength which indicates the adhesion of the coating 112, 112′ on the substrate 118, 118′, for a plurality of setting parameters of the associated dryer 132, 132′, 132″ within the corresponding drying zones 130, 130′, 130″ and the tape speed 122. As illustrated below in
[0202] In further accordance with the present invention, the recommended procedure 166 as provided by the smartphone 144 can initiate the user to alter the tape speed 122 and/or the at least one setting parameter for each associated dryer 132, 132′, 132″ as used within the drying zones 130, 130′, 130″ in the coating device 120, specifically in a manual fashion. However, as further shown in
[0203] As schematically depicted in
[0204]
[0205] Therefore, in order to increase the quality of the coating 112, 112′, the drying profile 214 also denoted by the term “mild dying profile” can be used in which a low high evaporation rate (here r=1 g/m.sup.2s) may be applied to the preparation, and which provides the desired values for the at least one material parameter of the coating 112, 112′ after completion of the drying process, however, on cost of a particularly increased drying time 220. For both drying profiles 212, 214 a constant value for the setting parameters for the associated dryers 132, 132′, 132″ is being used during all drying zones 130, 130′, 130″ involved.
[0206] In accordance with the present invention, the recommended procedure 166 is provided, as described above, to adjust drying process by setting the tape speed 122 and/or the at least one setting parameter for each associated dryer 132, 132′, 132″ used within the drying zones 130, 130′, 130″ as comprised by the coating device 120. As illustrated in
[0207] As can be derived from
[0208] As a result, the drying process according to the partitioned drying profile 216 can be performed in an intermediate drying time 228 which, certainly, exceeds the drying time 218 as required for the rough drying profile 212 but which is still below the drying time 220 as required for the mild drying profile 214, by approximately 40% in this preferred exemplary embodiment, wherein a quality of the coating 112, 112′ as obtained by applying the partitioned drying profile 216 equals the quality of the coating 112, 112′ as obtained by applying the mild dying profile 214, which can be demonstrated by recording measured values for at least one material parameter of the coating 112, 112′ after completion of the drying process according to the partitioned drying profile 216.
[0209] Not wishing to be bound by theory, the results as presented in the diagram 210 of
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[0214]
[0215]
[0216] In a receiving step 412 according to step (i), the information 154, 156, 158 about the layout of the at least two consecutive drying stages 222, 224, 226, about the composition of the preparation, and about the at least one substrate 118, 118′ is received.
[0217] In a employing step 414 according to step (ii), the at least one model is employed, wherein the at least one model is configured to generate the predictive values 162, 164 for the at least one setting parameter for each associated dryer 132, 132′, 132″ as being used during the drying stages 222, 224, 226.
[0218] In a determining step 416 according to step (iii), the predictive values 162, 164 for the at least one setting parameter for each associated dryer 132, 132′, 132″ as being during the three drying stages 222, 224, 226 is determined based on the at least one model as employed in the employing step 414 and the information 154, 156, 158 as received in the receiving step 412.
[0219] In a providing step 418 according to step (iv), the recommended procedure 166 for adjusting the drying process is provided, wherein the recommended procedure 166 comprises the predictive values 162, 164 for the at least one setting parameter for each associated dryer 132, 132′, 132″ during the three drying stages 222, 224, 226.
[0220]
[0221] Further, the system 420 comprises the bidirectional communication interface 168 which is configured to function, on one hand, as a first communication interface configured to receive the information 154, 156, 158 about the layout of the at least two consecutive drying stages 222, 224, 226, about the composition of the preparation, and about the at least one substrate 118, 118′, and, on the other hand, as a further communication interface configured to provide the recommended procedure 166 for adjusting the drying process, which comprises the predictive values 162, 164 for the at least one setting parameter for each associated dryer 132, 132′, 132″ during the three drying stages 222, 224, 226, to the further processing unit 172 as comprised by the control unit 170 configured to control the coating device 120.
[0222] As further illustrated In
LIST OF REFERENCE NUMBERS
[0223] 110 system for continuously producing at least one coating on at least one substrate [0224] 112, 112′ coating [0225] 114, 114′ side [0226] 116 tape [0227] 118, 118′ substrate [0228] 120 coating device [0229] 122 tape speed [0230] 124, 124′ drum [0231] 126, 126′ application area [0232] 128, 128′ coating unit [0233] 130, 130′, 130″ drying zone [0234] 132, 132′, 132″ associated dryer [0235] 134 sensor unit [0236] 136 optical sensor [0237] 138 ultrasonic sensor [0238] 140 programmable apparatus [0239] 142 mobile communication device [0240] 144 smartphone [0241] 146 processing unit [0242] 148 storage unit [0243] 150 screen [0244] 152 virtual keypad [0245] 154 information [0246] 156 information [0247] 158 information [0248] 160 information [0249] 162 predictive value [0250] 164 predictive value [0251] 166 recommended procedure [0252] 168 (bidirectional) communication interface [0253] 170 control unit [0254] 172 further processing unit [0255] 174 storage unit [0256] 176 monitor [0257] 178 keyboard [0258] 180 interface [0259] 210 diagram [0260] 212 rough drying profile [0261] 214 mild drying profile [0262] 216 partitioned drying profile [0263] 218 drying time [0264] 220 drying time [0265] 222 initial drying stage [0266] 224 critical drying stage [0267] 226 final drying stage [0268] 228 drying time [0269] 310 course of individual temperature [0270] 312 course of individual heat transfer coefficient [0271] 314 diagram [0272] 316 suboptimal point [0273] 318 optimal point [0274] 320 course of coating weight per area [0275] 322 course of surface temperature [0276] 324 course of solvent volume fraction [0277] 326 course of evaporation rate [0278] 410 computer-implemented method for adjusting at least one drying process designated for producing at least one coating on at least one substrate [0279] 412 receiving step [0280] 414 employing step [0281] 416 determining step [0282] 418 providing step [0283] 420 system for adjusting at least one drying process designated for producing at least one coating on at least one substrate [0284] 422 additional communication interface