Abstract: A computer implemented method for detecting foam on the surface of a liquid medium contained in a vessel is described. The method including the steps of receiving a sample image of at least a portion of the vessel comprising the liquid-gas interface and classifying the sample image between a first class and at least one second class, associated with different amounts of foam on the surface of the liquid. The classifying is performed by a deep neural network classifier that has been trained using a plurality of training images of at least a portion of a vessel comprising a liquid-gas interface. The plurality of training images may comprise at least some images that differ from each other by one or more of: the location of the liquid-gas interface on the image, the polar and/or azimuthal angle at which the liquid-gas interface is viewed on the image, and the light intensity or colour temperature of the one or more light sources that illuminated the imaged portion of the vessel when the image was acquired.

Abstract: A method for conducting a bioprocess with a digital control unit of a bioprocess arrangement, wherein the digital control unit comprises a local data storage and a local processor unit, wherein the digital control unit comprises a bioprocess interface for sending and receiving bioprocess control data, wherein bioprocess data are generated by the digital control unit, wherein a bioprocess control routine is executed by the local processor unit to control the bioprocess, wherein in the bioprocess control routine, the bioprocess data are generated by the digital control unit from actuator data and/or sensor data and/or user control command data. It is proposed that a signing routine is initiated by the local processor unit in the data safety routine to be executed by an external signing unit(s).

Abstract: Various embodiments relate to a digital control unit of a bioprocess arrangement for controlling a bioprocess, wherein the digital control unit comprises a local data storage and a local processor unit, wherein the digital control unit comprises a bioprocess interface for sending and receiving bioprocess control data, wherein the digital control unit is configured to execute a bioprocess control routine via the local processor unit to control the bioprocess, wherein in the bioprocess control routine, the digital control unit generates bioprocess data from the actuator data and/or the sensor data and/or the user control command data. It is proposed that the digital control unit is configured to execute a signing routine via the local processor unit and that in the signing routine, the digital control unit digitally signs documentation data, derived from the bioprocess data, by generating a digital signature.

Abstract: A method for conducting a bioprocess with a digital control unit of a bioprocess arrangement, wherein the digital control unit comprises a local data storage and a local processor unit, wherein bioprocess data are generated by the digital control unit. It is proposed, that in a data safety routine, a documentation routine and a signing routine are executed, that in the documentation routine, documentation data are generated from the bioprocess data and that in the signing routine, a cryptographic private key is extracted from private key data and the documentation data are digitally signed with the cryptographic private key by generating a digital signature and that the documentation routine is executed continuously during the bioprocess and that the signing routine is executed discontinuously during the bioprocess in several signing cycles according to a signing strategy, which defines trigger events for initiating the signing routine.

Abstract: A method for operating a clarification setup of a bioprocess installation, which clarification setup comprises a fluidized bed centrifuge and a pumping arrangement, wherein the fluidized bed centrifuge comprises at least one centrifuge chamber turned around a geometrical centrifuge axis, wherein the bioprocess installation comprises an electronic process control for controlling the fluidized bed centrifuge and pumping arrangement, wherein the fluidized bed centrifuge is being operated in a forward operation for a particle loading cycle and/or a particle washing cycle and in a backward operation for a particle discharging cycle, wherein in case where a particle loading cycle is provided, cell broth loaded into the centrifuge chamber proceeds to form a growing particle accumulation in the centrifuge chamber, wherein the clarification setup comprises a monitoring sensor arrangement with at least one optical sensor for producing monitoring sensor data, which are being transmitted to the electronic process control

Abstract: A method for operating a clarification setup, wherein the clarification setup comprises a fluidized bed centrifuge, wherein the fluidized bed centrifuge comprises at least two centrifuge chambers, wherein the fluidized bed centrifuge is being operated in a forward operation for a particle loading cycle and/or a particle washing cycle and in a backward operation for a particle discharging cycle wherein the clarification setup comprises a monitoring sensor arrangement with at least one sensor for producing monitoring sensor data, which are being transmitted to the electronic process control. In a monitoring routine, monitoring sensor data are being produced individually by the monitoring sensor arrangement and that during the loading cycle, in an adjusting routine, at least one parameter of the clarification setup is being adjusted based on the monitoring sensor data as to control the loading of the cell broth the centrifuge chambers individually according to a predefined adjusting strategy.

Abstract: The invention relates to a method and a module for sterility testing based on optically analyzing at least one test liquid (3), which test liquid (3) is contained in a liquid container (4), wherein depending on the contamination state of the test liquid (3), non liquid contaminants (5) are distributed in the test liquid. It is proposed, that in an analyzing routine (9) performed by a control arrangement (6), image-related data (10) representing at least one optical image (I) of the test liquid (3), generated by a sensor arrangement (11), are being transmitted from the sensor arrangement (11) to the control arrangement (6) and the contamination state of the test liquid (3) is derived from the image-related data (10) based on the interrelation between the distribution characteristics of the contaminants (5) and the respective contamination state.

Abstract: Various embodiments relate to a digital control unit of a bioprocess arrangement for controlling a bioprocess, wherein the digital control unit comprises a local data storage and a local processor unit, wherein the digital control unit comprises a bioprocess interface for sending and receiving bioprocess control data, wherein the digital control unit is configured to execute a bioprocess control routine via the local processor unit to control the bioprocess, wherein in the bioprocess control routine, the digital control unit generates bioprocess data from the actuator data and/or the sensor data and/or the user control command data. It is proposed that the digital control unit is configured to execute a signing routine via the local processor unit and that in the signing routine, the digital control unit digitally signs documentation data, derived from the bioprocess data, by generating a digital signature.

Abstract: A method for conducting a bioprocess with a digital control unit of a bioprocess arrangement, wherein the digital control unit comprises a local data storage and a local processor unit, wherein the digital control unit comprises a bioprocess interface for sending and receiving bioprocess control data, wherein bioprocess data are generated by the digital control unit, wherein a bioprocess control routine is executed by the local processor unit to control the bioprocess, wherein in the bioprocess control routine, the bioprocess data are generated by the digital control unit from actuator data and/or sensor data and/or user control command data. It is proposed that a signing routine is initiated by the local processor unit in the data safety routine to be executed by an external signing unit(s).

Abstract: A method for conducting a bioprocess with a digital control unit of a bioprocess arrangement, wherein the digital control unit comprises a local data storage and a local processor unit, wherein bioprocess data are generated by the digital control unit. It is proposed, that in a data safety routine, a documentation routine and a signing routine are executed, that in the documentation routine, documentation data are generated from the bioprocess data and that in the signing routine, a cryptographic private key is extracted from private key data and the documentation data are digitally signed with the cryptographic private key by generating a digital signature and that the documentation routine is executed continuously during the bioprocess and that the signing routine is executed discontinuously during the bioprocess in several signing cycles according to a signing strategy, which defines trigger events for initiating the signing routine.

Abstract: A computer implemented method for detecting foam on the surface of a liquid medium contained in a vessel is described. The method including the steps of receiving a sample image of at least a portion of the vessel comprising the liquid-gas interface and classifying the sample image between a first class and at least one second class, associated with different amounts of foam on the surface of the liquid. The classifying is performed by a deep neural network classifier that has been trained using a plurality of training images of at least a portion of a vessel comprising a liquid-gas interface. The plurality of training images may comprise at least some images that differ from each other by one or more of: the location of the liquid-gas interface on the image, the polar and/or azimuthal angle at which the liquid-gas interface is viewed on the image, and the light intensity or colour temperature of the one or more light sources that illuminated the imaged portion of the vessel when the image was acquired.