Abstract: A method for rating a state of a three-dimensional test object by taking into consideration a prescribed assessment task and by using a rating system comprising a neural network, wherein a training data record comprising multiple state data points from one or more three-dimensional training objects is provided and/or used, wherein the training data record comprises a known state rating in regard to the prescribed assessment task for each of the state data points, wherein the neural network of the rating system is parameterized in a training process by using the training data record in order to adapt the rating system to the prescribed assessment task, and wherein a state rating for a prescribed state data point of the test object is calculated with the adapted rating system in an execution process. In addition, a corresponding rating system and a computer program product are disclosed.

Abstract: The present subject matter relates to a connection element for a cooler of a high-voltage accumulator. A coolant supply system extends between a supply interface and a discharge interface. A connection interface connects a heat exchange element of the cooler to the coolant supply system. The supply interface and the discharge interface have congruent interface contours. A cooler element and a cooler for a high-voltage accumulator are also provided.

Abstract: A battery module for a high-voltage battery of a motor vehicle includes a cell stack with a plurality of prismatic battery cells stacked along a stacking direction, two end pressure plates, which are arranged on ends of the cell stack that are opposite one another in the stacking direction, and a cooling plate with a coolant connection for feeding and/or discharging a coolant. The coolant connection is formed so as to project in a vertical direction oriented perpendicularly to the stacking direction. At least one intermediate pressure plate, which is arranged between two battery cells within the cell stack and which has at least one passage opening along the vertical direction, in which passage opening the coolant connection is arranged and is led in the direction of a top side of the cell stack fluidically couples with at least one coolant line of the high-voltage battery.

Abstract: A battery module for a high-voltage battery of a motor vehicle includes a cell stack with a plurality of prismatic battery cells stacked along a stacking direction, two end pressure plates, which are arranged on ends of the cell stack that are opposite one another in the stacking direction, and a cooling plate with a coolant connection for feeding and/or discharging a coolant. The coolant connection is formed so as to project in a vertical direction oriented perpendicularly to the stacking direction. At least one intermediate pressure plate, which is arranged between two battery cells within the cell stack and which has at least one passage opening along the vertical direction, in which passage opening the coolant connection is arranged and is led in the direction of a top side of the cell stack fluidically couples with at least one coolant line of the high-voltage battery.

Abstract: A method for rating a state of a three-dimensional test object by taking into consideration a prescribed assessment task and by using a rating system comprising a neural network, wherein a training data record comprising multiple state data points from one or more three-dimensional training objects is provided and/or used, wherein the training data record comprises a known state rating in regard to the prescribed assessment task for each of the state data points, wherein the neural network of the rating system is parameterized in a training process by using the training data record in order to adapt the rating system to the prescribed assessment task, and wherein a state rating for a prescribed state data point of the test object is calculated with the adapted rating system in an execution process. In addition, a corresponding rating system and a computer program product are disclosed.

Abstract: An energy-storage housing has a cooling connection and a coolant distributor for channeling coolant or refrigerant in the interior of the energy-storage housing. The cooling connection has: at least one connection-pipe component, which is fitted on the coolant distributor; at least one sealing-pipe component, which passes through a wall of the energy-storage housing such that a gap which surrounds the sealing-pipe component remains between the sealing-pipe component and a wall opening; and an attachment, having at least one attachment-pipe component. The connection-pipe component, the sealing-pipe component and the attachment-pipe component are components which can be fitted one on the other and, in the fitted-together state, form a pipe via which it is possible to reach the coolant distributor, for coolant or refrigerant circulation, from outside the energy-storage housing. The attachment can be positioned on the sealing-pipe component and the gap from the outside, the attachment therefore closing the gap.

Abstract: A method and an apparatus for planning a treatment beam aimed at at least one target region are provided. Planning parameters having associated predetermined parameter values are for performing a treatment that is to be applied with the treatment beam. The method includes defining a first predetermined parameter value of the planning parameters that is suitable for the irradiation of a treatment region that includes at least one target region. The method also includes ascertaining, based on the first predetermined parameter value, a first probability distribution in relation to an optimizable variable that is prespecified based on deviations to be expected when carrying out the irradiation.

Abstract: A method and an apparatus for planning a treatment beam aimed at at least one target region are provided. Planning parameters having associated predetermined parameter values are for performing a treatment that is to be applied with the treatment beam. The method includes defining a first predetermined parameter value of the planning parameters that is suitable for the irradiation of a treatment region that includes at least one target region. The method also includes ascertaining, based on the first predetermined parameter value, a first probability distribution in relation to an optimizable variable that is prespecified based on deviations to be expected when carrying out the irradiation.