Abstract: The present disclosure involves systems, software, and computer implemented methods for predicting wildfires on the basis of biophysical indicators and spatiotemporal properties. A method includes receiving a request for a wildfire prediction for at least one geographical area. At least one biophysical indicator is identified. Each biophysical indicator provides biophysical data for the at least one geographical area. The at least one biophysical indicator is provided to a long short term memory (LSTM) network. The LSTM network includes a convolutional neural network (CNN) for each of multiple LSTM units. Each LSTM unit and each CNN are associated with a historical time period in a time series. The LSTM is used to generate at least one prediction for wildfire risk for the at least one geographical area for an upcoming time period. The at least one prediction is provided responsive to the request.

Abstract: Systems, software, and computer implemented methods can be used to predict wildfires based on biophysical and spatiotemporal data. A method includes receiving a request for a wildfire prediction for at least one geographical area. At least one biophysical indicator is identified. Each biophysical indicator provides biophysical data for the at least one geographical area. The at least one biophysical indicator is provided to a convolutional neural network (CNN). The CNN is trained using ground truth data that includes historical information about wildfires for at least one ground truth geographical area. The CNN is used to generate at least one prediction for wildfire risk for the at least one geographical area. The at least one prediction is provided responsive to the request.

Abstract: Method for contactlessly transmitting electrical energy to a load (17) using a transmission system (1), having the steps of: converting alternating current from an alternating current source (4) into direct current using a primary rectifier (5), converting the direct current generated by the primary rectifier (5) into alternating current using a primary inverter (7), changing a primary parameter (di) at a component (38) of a primary part (2) of the transmission system, such that the electrical power consumed by a load (17) is changed as a result, contactlessly transmitting the electrical energy of the alternating current generated by the primary inverter (7) from a primary coil (9) to a secondary coil (12), converting the alternating current generated in the secondary coil (12) into direct current using a secondary rectifier (15), changing a secondary parameter at a component (16) of a secondary part (3) of the transmission system (1), such that the electrical power consumed by the load (17) is changed as a r

Abstract: Method for contactlessly transmitting electrical energy to a load (17) using a transmission system (1), having the steps of: converting alternating current from an alternating current source (4) into direct current using a primary rectifier (5), converting the direct current generated by the primary rectifier (5) into alternating current using a primary inverter (7), changing a primary parameter (di) at a component (38) of a primary part (2) of the transmission system, such that the electrical power consumed by a load (17) is changed as a result, contactlessly transmitting the electrical energy of the alternating current generated by the primary inverter (7) from a primary coil (9) to a secondary coil (12), converting the alternating current generated in the secondary coil (12) into direct current using a secondary rectifier (15), changing a secondary parameter at a component (16) of a secondary part (3) of the transmission system (1), such that the electrical power consumed by the load (17) is changed as a r

Abstract: The invention relates to an efficient way to charge DC link capacitor in a charging circuit for an electric energy store. To this end, the DC link capacitor of the charging circuit is initially charged, by means of the charging circuit, to a voltage in the range of a voltage across the terminals of the electric energy store to be charged. The DC link capacitor is electrically connected to the electric energy store to be charged only once the DC link capacitor has been charged to the predefined voltage.

Abstract: On-press developable, negative-working lithographic printing plate precursors are used to provide lithographic printing plates. Such precursors are prepared with a substrate and one or more negative-working, infrared radiation-sensitive imagable layers. The substrate is prepared by two separate anodizing processes to provide an inner aluminum oxide layer having an average dry thickness (Ti) of 650-3,000 nm and inner micropores having an average inner micropore diameter (Di) of <15 nm. A formed outer aluminum oxide layer comprises outer micropores having an average outer micropore diameter (Do) of 15-30 nm; an average dry thickness (To) of 130-650 nm; and a micropore density (Co) of 500-3,000 micropores/?m2. The ratio of Do to Di is greater than 1.1:1, and Do in nanometers and the outer aluminum oxide layer micropore density (Co) in micropores/?m2, are further defined by the outer aluminum oxide layer porosity (Po) as: 0.3?Po?0.8 wherein Po is 3.14(Co)(Do2)/4,000,000.

Abstract: The present disclosure involves systems, software, and computer implemented methods for predicting wildfires on the basis of biophysical indicators and spatiotemporal properties. A method includes receiving a request for a wildfire prediction for at least one geographical area. At least one biophysical indicator is identified. Each biophysical indicator provides biophysical data for the at least one geographical area. The at least one biophysical indicator is provided to a convolutional neural network (CNN). The CNN is trained using ground truth data that includes historical information about wildfires for at least one ground truth geographical area. The CNN is used to generate at least one prediction for wildfire risk for the at least one geographical area. The at least one prediction is provided responsive to the request.

Abstract: The present disclosure involves systems, software, and computer implemented methods for predicting wildfires on the basis of biophysical indicators and spatiotemporal properties. A method includes receiving a request for a wildfire prediction for at least one geographical area. At least one biophysical indicator is identified. Each biophysical indicator provides biophysical data for the at least one geographical area. The at least one biophysical indicator is provided to a long short term memory (LSTM) network. The LSTM network includes a convolutional neural network (CNN) for each of multiple LSTM units. Each LSTM unit and each CNN are associated with a historical time period in a time series. The LSTM is used to generate at least one prediction for wildfire risk for the at least one geographical area for an upcoming time period. The at least one prediction is provided responsive to the request.

Abstract: The invention relates to a device (1) for inductively charging an electrical storage unit, in particular of a motor vehicle, comprising a stationary primary coil (2) and a secondary coil that is or can be associated with the motor vehicle, wherein at least one resonance capacitor (7) is associated with the primary coil (2) and the secondary coil, respectively. According to the invention, at least one of the resonance capacitors (7) is designed to at least substantially surround the coil (2) in question or to at least substantially be surrounded by the coil (2) in question.

Abstract: The invention relates to a vehicle body structure, with at least one hollow profile beam (1) that extends in the direction (x) of the lengthwise extension and with a hollow profile (7) whose height (?z1; ?z2) between two opposite profile walls (17) varies along the direction (x) of the lengthwise extension, and in this hollow profile (7) at least one dividing element (23) is arranged in order to reinforce the hollow profile beam (1) in a crosswise direction (y). According to the invention, the dividing element (23) consists of two separate sheet metal parts (33, 35) which are each firmly attached to the opposite profile walls (17) and which are firmly joined together at a shared connection point (A).

Abstract: The invention relates to a device (1) for inductively charging an electrical storage unit, in particular of a motor vehicle, comprising a stationary primary coil (2) and a secondary coil that is or can be associated with the motor vehicle, wherein at least one resonance capacitor (7) is associated with the primary coil (2) and the secondary coil, respectively. According to the invention, at least one of the resonance capacitors (7) is designed to at least substantially surround the coil (2) in question or to at least substantially be surrounded by the coil (2) in question.

Abstract: The invention relates to a transmission system for transmitting energy to a load without contact, comprising a transmission device for transmitting electrical energy without contact, an inverter device, which is arranged between an energy source that provides supply power and the transmission device and which is designed to transmit electrical energy from the energy source to the transmission device, a rectifier device, which is arranged between the transmission device and the load and which is designed to transmit the electrical energy from the transmission device to the load, wherein the inverter device is designed to set the amount of the transmitted electrical power by means of pulse pattern modulation of the energy source and/or the rectifier device is designed to set the amount of the transmitted electrical power by means of pulse pattern modulation of power provided by the transmission device. The invention further relates to a method and to a vehicle assembly.

Abstract: The invention relates to a vehicle body structure, with at least one hollow profile beam (1) that extends in the direction (x) of the lengthwise extension and with a hollow profile (7) whose height (?z1; ?z2) between two opposite profile walls (17) varies along the direction (x) of the lengthwise extension, and in this hollow profile (7) at least one dividing element (23) is arranged in order to reinforce the hollow profile beam (1) in a crosswise direction (y).