“Smart grids” increase complexity, cost and vulnerability. The simulation softwareMYNTS (Multiphysical Network Simulator) of the Fraunhofer Institute for Algorithms and Scientific Research (SCAI) helps January 2019 Calendar Marathi to plan and operate complex electricity, gas or heating networks. It can be used, for example, to calculate how changes or even failures in subnetworks can affect the other network components or whether all compressor stations in a gas network can be operated in an energy-efficient manner.
January 2019 Calendar Marathi
A new development looks at cross-sectoral networks and flexibility options.This makes the expansion more flexible and less expensive for network operators, relieves the burden on the environment and increases safety.www.scai.fraunhofer.de »DeepER«: Modern document analysisTechnologies for optical character recognition will benefit in the future from breakthroughs in the area of AI. This is what the research project calls “Deep learningbased optical character recognition” (DeepER).
As part of the BMBF-funded project, the Fraunhofer Institute for Intelligent Analysis and Information SystemsIAIS is working with partners on new software for reliable document analysis. Intelligent learning systems should be based on deep learning methods for a significant technology progress. Optical Character Recognition (OCR) is used, among other things, in the digitization of library contents, newspaper archives or insurance documents.www.iais.fraunhofer.
The “handle-in-the-box” experts at the Fraunhofer Institute for Production Technology and Automation IPA are working on machine learning procedures The optimization of the robot-based »handle-in-the-box«, ie the automated separation of unordered work pieces, is the starting point of the »DeepGrasping« project, which was carried out together with the University of Stuttgart. Previous solutions use recognizable features and fixed recognition methods for object recognition.
Now, the necessary algorithms (for object recognition, position estimation, gripping, manipulation) should be autonomously optimized. A neural network learns from a high number of simulated handles and continuously improves its process knowledge and thus also calculation times, success rate and process reliability of the handles. For companies seeking guidance In a confusing digitized world, the American market research institute Gartner has the right list every year.
Gartner’s top 10 strategic technology trends have the potential to significantly impact a company and its long-term plans. “IT leaders need to incorporate these technology trends into their innovation strategies or risk losing touch with those who do.” The trends are dominated by two meta-topics: artificial intelligence and machine learning.
Virtual and Augmented RealitiesAlthough the demand for virtual and augmented reality solutions, such as eyewear, Gartner analysts currently see little value added beyond the games and film industry. To change that, companies January 2019 Calendar Marathi need to develop real-world scenarios in which employees and customers benefit from insight into virtual reality (VR) or augmented reality (AR). This could be a training environment, for example, the visualization of customer wishes as in Ikea or extensive design projects.