SDSC-BW: Smart data analysis for component manufacturing

Smart data analyzes support the scheduling of component production at Herrenknecht AG. Within a customer order, it is necessary to produce various components. The core components are generated in individual production orders at the corporate headquarters in Schwanau. Component manufacturing includes cost, planning, production and quality data. For the smart data analysis of the Smart […]

Enhancing traffic flow predictions with environmental models

In recent years, the Intelligent Transport System (ITS) has been developed, which aims at traffic flow forecasting. It also plays an important role in the planning and development of traffic management and control systems. By analyzing up-to-date traffic flow data, a prediction of the traffic flow is to be made. A precise forecast model can […]

OSRAM

OSRAM

From the data evaluation, forecasts and rules for production can be created

TRUMPF

TRUMPF

Analysis of highly variant, temporally sparse, and unlabeled datasets to perform condition-based maintenance.

GPU + In-Memory Data Management for Big Data Analytics

In this project, we develop a toolchain based on In-Memory Data Management and Parallel Data Processing in the GPU using CUDA for large and intensive Smart Meter analytics. The global rollout of Smart Meters opens a new business paradigm for utilities with data collection/transaction at such a high volume and velocity. For instance, a million […]

SDSC-BW: Potential Analysis for Leather-Cutting Optimization

As part of the Smart Data Solution Center Baden-Württemberg (SDSC-BW), the Karlsruhe Institute of Technology (KIT) conducted a potential analysis for leather-offcut optimization on behalf of Rolf Benz in the Smart Data Innovation Lab. Within the process of evaluating and planning leather cuttings, diverse data become available. The priority will be the quality of the […]

MedTrend1: Smart Data Prediction of Trends in Medicine

The availability of immense amounts of data offers the potential to understand complex relationships not only with recourse to the underlying processes but through the smart monitoring of their results. MedTrend1 is a proof-of-concept study that aims at identifying social trends with medical relevance out of large amounts of Smart Data. For a successful study, […]

SmartFactoryKL

SmartFactoryKL

Predictive maintenance data analysis using SmartFactoryKL-generated data