Prognose als Dienstleistung
Prediction as a Service
To support decision making in the industry we offer our internet-based forecasting service "smartPaaS" ("Smart Prediction as a Service"). This service integrates different data sources as inputs to our application-specific forecasting algorithms: M2M-enabled sensors (IoT data), facility and legacy data, commercial and open weather-related data, etc. The resulting stochastic (probabilistic) predictions consist of a series of future scenarios, each of which is assigned a given probability related to Energy flows, prices, demand, etc. Customized forecast are available to our partners via secure data pipelines. In the case of interest in our forecast and real-time sensor data platform, we can assist in the choice, deployment density and optimized positioning of on-site sensors, to achieve not only a better forecasting accuracy, but to save operational costs while guaranteeing quality of service and privacy according to our '3S' set of principles ('Strategic Sampling and Sensing').
Strategic Sampling and Sensing (3S)
left: 3S in which sensor placement is sparse, given privacy-aware limits of on sensor geographical density (shown by circle), leveraging spatial correlations in resource consumption to contain costs, and use targeted forecasts for multi-modal integration to achieve equivalent forecast accuracy