Utopus Insights, Inc.

International Business Machines Corporation

Vincent Petrus Anthonius Lonij

Bei Chen

Mathieu Sinn

Jean-Baptiste Remi Fiot

Stefano Braghin

Rahul Nair

Paulito Pedregosa Palmes

Rana E Novack

Various embodiments manage energy generation in a power generation and distribution system. In one embodiment, a set of residual load data is obtained for a given period of time measured at one or more nodes within a power generation and distribution system. The set of residual load data encodes a set of power flow signals. The set of residual load data is analyzed. An amount of power contributed to the set of residual load data by at least one energy generator class is determined based on the analysis of the set of residual load data.

Real-time estimation of contributions from classes of energy generators in residual load signals

Techniques for employing natural language processing (NLP) to facilitate geospatial analysis are provided. In one example, a computer-implemented method comprises receiving, by a device operatively coupled to a processor, input information in a natural language format indicating a change to a state of a system comprising different nodes through which physical elements flow, wherein the system is associated with a state model that characterizes movement of the physical elements through the different nodes based on one or more flow parameters. The computer-implemented method further comprises, determining, by the device based on the input information, a subset of the one or more flow parameters associated with the change, determining, by the device based on the input information, one or more constraints to the subset that account for the change, and modifying, by the device, the state model based on the one or more constraints, resulting in a modified state model.

Employing natural language processing to facilitate geospatial analysis

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Dublin, Ireland

Vincent Petrus Anthonius Lonij