Energy management device, model management method and computer program

Abstract

The invention relates to an information processing apparatus, an information processing method, a recording medium, an energy management device, a model management method and a computer program. The information processing apparatus includes a traveling state manager, a predictor, a prediction evaluator and a model update manager. The traveling state manager acquires traveling data including a plurality of features of a mobile apparatus based on a travelling state of the mobile apparatus. The predictor calculates a predicted value of consumed energy of the mobile apparatus based on a first classification rule and the traveling data, the first classification rule associating a plurality of first conditions with a plurality of first prediction models for the consumed energy used on satisfaction of the first conditions being associated with at least one of the plurality of features. The prediction evaluator determines whether update of the first classification rule is required based on a difference between the predicted value of the consumed energy and an actual value of the consumed energy of the mobile apparatus. The model update manager generates a second classification rule based on the traveling data if the update of the first classification rule is required, the second classification rule associating a plurality of second conditions with a plurality of second prediction models for consumed energy, the second classification rule associating a plurality of second conditions with a plurality of second prediction models of consumed energy, the second conditions being associated with at least one of the plurality of features.

Description

[0001] This application is based on Japanese Patent Application 2018-151867 (filing date: August 10, 2018), from which it enjoys the benefit of priority. This application, by reference to this application, includes the entire contents of this application. technical field [0002] Embodiments of the present invention relate to an information processing device, a model management method, and a computer program. Background technique [0003] The information provision system for EV (Electric Vehicle: electric vehicle) refers to the map information when the EV uses the expressway (toll road), predicts the reachable range of the EV with high precision, and recommends the service / parking area that the user should use (SA / PA) system. The reachable range is also sometimes referred to as the driving range or cruising range. SA / PA is also sometimes referred to as a transport café, rest area or rest spot. A plan that can efficiently utilize SA / PA with charging equipment is needed to...

AI Technical Summary

Problems solved by technology

When the basic characteristics of EV due to deterioration, etc., or the influence of changes in external characteristics are large, the prediction model may not be able to ensure the prediction performance of the amount of power consumption

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