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  3. GenAI Time Series Assistant GenAI Time Series Assistant

GenAI Time Series Assistant

An assistant to extract and summarise information from time series data

Brief information

School:

Engineering and Architecture

Status:

Completed

Period:

15.07.2024 - 31.12.2024

Overview

We investigate advanced design patterns that leverage foundational models (FMs) to extract information from time series data. The focus is on extracting insights from time series data coming from IoT sensors in energy and industrial applications to create a Generative Artificial Intelligence (GenAI) time series assistant. FMs can be harnessed to forecast, identify and classify anomalies, perform root cause analysis, and generate natural language insights for time series and forecasts.

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Facts

Type of project

Forschung

Internal organisations involved
  • Engineering and Architecture
  • Institute of Electrical Engineering IET
  • CC Digital Energy and Electric Power
Funding
  • Innosuisse - HSLU als Nicht-Hauptforschungspartnerin (Research Partner)
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Persons involved: internal

Project manager
  • Braulio Barahona Garzon
Member of project team
  • Peter Allenspach

Brief information

School:

Engineering and Architecture

Status:

Completed

Period:

07/15/2024 - 12/31/2024

Project Head

Dr. Braulio Barahona Garzon

Senior Research Associate

+41 41 349 35 40

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Lucerne University of Applied Sciences and Arts


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