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  2. KnowlEDGE KnowlEDGE

KnowlEDGE

The KnowlEDGE project will establish alternative approaches to data aggregation.

Brief information

School:

Engineering and Architecture

Status:

Completed

Period:

01.09.2020 - 31.12.2022

Overview

The KnowlEDGE project will establish alternative approaches to data aggregation that can significantly reduce the impediments to optimal AI utilization by Swiss utilities, and then develop AI algorithms focused specifically on DSO use cases relating to grid operation activities. The DSO use cases are:

Use case 1: Detecting grid assets’ loading for improved visibility of LV network congestion.

Use case 2: Predicting future demand profiles and load forecasts in the LV and MV network, so helping with grid management, congestion, and curtailment.

Use case 3: Detecting quality of supply (QoS) issues, network anomalies

Use case 4: Predicting network anomalies, quality of supply issues.

Use case 5: Supporting the implementation of localized tariffs or services.

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Facts

Type of project

Forschung

Internal organisations involved
  • CC Digital Energy and Electric Power
External project partner
  • Landis + Gyr AG
  • Romande Energie
External project funder
  • Bundesamt für Energie BFE
Funding
  • BFE
  • SBFI
  • Private / Stiftungen
  • Forschungsfinanzierung allgemein
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Persons involved: internal

Project manager
  • Benjamin Bowler
Project Co-Head
  • Antonios Papaemmanouil
Member of project team
  • Roland Christen
  • Viktorija Dudjak
  • Mojgan Hojabri
  • Patrick Huber Mittler
  • Severin Nowak
  • Fabian Widmer

Publications

  • Article, review; peer reviewed (1)

    • Bowler, Benjamin; Nowak, Severin & Papaemmanouil, Antonios (03.12.2021). Mit der Digi­tali­sie­rung de­kar­boni­sieren. Einsatz von dezentraler KI. Bulletin SEV/VSE, (12), 36-39.

Brief information

School:

Engineering and Architecture

Status:

Completed

Period:

09/01/2020 - 12/31/2022

Project Head

Benjamin Bowler

Highly Specialised Senior Research Associate

+41 41 349 34 43

Show email

Project Co-Head

Prof. Dr. Antonios Papaemmanouil

Head of the Institute of Electrical Engineering

+41 41 349 30 90

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FH Zentralschweiz

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Lucerne University of Applied Sciences and Arts


Werftestrasse 4
6002 Luzern

+41 41 228 42 42

info@hslu.ch

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