HierarchyScope: Spatio-Temporal Data Summarization for Efficient Voltage Forecasting and Anomaly Detection in Hierarchical Power Grids
Conference poster, 2025
Effiency
Data Summarization
Time-Series Analysis
Electricity
Author
Quang Vinh Ngo
University of Gothenburg
Chalmers, Computer Science and Engineering (Chalmers), Computer and Network Systems
Marina Papatriantafilou
Chalmers, Computer Science and Engineering (Chalmers), Computer and Network Systems
University of Gothenburg
Uppsala, Sweden,
Scalability and quality control in AM - Big Data and ML in Production
Chalmers, 2020-01-01 -- .
Relaxed Semantics Across the Data Analytics Stack (RELAX-DN)
European Commission (EC) (EC/HE/101072456), 2023-03-01 -- 2027-03-01.
VR EPITOME - Summarization and structuring of continuous data in concurrent processing pipelines
Swedish Research Council (VR) (2021-05424), 2022-01-01 -- 2025-12-31.
INDEED
Chalmers, 2016-01-01 -- 2020-12-31.
SESBC TANDEM: InTelligent Energy DAta MaNagement and Online DEcision Making
Swedish Energy Agency (SESBC,TANDEM), 2022-09-01 -- 2026-12-21.
INDEED: Information and Data-processing in Focus for Energy Efficiency
Chalmers, 2020-01-01 -- .
Areas of Advance
Information and Communication Technology
Production
Energy
Subject Categories (SSIF 2025)
Computer Sciences
DOI
10.5281/zenodo.17342023