Publications

Data management in the MIRABEL smart grid system

Böhm, Dannecker, Doms, Dovgan, Filipič, Fischer, Lehner, Pedersen, Pitarch, Šikšnys, Tušar

EDBT/ICDT Workshops · 2012

Real-Time Business Intelligence in the MIRABEL Smart Grid System

Fischer, Kaulakienė, Khalefa, Lehner, Pedersen, Šikšnys, Thomsen

BIRTE · 2012

Using aggregation to improve the scheduling of flexible energy offers

Tušar, Šikšnys, Pedersen, Dovgan, Filipič

BIOMA · 2012

Balancing Energy Flexibilities Through Aggregation

Valsomatzis, Hose, Pedersen

DARE (LNCS vol. 8817) · 2014

Measuring and Comparing Energy Flexibilities

Valsomatzis, Hose, Pedersen, Šikšnys

2015

Aggregating and Disaggregating Flexibility Objects

Laurynas Šikšnys, Emmanouil Valsomatzis, Katja Hose, Torben Bach Pedersen

IEEE Transactions on Knowledge and Data Engineering, vol. 27, no. 11, pp. 2893–2906 · 2015

MIRABEL DW: Managing Complex Energy Data in a Smart Grid

Šikšnys, Thomsen, Pedersen

Trans. on Large-Scale Data- and Knowledge-Centered Systems XXI · 2015

Evaluating the Value of Flexibility in Energy Regulation Markets

Neupane, Pedersen, Thiesson

e-Energy '15, pp. 131–140

An Energy Flexibility Framework on The Internet of Things

Le Guilly, Šikšnys, Albano, Pedersen, Stluka, Ferreira, Skou, Pedersen, Olsen

Book chapter, CISTER-TR-160506 · 2016

Dependency-based FlexOffers: scalable management of flexible loads with dependencies

Laurynas Šikšnys, Torben Bach Pedersen

e-Energy '16, Article 11

Towards constraint-based aggregation of energy flexibilities

Valsomatzis, Pedersen, Abelló, Hose, Šikšnys

e-Energy '16 · Poster session

Generation and Evaluation of Flex-Offers from Flexible Electrical Devices

Bijay Neupane, Laurynas Šikšnys, Torben Bach Pedersen

e-Energy '17, pp. 143–156

Chapter 7, "IoT Automation: Arrowhead Framework"

Delsing, Jerker (ed.)

CRC Press, 1st ed. · 2017

Adaptive User-Oriented Direct Load-Control of Residential Flexible Devices

Frazzetto, Neupane, Pedersen, Nielsen

e-Energy '18

Utilizing Device-level Demand Forecasting for Flexibility Markets

Neupane, Pedersen, Thiesson

e-Energy '18, pp. 108–118

Day-ahead Trading of Aggregated Energy Flexibility

Emmanouil Valsomatzis, Torben Bach Pedersen, Alberto Abelló

e-Energy '18, pp. 134–138

Modeling and Managing Energy Flexibility Using FlexOffers

Torben Bach Pedersen, Laurynas Šikšnys, Bijay Neupane

SmartGridComm · 2018

Flexibility Modeling, Management, and Trading in Bottom-up Cellular Energy Systems

Laurynas Šikšnys, Torben Bach Pedersen, Muhammad Aftab, Bijay Neupane

e-Energy '19, pp. 170–180

Capturing Battery Flexibility in a General and Scalable Way Using the FlexOffer Model

Fabio Lilliu, Torben Bach Pedersen, Laurynas Šikšnys

SmartGridComm 2021, Aachen · pp. 64–70

HeatFlex: Machine learning based data-driven flexibility prediction for individual heat pumps

Jonas Brusokas, Torben Bach Pedersen, Laurynas Šikšnys, Dalin Zhang, Kaixuan Chen

e-Energy '21, Torino · pp. 160–170

GOFLEX: extracting, aggregating and trading flexibility based on FlexOffers for 500+ prosumers in 3 European cities

Neupane, Šikšnys, Pedersen, Jensen, Aftab, Eck, Fusco, Gormally, Purcell, Tirupathi, Černe, Brus, Papageorgiou, Meindl, Roduit

e-Energy '22 (Operational Systems Paper), pp. 361–373

Uncertain flexoffers, a scalable, uncertainty-aware model for energy flexibility (poster)

Lilliu, Pedersen, Šikšnys, Neupane

e-Energy '22, pp. 448–449

Probabilistic Flexoffers in residential heat pumps considering uncertain weather forecast

Albano, Cibin, Golmohamadi, Skou

Energy Informatics.Academy Conf. (EI.A), vol. 5 · 2022

Machine learning-based algorithms to estimate thermal dynamics of residential buildings with energy flexibility

Cibin, Tibo, Golmohamadi, Skou, Albano

Journal of Building Engineering, vol. 65 · 2023

FDA-HeatFlex: Scalable Privacy-Preserving Temperature and Flexibility Prediction for Heat Pumps using Federated Domain Adaptation

Subina Khanal, Nguyen Ho, Torben Bach Pedersen

e-Energy '23, pp. 172–183

Uncertain flexoffers, a scalable, uncertainty-aware model for energy flexibility

Fabio Lilliu, Torben Bach Pedersen, Laurynas Šikšnys, Bijay Neupane

e-Energy '23, pp. 30–41

Heat FlexOffers: a device-independent and scalable representation of electricity-heat flexibility

Fabio Lilliu, Torben Bach Pedersen, Laurynas Šikšnys

e-Energy '23, pp. 374–385

An overview of the FlexOffer concept

GOFLEX project report

2018

MIRABEL-ONE: Initial draft of the MIRABEL Standard

MIRABEL deliverable D7.5

2011

The TOTALFLEX final report

TOTALFLEX project

2016

FlexOffer Extensions for Predictions, Flexibility, and Uncertainty Modelling

domOS deliverable D3.3

domOS project

FlexOffer overview presentation

EERA workshop, DTU

Copenhagen · 2016

Talk: Battery FlexOffers (paper P21)

SmartGridComm 2021

Talk: HeatFlex (paper P22)

e-Energy '21

Talk: Probabilistic FlexOffers (paper P25)

EI.A '22

Talk: FDA-HeatFlex (paper P27)

e-Energy '23

Talk: Uncertain FlexOffers (paper P28)

e-Energy '23

Talk: Heat FlexOffers (paper P29)

e-Energy '23

TOTALFLEX: A marketplace for flexibility

Poster · 2014

Demonstration of Virtual Energy Market: A SOA-based Approach

Arrowhead, Stavanger · 2015 · Poster

Uncertain FlexOffers poster

e-Energy 2022 · Poster