Edited by Bo Nørregaard Jørgensen and Henrik Madsen.
Volume 5 Supplement 4
Proceedings of the Energy Informatics.Academy Conference 2022 (EI.A 2022)
Research
Publication of this supplement was funded by SDU – Center for Energy Informatics, University of Southern Denmark. The articles have undergone the journal's standard peer review process for supplements. Supplement Editors did not handle peer review on any article that they co-authored. The Supplement Editors declare that they have no other competing interests.
Vejle, Denmark24-25 August 2022
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Citation: Energy Informatics 2022 5(Suppl 4):37
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CELSIUS: an international project providing integrated, systematic, cost-effective large-scale IoT solutions for improving energy efficiency of medium- and large-sized buildings
Worldwide, buildings consume about 40 percent of the overall energy resources and contribute to an average of 30 percent of the global carbon emission. Hence, technologies for improving the energy efficiency o...
Citation: Energy Informatics 2022 5(Suppl 4):41 -
Can we benefit from game engines to develop digital twins for planning the deployment of photovoltaics?
Digital Twins (DTs) have attracted great attention in the energy sector. Game engines have been suggested to model DTs of their physical counterparts because they provide realistic graphics, lighting-, fluid- ...
Citation: Energy Informatics 2022 5(Suppl 4):42 -
Probabilistic Flexoffers in residential heat pumps considering uncertain weather forecast
The penetration of renewable energies is increasing in energy systems worldwide. Consequently, the intermittency of the energy sources raises technical challenges for sustainable energy supply. Demand-side fle...
Citation: Energy Informatics 2022 5(Suppl 4):64 -
Evaluation of neural networks for residential load forecasting and the impact of systematic feature identification
Energy systems face challenges due to climate change, distributed energy resources, and political agenda, especially distribution system operators (DSOs) responsible for ensuring grid stability. Accurate predi...
Citation: Energy Informatics 2022 5(Suppl 4):63 -
Residential electricity current and appliance dataset for AC-event detection from Indian dwellings
Air Conditioners (ACs) have become a major contributor to residential electricity consumption in India. Non-intrusive Load Monitoring (NILM) can be used to understand residential AC use and its contribution to...
Citation: Energy Informatics 2022 5(Suppl 4):38 -
SGLSim: tool for smart glazing energy performance analysis
A tool Smart Glazing Simulator (SGLSim), has been developed to perform parametric simulation analysis of different window systems with several window-to-wall ratios and orientations to compute and compare the ...
Citation: Energy Informatics 2022 5(Suppl 4):40 -
Potentials of game engines for wind power digital twin development: an investigation of the Unreal Engine
Digital twin technologies have become popular in wind energy for monitoring and what-if scenario investigation. However, developing a digital representation of the wind is challenging, especially due to the di...
Citation: Energy Informatics 2022 5(Suppl 4):39 -
Investigation on air conditioning load patterns and electricity consumption of typical residential buildings in tropical wet and dry climate in India
The residential sector accounts for around 24% of the total electricity consumption in India. Recent studies show that air conditioners (ACs) have become a significant contributor to residential electricity co...
Citation: Energy Informatics 2022 5(Suppl 4):61 -
An agent-based modelling framework for the simulation of large-scale consumer participation in electricity market ecosystems
The role of consumers as price-sensitive participants in electricity markets is considered essential to ensure efficient and secure operations of electricity systems. Yet the uncertain or unknown consequences ...
Citation: Energy Informatics 2022 5(Suppl 4):47 -
Anomaly detection in quasi-periodic energy consumption data series: a comparison of algorithms
The diffusion of domotics solutions and of smart appliances and meters enables the monitoring of energy consumption at a very fine level and the development of forecasting and diagnostic applications. Anomaly ...
Citation: Energy Informatics 2022 5(Suppl 4):62 -
A comparison study of co-simulation frameworks for multi-energy systems: the scalability problem
The transition to a low-carbon society will completely change the structure of energy systems from a standalone hierarchical centralised vision to cooperative and distributed Multi-Energy Systems. The analysis...
Citation: Energy Informatics 2022 5(Suppl 4):53 -
Open-access tools for the modelling and simulation of electricity markets
Globally, the amount of renewable energy generation is increasing, which raises the complexity of operating electrical grids to maintain stability and balance and boosts the need for developing new electricity...
Citation: Energy Informatics 2022 5(Suppl 4):43 -
Recursive training based physics-inspired neural network for electric water heater modeling
Aggregating flexibility from residential electric water heaters (EWHs) is fast gaining commercial interest. Flexibility modeling of an EWH involves highly precise and quick simulation of EWH water temperature ...
Citation: Energy Informatics 2022 5(Suppl 4):58 -
Can electric vehicles be an alternative for traditional fossil-fuel cars with the help of renewable energy sources towards energy sustainability achievement?
The use of conventional fossil-fuel vehicles in the transportation industry contributes to climate change. The energy producing sector has actually adjusted its strategy to utilize more renewable energy to sat...
Citation: Energy Informatics 2022 5(Suppl 4):60 -
Peer-to-peer energy trading optimization in energy communities using multi-agent deep reinforcement learning
In the past decade, the global distribution of energy resources has expanded significantly. The increasing number of prosumers creates the prospect for a more decentralized and accessible energy market, where ...
Citation: Energy Informatics 2022 5(Suppl 4):44 -
Framework for dimensioning battery energy storage systems with applied multi-tasking strategies in microgrids
The shifting from the traditional centralized electric sector to a distributed and renewable system presents some challenges. Battery energy storage technologies have proven effective in relieving some aspects...
Citation: Energy Informatics 2022 5(Suppl 4):52 -
Identification of natural disaster impacted electricity load profiles with k means clustering algorithm
Natural disasters threat the resilience of the electricity system. However, little literature has investigated the electricity system’s recovering process and progress after natural disasters’ hit which strong...
Citation: Energy Informatics 2022 5(Suppl 4):59 -
Ecosystem-driven business opportunity identification method and web-based tool with a case study of the electric vehicle home charging energy ecosystem in Denmark
Understanding the local needs and challenges is critical for technology adoption in the energy sector. However, it is still a big challenge for most ecosystem stakeholders. Furthermore, technology adoption the...
Citation: Energy Informatics 2022 5(Suppl 4):54 -
Survey data on university students’ experience of energy control, indoor comfort, and energy flexibility in campus buildings
Due to large energy consumption and equipped building control systems, the majority of campus buildings have the potential to increase energy efficiency and provide energy flexibility. Among the three main typ...
Citation: Energy Informatics 2022 5(Suppl 4):50 -
Impact of COVID-19 on energy consumption in a residential complex in Hyderabad, India
When the Indian government declared the first lockdown on 25 March 2020 to control the increasing number of COVID-19 cases, people were forced to stay and work from home. The aim of this study is to quantify t...
Citation: Energy Informatics 2022 5(Suppl 4):49 -
Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI
The transition to renewable energy sources challenges the operation and stability of the electric power system. Wind and solar power generation are volatile and uncertain, and energy sources may be located far...
Citation: Energy Informatics 2022 5(Suppl 4):46 -
Non-intrusive load monitoring techniques for the disaggregation of ON/OFF appliances
Nowadays, Non-Intrusive Load Monitoring techniques are sufficiently accurate to provide valuable insights to the end-users and improve their electricity behaviours. Indeed, previous works show that commonly us...
Citation: Energy Informatics 2022 5(Suppl 4):45 -
Simulation of a Cellular Energy System including hierarchies and neighborhoods
The massive use of small energy resources and storage units causes a transition from a traditionally centralized to a decentralized energy system. To structure and coordinate the emerging changes in the energy...
Citation: Energy Informatics 2022 5(Suppl 4):51 -
A hierarchical and modular agent-oriented framework for power systems co-simulations
During the last decades, numerous simulation tools have been proposed to faithfully reproduce the different entities of the grid together with the inclusion of new elements that make the grid “smart”. Often, t...
Citation: Energy Informatics 2022 5(Suppl 4):48 -
Application of energy informatics in Danish research projects
To enable sound scientific research in future energy informatics projects, it is necessary to obtain an overview of the current state of the research field to identify unaddressed gaps and challenges. Therefor...
Citation: Energy Informatics 2022 5(Suppl 4):57 -
An adapter-based architecture for evaluating candidate solutions in energy system scheduling
Increasing shares of volatile generation and non-steerable demand raise the need for automated control of the Energy Systems (ESs). Various solutions for management and schedule-based control of energy facilit...
Citation: Energy Informatics 2022 5(Suppl 4):56 -
Agent-based modeling (ABM) for urban neighborhood energy systems: literature review and proposal for an all integrative ABM approach
Advancing the energy transition in real-world urban settings is attracting interest within interdisciplinary research communities. New challenges for local energy balancing arise particularly in urban neighbor...
Citation: Energy Informatics 2022 5(Suppl 4):55
- ISSN: 2520-8942 (electronic)
Annual Journal Metrics
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2022 Citation Impact
0.808 - SNIP (Source Normalized Impact per Paper)
0.531 - SJR (SCImago Journal Rank)2022 Speed
15 days submission to first editorial decision for all manuscripts (Median)
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