Skip to main content

Table 1 Themes of the accepted and presented papers from Energy Informatics.Academy Conference 2022 (EI.A 2022)

From: Summary of Energy Informatics.Academy Conference 2022

Theme

Paper title

Simulation and modeling in energy

A Comparison Study of Co-simulation Frameworks for Multi-Energy Systems: The Scalability Problem

Agent-based modeling (ABM) for urban neighborhood energy systems: Literature review and proposal for an all integrative ABM approach

An agent-based modelling framework for the simulation of large-scale consumer participation in electricity market ecosystems

Framework for Dimensioning Battery Energy Storage Systems with Applied Multi-tasking Strategies in Microgrids

Simulation of a Cellular Energy System including Hierarchies and Neighborhoods

A Hierarchical and Modular Agent-Oriented Framework for Power Systems Co-Simulations

An Adapter-Based Architecture for Evaluating Candidate Solutions in Energy System Scheduling

Automatic Process Monitoring in a District Heating Substation Utilizing a Contextual Shewhart Chart

Software and applications in energy

SGLSim: Tool for Smart Glazing Energy Performance Analysis

Open-access Tools for the Modelling and Simulation of Electricity Markets

Non-Intrusive Load Monitoring techniques for the disaggregation of ON/OFF appliances

Design of Data Management Service Platform for Intelligent Electric Vehicle Charging Controller—Multi-charger Model

Design of an intelligent trading platform for flexibility potentials of private households in the low-voltage grid

Can we benefit from game engines to develop digital twins for planning the deployment of photovoltaics?

Probabilistic FlexOffers in Residential Heat Pumps Considering Uncertain Weather Forecast

Potentials of game engines for wind power digital twin development: an investigation of the Unreal engine

Big data and AI in energy

Peer-to-Peer Energy Trading Optimization in Energy Communities using Multi-Agent Deep Reinforcement Learning

Investigation on Air Conditioning Load Patterns and Electricity Consumption of Typical Residential Buildings in Tropical Wet and Dry Climate in India

Residential Electricity current and appliance dataset for AC-event detection from Indian Dwellings

An Implementation of Long Short-Term Memory on Electricity Load Forecasting: Comparison of Multiple Scalers

Anomaly detection in quasi-periodic energy consumption data series: a comparison of algorithms

Revealing interactions between HVDC cross-area flows and frequency stability with explainable AI

Recursive training based Physics Inspired Neural Network for Electric Water Heater modeling

Evaluation of Neural Networks for Residential Load Forecasting and the Impact of Systematic Feature Identification

Identification of natural disaster impacted electricity load profiles with k means clustering algorithm

Energy informatics projects and analysis

Can electric vehicles be an alternative for traditional fossil-fuel cars with the help of renewable energy sources towards energy sustainability achievement?

Impact of the COVID-19 on residential energy consumption of Hyderabad, India

A probabilistic approach to reliability analysis of district heating networks incorporation censoring: A report of implementation experiences

Application of Energy Informatics in Danish Research Projects

CSTEP-driven business opportunity identification method with a case study of energy use in industrial processes

Survey data on university students’ experience of energy control, indoor comfort, and energy flexibility in campus buildings

CELSIUS: an international project providing integrated, systematic, Cost-effective large-scale IoT solutions for improving energy efficiency of medium- and large-sized buildings