Zheng Ma
Orcid: 0000-0002-9134-1032Affiliations:
- University of Southern Denmark, Center for Health Informatics and Technology, Odense, Denmark
According to our database1,
Zheng Ma
authored at least 57 papers
between 2015 and 2024.
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Bibliography
2024
A scoping review of In-the-loop paradigms in the energy sector focusing on software-in-the-loop.
Energy Inform., December, 2024
A Scoping Review of Energy-Efficient Driving Behaviors and Applied State-of-the-Art AI Methods.
CoRR, 2024
Energy Flexibility Potential in the Brewery Sector: A Multi-agent Based Simulation of 239 Danish Breweries.
CoRR, 2024
Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series KMeans Clustering and Multi-Criteria Decision Making.
CoRR, 2024
2023
Energy metaverse: the conceptual framework with a review of the state-of-the-art methods and technologies.
Energy Inform., January, 2023
Energy Inform., January, 2023
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
Proceedings of the Progress in Artificial Intelligence, 2023
Proceedings of the Progress in Artificial Intelligence, 2023
Standard Energy Data Competition Procedure: A Comprehensive Review with a Case Study of the ADRENALIN Load Disaggregation Competition.
Proceedings of the Energy Informatics - Third Energy Informatics Academy Conference, 2023
Business Models for Digitalization Enabled Energy Efficiency and Flexibility in Industry: A Survey with Nine Case Studies.
Proceedings of the Energy Informatics - Third Energy Informatics Academy Conference, 2023
Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series K-Means Clustering and Multi-criteria Decision Making.
Proceedings of the Energy Informatics - Third Energy Informatics Academy Conference, 2023
A Modifiable Architectural Design for Commercial Greenhouses Energy Economic Dispatch Testbed.
Proceedings of the Energy Informatics - Third Energy Informatics Academy Conference, 2023
Multi-agent Based Simulation for Investigating Electric Vehicle Adoption and Its Impacts on Electricity Distribution Grids and CO2 Emissions.
Proceedings of the Energy Informatics - Third Energy Informatics Academy Conference, 2023
2022
Evaluation of neural networks for residential load forecasting and the impact of systematic feature identification.
Energy Inform., 2022
Potentials of game engines for wind power digital twin development: an investigation of the Unreal Engine.
Energy Inform., 2022
CELSIUS: an international project providing integrated, systematic, cost-effective large-scale IoT solutions for improving energy efficiency of medium- and large-sized buildings.
Energy Inform., 2022
Ecosystem-driven business opportunity identification method and web-based tool with a case study of the electric vehicle home charging energy ecosystem in Denmark.
Energy Inform., 2022
Survey data on university students' experience of energy control, indoor comfort, and energy flexibility in campus buildings.
Energy Inform., 2022
The importance of systematical analysis and evaluation methods for energy business ecosystems.
Energy Inform., 2022
Identification of natural disaster impacted electricity load profiles with k means clustering algorithm.
Energy Inform., 2022
An agent-based modelling framework for the simulation of large-scale consumer participation in electricity market ecosystems.
Energy Inform., 2022
Can we benefit from game engines to develop digital twins for planning the deployment of photovoltaics?
Energy Inform., 2022
Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2022
2021
Energy Inform., 2021
A generic agent-based framework for modeling business ecosystems: a case study of electric vehicle home charging.
Energy Inform., 2021
Welcome message from the organizers at the 1st Energy Informatics. Academy Conference Asia (EI.A Asia 2021).
Energy Inform., 2021
Energy Inform., 2021
Business ecosystem architecture development: a case study of Electric Vehicle home charging.
Energy Inform., 2021
Energy Inform., 2021
Digitalisation potentials in the electricity ecosystem: lesson learnt from the comparison between Germany and Denmark.
Energy Inform., 2021
Industrial consumers' electricity market participation options: a case study of an industrial cooling process in Denmark.
Energy Inform., 2021
Methodology for identifying technical details of smart energy solutions and research gaps in smart grid: an example of electric vehicles in the energy system.
Energy Inform., 2021
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021
2020
Agent-Based Simulation of Implicit Demand Response Adoption for Water Distribution System Reservoirs.
Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, 2020
Multi-agent Simulation of Households' Behaviors Towards Hourly Electricity Price Scheme in Denmark.
Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, 2020
Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, 2020
Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020
Agent-based Modeling of Climate and Electricity Market Impact on Commercial Greenhouse Growers' Demand Response Adoption.
Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 2020
Analysis of Energy Storage Technologies for Island Microgrids: A Case study of the Ærø Island in Denmark.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020
Proceedings of the Ambient Intelligence - Software and Applications, 2020
System Architecture Modelling Framework Applied to the Integration of Electric Vehicles in the Grid.
Proceedings of the Distributed Computing and Artificial Intelligence, 2020
Research on Edge Intelligence-based Security Analysis Method for Power Operation System.
Proceedings of the 7th IEEE International Conference on Cyber Security and Cloud Computing, 2020
2019
A survey of demand response adoption in retail stores DR control preferences, stakeholder engagement, and cross-national differences.
Energy Inform., 2019
Business ecosystem modeling- the hybrid of system modeling and ecological modeling: an application of the smart grid.
Energy Inform., 2019
Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Optimization of Greenhouse Production Process: An Investigation of Energy Efficiency Potentials.
Proceedings of the 6th International Conference on Dependable Systems and Their Applications, 2019
2018
A discussion of building automation and stakeholder engagement for the readiness of energy flexible buildings.
Energy Inform., 2018
Energy flexibility of the commercial greenhouse growers: The potential and benefits of participating in the electricity market.
Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018
2017
Proceedings of the SMARTGREENS 2017, 2017
2016
Demand Response Integration Through Agent-Based Coordination of Consumers in Virtual Power Plants.
Proceedings of the PRIMA 2016: Princiles and Practice of Multi-Agent Systems, 2016
2015
Industrial consumers' acceptance to the smart grid solutions: Case studies from Denmark.
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015