Zheng Ma

72 papers B 1C 1Journal 33Unranked 35
YearRankTypeTitle / Venue / Authors
2025 — conf
Comparison of Three Algorithms for Low-Frequency Temperature-Dependent Load Disaggregation in Buildings Without Submetering.
EIA Nordic (2)
Balázs András Tolnai, Zheng Ma, Bo Nørregaard Jørgensen
2025 — conf
Digitalization in District Heating: Comparative Insights from Denmark and Sweden on Adoption, Barriers, and Value Creation.
EIA Nordic (1)
Zheng Ma, Joy Dalmacio Billanes, Kristina Lygnerud
2025 J jnl
Fuel Efficiency Analysis of the Public Transportation System Based on the Gaussian Mixture Model Clustering.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2025 — conf
Green Hydrogen Under Uncertainty: Evaluating Power-to-X Strategies Using Agent-Based Simulation and Multi-criteria Decision Framework.
EIA Nordic (2)
Frederik Wagner Madsen, Joy Dalmacio Billanes, Bo Nørregaard Jørgensen, Zheng Ma
2025 J jnl
Green Hydrogen under Uncertainty: Evaluating Power-to-X Strategies Using Agent-Based Simulation and Multi-Criteria Decision Framework.
CoRR
Frederik Wagner Madsen, Joy Dalmacio Billanes, Bo Nørregaard Jørgensen, Zheng Ma
2025 — conf
Lessons Learned from the ADRENALIN Load Disaggregation Challenge.
EIA Nordic (2)
Balázs András Tolnai, Zheng Ma, Igor Sartori, Clayton Miller, Stephen White, Matt Amos, Gustaf Bengtsson, Akram Hameed, Bo Nørregaard Jørgensen
2024 — conf
A Cost-Effective Edge Computing Gateway for Smart Buildings.
EI.A (1)
Simon Soele Madsen, Benjamin Staugaard, Zheng Ma, Salman Yussof, Bo Nørregaard Jørgensen
2024 J jnl
A Cost-effective Edge Computing Gateway for Smart Buildings.
CoRR
Simon Soele Madsen, Benjamin Staugaard, Zheng Ma, Salman Yussof, Bo Nørregaard Jørgensen
2024 J jnl
A Scoping Review of Energy Load Disaggregation.
CoRR
Balázs András Tolnai, Zheng Ma, Bo Nørregaard Jørgensen
2024 J jnl
A Scoping Review of Energy-Efficient Driving Behaviors and Applied State-of-the-Art AI Methods.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2024 — conf
Data-Driven Digital Twin Based Energy Flexibility Investigation for Commercial Greenhouse Production Process.
EPIA (1)
Daniel Anthony Howard, Magnus Værbak, Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2024 — conf
Data-Driven Digital Twin for Foundry Production Process: Facilitating Best Practice Operations Investigation and Impact Analysis.
EI.A (1)
Daniel Anthony Howard, Magnus Værbak, Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2024 — conf
Energy Data Collection Protocol: A Case Study on the ADRENALIN Project.
EI.A (1)
Balázs András Tolnai, Zheng Ma, Bo Nørregaard Jørgensen
2024 — ed.
Energy Informatics - Third Energy Informatics Academy Conference, EI.A 2023, Campinas, Brazil, December 6-8, 2023, Proceedings, Part I
EI.A
Bo Nørregaard Jørgensen, Luiz Carlos Pereira da Silva, Zheng Ma
2024 — ed.
Energy Informatics - Third Energy Informatics Academy Conference, EI.A 2023, Campinas, Brazil, December 6-8, 2023, Proceedings, Part II
EI.A (2)
Bo Nørregaard Jørgensen, Luiz Carlos Pereira da Silva, Zheng Ma
2024 — conf
Fuel Efficiency Analysis of the Public Transportation System Based on the Gaussian Mixture Model Clustering.
EPIA (2)
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
2024 J jnl
Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series KMeans Clustering and Multi-Criteria Decision Making.
CoRR
Daniel Anthony Howard, Bo Nørregaard Jørgensen, Zheng Ma
2024 — conf
Leveraging Digital Twins for Sustainable District Heating: A Study on Waste Heat from Power-to-X Plants.
EI.A (1)
Magnus Værbak, Bo Nørregaard Jørgensen, Zheng Ma
2024 — conf
Leveraging Internet of Things Network Metadata for Cost-Effective Automatic Smart Building Visualization.
EI.A (1)
Benjamin Staugaard, Simon Soele Madsen, Zheng Ma, Salman Yussof, Bo Nørregaard Jørgensen
2024 J jnl
Leveraging Internet of Things Network Metadata for Cost-Effective Automatic Smart Building Visualization.
CoRR
Benjamin Staugaard, Simon Soele Madsen, Zheng Ma, Salman Yussof, Bo Nørregaard Jørgensen
2024 J jnl
Standard energy data competition procedure: A comprehensive review with a case study of the ADRENALIN load disaggregation competition.
CoRR
Balázs András Tolnai, Zheng Ma, Bo Nørregaard Jørgensen
2024 J jnl
Towards energy efficient buildings by digital transformation of the building lifecycle.
Energy Inform.
Bo Nørregaard Jørgensen, Zheng Ma
2023 — conf
A Modifiable Architectural Design for Commercial Greenhouses Energy Economic Dispatch Testbed.
EI.A
Christian Skafte Beck Clausen, Bo Nørregaard Jørgensen, Zheng Ma
2023 — conf
A Scoping Review of Energy Load Disaggregation.
EPIA (2)
Balázs András Tolnai, Zheng Ma, Bo Nørregaard Jørgensen
2023 — conf
Business Models for Digitalization Enabled Energy Efficiency and Flexibility in Industry: A Survey with Nine Case Studies.
EI.A
Zhipeng Ma, Bo Nørregaard Jørgensen, Michelle Levesque, Mouloud Amazouz, Zheng Ma
2023 — conf
Digital Twins: Benefits, Applications and Development Process.
EPIA (2)
Bo Nørregaard Jørgensen, Daniel Anthony Howard, Christian Skafte Beck Clausen, Zheng Ma
2023 J jnl
Energy Metaverse: a virtual living lab of the energy ecosystem.
Energy Inform.
Zheng Ma
2023 J jnl
Energy metaverse: the conceptual framework with a review of the state-of-the-art methods and technologies.
Energy Inform.
Zheng Ma
2023 — conf
Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series K-Means Clustering and Multi-criteria Decision Making.
EI.A
Daniel Anthony Howard, Bo Nørregaard Jørgensen, Zheng Ma
2023 — conf
Multi-agent Based Simulation for Investigating Electric Vehicle Adoption and Its Impacts on Electricity Distribution Grids and CO2 Emissions.
EI.A (2)
Kristoffer Christensen, Zheng Ma, Bo Nørregaard Jørgensen
2023 — conf
Standard Energy Data Competition Procedure: A Comprehensive Review with a Case Study of the ADRENALIN Load Disaggregation Competition.
EI.A
Balázs András Tolnai, Zheng Ma, Bo Nørregaard Jørgensen
2022 — conf
A Case Study of Digital Twin for Greenhouse Horticulture Production Flow.
DTPI
Daniel Anthony Howard, Zheng Ma, Bo Nørregaard Jørgensen
2022 J jnl
An agent-based modelling framework for the simulation of large-scale consumer participation in electricity market ecosystems.
Energy Inform.
Nicolas Fatras, Zheng Ma, Bo Nørregaard Jørgensen
2022 J jnl
Application of energy informatics in Danish research projects.
Energy Inform.
Daniel Anthony Howard, Zheng Ma, Bo Nørregaard Jørgensen
2022 J jnl
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.
Zheng Ma, Athila Q. Santos, Hamid Reza Shaker, Salman Yussof, Poul Møller Eriksen, Jens Hornum, Bo Nørregaard Jørgensen
2022 J jnl
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.
Zheng Ma, Kristoffer Christensen, Thomas Finch Rasmussen, Bo Nørregaard Jørgensen
2022 J jnl
Evaluation of neural networks for residential load forecasting and the impact of systematic feature identification.
Energy Inform.
Nicolai Bo Vanting, Zheng Ma, Bo Nørregaard Jørgensen
2022 J jnl
Identification of natural disaster impacted electricity load profiles with k means clustering algorithm.
Energy Inform.
Simon Hedegård Jessen, Zheng Ma, Francisco Danang Wijaya, Juan C. Vasquez, Josep M. Guerrero, Bo Nørregaard Jørgensen
2022 J jnl
Potentials of game engines for wind power digital twin development: an investigation of the Unreal Engine.
Energy Inform.
Jonas Vedsted Sørensen, Zheng Ma, Bo Nørregaard Jørgensen
2022 J jnl
Summary of Energy Informatics.Academy Conference 2022.
Energy Inform.
Zheng Ma, Birte Holst Jørgensen, Guangchao Chen, Henrik Madsen, Hongbo Duan, Luiz Carlos Pereira da Silva, Bo Nørregaard Jørgensen
2022 J jnl
Survey data on university students' experience of energy control, indoor comfort, and energy flexibility in campus buildings.
Energy Inform.
Zheng Ma
2022 J jnl
The importance of systematical analysis and evaluation methods for energy business ecosystems.
Energy Inform.
Zheng Ma
2021 — conf
A Comprehensive Review on Evolutionary Algorithm Solving Multi-Objective Problems.
ICIT
Ying Qu, Zheng Ma, Anders Clausen, Bo Nørregaard Jørgensen
2021 J jnl
A generic agent-based framework for modeling business ecosystems: a case study of electric vehicle home charging.
Energy Inform.
Magnus Værbak, Zheng Ma, Yves Demazeau, Bo Nørregaard Jørgensen
2021 J jnl
A scoping review of deep neural networks for electric load forecasting.
Energy Inform.
Nicolai Bo Vanting, Zheng Ma, Bo Nørregaard Jørgensen
2021 J jnl
An overview of digitalization for the building-to-grid ecosystem.
Energy Inform.
Zheng Ma, Anders Clausen, Yun Lin, Bo Nørregaard Jørgensen
2021 J jnl
Business ecosystem architecture development: a case study of Electric Vehicle home charging.
Energy Inform.
Zheng Ma, Kristoffer Christensen, Bo Nørregaard Jørgensen
2021 J jnl
Digitalisation potentials in the electricity ecosystem: lesson learnt from the comparison between Germany and Denmark.
Energy Inform.
Thorsten Hack, Zheng Ma, Bo Nørregaard Jørgensen
2021 — conf
Evaluation of Industrial Energy Flexibility Potential: A Scoping Review.
ICIT
Daniel Anthony Howard, Zheng Ma, Bo Nørregaard Jørgensen
2021 J jnl
Greenhouse industry 4.0 - digital twin technology for commercial greenhouses.
Energy Inform.
Daniel Anthony Howard, Zheng Ma, Christian T. Veje, Anders Clausen, Jesper Mazanti Aaslyng, Bo Nørregaard Jørgensen
2021 J jnl
Industrial consumers' electricity market participation options: a case study of an industrial cooling process in Denmark.
Energy Inform.
Nicolas Fatras, Zheng Ma, Bo Nørregaard Jørgensen
2021 J jnl
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.
Kristoffer Christensen, Zheng Ma, Yves Demazeau, Bo Nørregaard Jørgensen
2021 J jnl
Welcome message from the organizers at the 1st Energy Informatics. Academy Conference Asia (EI.A Asia 2021).
Energy Inform.
Zheng Ma, Birte Holst Jørgensen, Guangchao Chen, Bo Nørregaard Jørgensen
2020 — conf
Agent-Based Simulation of Implicit Demand Response Adoption for Water Distribution System Reservoirs.
SII
Magnus Værbak, Zheng Ma, Kristoffer Christensen, Yves Demazeau, Bo Nørregaard Jørgensen
2020 — conf
Agent-based Modeling of Climate and Electricity Market Impact on Commercial Greenhouse Growers' Demand Response Adoption.
RIVF
Kristoffer Christensen, Zheng Ma, Yves Demazeau, Bo Nørregaard Jørgensen
2020 — conf
Agent-based Simulation Design for Technology Adoption.
SII
Kristoffer Christensen, Zheng Ma, Magnus Værbak, Yves Demazeau, Bo Nørregaard Jørgensen
2020 — conf
Analysis of Energy Storage Technologies for Island Microgrids: A Case study of the Ærø Island in Denmark.
ISGT
Athila Q. Santos, Zheng Ma, Mads Agergaard, Sebastian Frejo Rasmussen, Bo Nørregaard Jørgensen
2020 — conf
Data Architecture for Digital Twin of Commercial Greenhouse Production.
RIVF
Daniel Anthony Howard, Zheng Ma, Jesper Mazanti Aaslyng, Bo Nørregaard Jørgensen
2020 — conf
Digital Twin Framework for Energy Efficient Greenhouse Industry 4.0.
ISAmI
Daniel Anthony Howard, Zheng Ma, Bo Nørregaard Jørgensen
2020 — conf
Multi-agent Simulation of Households' Behaviors Towards Hourly Electricity Price Scheme in Denmark.
SII
Zheng Ma, Magnus Værbak, Bo Nørregaard Jørgensen
2020 — conf
Research on Edge Intelligence-based Security Analysis Method for Power Operation System.
CSCloud/EdgeCom
Zheng Zhu, Yingjie Tian, Fan Li, Hongshan Yang, Zheng Ma, Guoping Rong
2020 — conf
System Architecture Modelling Framework Applied to the Integration of Electric Vehicles in the Grid.
DCAI (Special Sessions)
Nicolas Fatras, Zheng Ma, Bo Nørregaard Jørgensen
2019 J jnl
A survey of demand response adoption in retail stores DR control preferences, stakeholder engagement, and cross-national differences.
Energy Inform.
Zheng Ma, Kati Kuusinen, Mikkel Baun Kjærgaard
2019 J jnl
Business ecosystem modeling- the hybrid of system modeling and ecological modeling: an application of the smart grid.
Energy Inform.
Zheng Ma
2019 C conf
Distributed Energy Resource Adoption for Campus Microgrid.
INDIN
Zheng Ma, Magnus Værbak, Rune Kvols Rasmussen, Bo Nørregaard Jørgensen
2019 — conf
Optimization of Greenhouse Production Process: An Investigation of Energy Efficiency Potentials.
DSA
Zheng Ma, Jonas Korsgaard, Bo Nørregaard Jørgensen
2019 — conf
Universities' Implicit Demand Response Participation.
ISGT Europe
Zheng Ma, Lewe Friedrichsen, Mie Thomsen, Bo Nørregaard Jørgensen
2018 J jnl
A discussion of building automation and stakeholder engagement for the readiness of energy flexible buildings.
Energy Inform.
Zheng Ma, Bo Nørregaard Jørgensen
2018 — conf
Energy flexibility of the commercial greenhouse growers: The potential and benefits of participating in the electricity market.
ISGT
Zheng Ma, Bo Nørregaard Jørgensen
2017 — conf
Energy Flexibility Potential of Industrial Processes in the Regulating Power Market.
SMARTGREENS
Zheng Ma, Henrik Tønder Aabjerg Friis, Christopher Gravers Mostrup, Bo Nørregaard Jørgensen
2016 B conf
Demand Response Integration Through Agent-Based Coordination of Consumers in Virtual Power Plants.
PRIMA
Anders Clausen, Aisha Umair, Zheng Ma, Bo Nørregaard Jørgensen
2015 — conf
Industrial consumers' acceptance to the smart grid solutions: Case studies from Denmark.
ISGT Asia
Zheng Ma, Bo Nørregaard Jørgensen, Alla Asmussen