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Zheng Ma
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 51
Top Topics
Neural Network
Load Forecasting
Case Study
Energy Efficiency
Top Venues
Energy Inform.
CoRR
EI.A
SII
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Publications
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Balázs András Tolnai
,
Zheng Ma
,
Bo Nørregaard Jørgensen
A Scoping Review of Energy Load Disaggregation.
CoRR
(2024)
Zhipeng Ma
,
Bo Nørregaard Jørgensen
,
Zheng Ma
A Scoping Review of Energy-Efficient Driving Behaviors and Applied State-of-the-Art AI Methods.
CoRR
(2024)
Balázs András Tolnai
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Standard energy data competition procedure: A comprehensive review with a case study of the ADRENALIN load disaggregation competition.
CoRR
(2024)
Daniel Anthony Howard
,
Bo Nørregaard Jørgensen
,
Zheng Ma
Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series KMeans Clustering and Multi-Criteria Decision Making.
CoRR
(2024)
Daniel Anthony Howard
,
Bo Nørregaard Jørgensen
,
Zheng Ma
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
(2023)
Balázs András Tolnai
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Standard Energy Data Competition Procedure: A Comprehensive Review with a Case Study of the ADRENALIN Load Disaggregation Competition.
EI.A
(2023)
Kristoffer Christensen
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Multi-agent Based Simulation for Investigating Electric Vehicle Adoption and Its Impacts on Electricity Distribution Grids and CO2 Emissions.
EI.A (2)
(2023)
Christian Skafte Beck Clausen
,
Bo Nørregaard Jørgensen
,
Zheng Ma
A Modifiable Architectural Design for Commercial Greenhouses Energy Economic Dispatch Testbed.
EI.A
(2023)
Balázs András Tolnai
,
Zheng Ma
,
Bo Nørregaard Jørgensen
A Scoping Review of Energy Load Disaggregation.
EPIA (2)
(2023)
Bo Nørregaard Jørgensen
,
Daniel Anthony Howard
,
Christian Skafte Beck Clausen
,
Zheng Ma
Digital Twins: Benefits, Applications and Development Process.
EPIA (2)
(2023)
Zhipeng Ma
,
Bo Nørregaard Jørgensen
,
Michelle Levesque
,
Mouloud Amazouz
,
Zheng Ma
Business Models for Digitalization Enabled Energy Efficiency and Flexibility in Industry: A Survey with Nine Case Studies.
EI.A
(2023)
Zheng Ma
,
Athila Q. Santos
,
Hamid Reza Shaker
,
Salman Yussof
,
Poul Møller Eriksen
,
Jens Hornum
,
Bo Nørregaard Jørgensen
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.
5 (2022)
Zheng Ma
,
Birte Holst Jørgensen
,
Guangchao Chen
,
Henrik Madsen
,
Hongbo Duan
,
Luiz Carlos Pereira da Silva
,
Bo Nørregaard Jørgensen
Summary of Energy Informatics.Academy Conference 2022.
Energy Inform.
5 (2022)
Zheng Ma
,
Kristoffer Christensen
,
Thomas Finch Rasmussen
,
Bo Nørregaard Jørgensen
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.
5 (2022)
Daniel Anthony Howard
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Application of energy informatics in Danish research projects.
Energy Inform.
5 (2022)
Zheng Ma
The importance of systematical analysis and evaluation methods for energy business ecosystems.
Energy Inform.
5 (2022)
Nicolas Fatras
,
Zheng Ma
,
Bo Nørregaard Jørgensen
An agent-based modelling framework for the simulation of large-scale consumer participation in electricity market ecosystems.
Energy Inform.
5 (2022)
Simon Hedegård Jessen
,
Zheng Ma
,
Francisco Danang Wijaya
,
Juan C. Vasquez
,
Josep Guerrero
,
Bo Nørregaard Jørgensen
Identification of natural disaster impacted electricity load profiles with k means clustering algorithm.
Energy Inform.
5 (2022)
Daniel Anthony Howard
,
Zheng Ma
,
Bo Nørregaard Jørgensen
A Case Study of Digital Twin for Greenhouse Horticulture Production Flow.
DTPI
(2022)
Jonas Vedsted Sørensen
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Potentials of game engines for wind power digital twin development: an investigation of the Unreal Engine.
Energy Inform.
5 (2022)
Nicolai Bo Vanting
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Evaluation of neural networks for residential load forecasting and the impact of systematic feature identification.
Energy Inform.
5 (2022)
Zheng Ma
,
Birte Holst Jørgensen
,
Guangchao Chen
,
Bo Nørregaard Jørgensen
Welcome message from the organizers at the 1st Energy Informatics. Academy Conference Asia (EI.A Asia 2021).
Energy Inform.
4 (S2) (2021)
Kristoffer Christensen
,
Zheng Ma
,
Yves Demazeau
,
Bo Nørregaard Jørgensen
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.
4 (S2) (2021)
Daniel Anthony Howard
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Evaluation of Industrial Energy Flexibility Potential: A Scoping Review.
ICIT
(2021)
Zheng Ma
,
Kristoffer Christensen
,
Bo Nørregaard Jørgensen
Business ecosystem architecture development: a case study of Electric Vehicle home charging.
Energy Inform.
4 (1) (2021)
Magnus Værbak
,
Zheng Ma
,
Yves Demazeau
,
Bo Nørregaard Jørgensen
A generic agent-based framework for modeling business ecosystems: a case study of electric vehicle home charging.
Energy Inform.
4 (S2) (2021)
Ying Qu
,
Zheng Ma
,
Anders Clausen
,
Bo Nørregaard Jørgensen
A Comprehensive Review on Evolutionary Algorithm Solving Multi-Objective Problems.
ICIT
(2021)
Daniel Anthony Howard
,
Zheng Ma
,
Christian T. Veje
,
Anders Clausen
,
Jesper Mazanti Aaslyng
,
Bo Nørregaard Jørgensen
Greenhouse industry 4.0 - digital twin technology for commercial greenhouses.
Energy Inform.
4 (S2) (2021)
Thorsten Hack
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Digitalisation potentials in the electricity ecosystem: lesson learnt from the comparison between Germany and Denmark.
Energy Inform.
4 (S2) (2021)
Nicolas Fatras
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Industrial consumers' electricity market participation options: a case study of an industrial cooling process in Denmark.
Energy Inform.
4 (S2) (2021)
Nicolai Bo Vanting
,
Zheng Ma
,
Bo Nørregaard Jørgensen
A scoping review of deep neural networks for electric load forecasting.
Energy Inform.
4 (S2) (2021)
Zheng Ma
,
Anders Clausen
,
Yun Lin
,
Bo Nørregaard Jørgensen
An overview of digitalization for the building-to-grid ecosystem.
Energy Inform.
4 (S2) (2021)
Magnus Værbak
,
Zheng Ma
,
Kristoffer Christensen
,
Yves Demazeau
,
Bo Nørregaard Jørgensen
Agent-Based Simulation of Implicit Demand Response Adoption for Water Distribution System Reservoirs.
SII
(2020)
Kristoffer Christensen
,
Zheng Ma
,
Magnus Værbak
,
Yves Demazeau
,
Bo Nørregaard Jørgensen
Agent-based Simulation Design for Technology Adoption.
SII
(2020)
Zheng Zhu
,
Yingjie Tian
,
Fan Li
,
Hongshan Yang
,
Zheng Ma
,
Guoping Rong
Research on Edge Intelligence-based Security Analysis Method for Power Operation System.
CSCloud/EdgeCom
(2020)
Zheng Ma
,
Magnus Værbak
,
Bo Nørregaard Jørgensen
Multi-agent Simulation of Households' Behaviors Towards Hourly Electricity Price Scheme in Denmark.
SII
(2020)
Athila Santos
,
Zheng Ma
,
Mads Agergaard
,
Sebastian Frejo Rasmussen
,
Bo Nørregaard Jørgensen
Analysis of Energy Storage Technologies for Island Microgrids: A Case study of the Ærø Island in Denmark.
ISGT
(2020)
Nicolas Fatras
,
Zheng Ma
,
Bo Nørregaard Jørgensen
System Architecture Modelling Framework Applied to the Integration of Electric Vehicles in the Grid.
DCAI (Special Sessions)
(2020)
Daniel Anthony Howard
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Digital Twin Framework for Energy Efficient Greenhouse Industry 4.0.
ISAmI
(2020)
Daniel Anthony Howard
,
Zheng Ma
,
Jesper Mazanti Aaslyng
,
Bo Nørregaard Jørgensen
Data Architecture for Digital Twin of Commercial Greenhouse Production.
RIVF
(2020)
Kristoffer Christensen
,
Zheng Ma
,
Yves Demazeau
,
Bo Nørregaard Jørgensen
Agent-based Modeling of Climate and Electricity Market Impact on Commercial Greenhouse Growers' Demand Response Adoption.
RIVF
(2020)
Zheng Ma
,
Lewe Friedrichsen
,
Mie Thomsen
,
Bo Nørregaard Jørgensen
Universities' Implicit Demand Response Participation.
ISGT Europe
(2019)
Zheng Ma
,
Kati Kuusinen
,
Mikkel Baun Kjærgaard
A survey of demand response adoption in retail stores DR control preferences, stakeholder engagement, and cross-national differences.
Energy Inform.
2 (1) (2019)
Zheng Ma
Business ecosystem modeling- the hybrid of system modeling and ecological modeling: an application of the smart grid.
Energy Inform.
2 (1) (2019)
Zheng Ma
,
Jonas Korsgaard
,
Bo Nørregaard Jørgensen
Optimization of Greenhouse Production Process: An Investigation of Energy Efficiency Potentials.
DSA
(2019)
Zheng Ma
,
Magnus Værbak
,
Rune Kvols Rasmussen
,
Bo Nørregaard Jørgensen
Distributed Energy Resource Adoption for Campus Microgrid.
INDIN
(2019)
Zheng Ma
,
Bo Nørregaard Jørgensen
A discussion of building automation and stakeholder engagement for the readiness of energy flexible buildings.
Energy Inform.
1 (1) (2018)
Zheng Ma
,
Bo Nørregaard Jørgensen
Energy flexibility of the commercial greenhouse growers: The potential and benefits of participating in the electricity market.
ISGT
(2018)
Zheng Ma
,
Henrik Tønder Aabjerg Friis
,
Christopher Gravers Mostrup
,
Bo Nørregaard Jørgensen
Energy Flexibility Potential of Industrial Processes in the Regulating Power Market.
SMARTGREENS
(2017)
Anders Clausen
,
Aisha Umair
,
Zheng Ma
,
Bo Nørregaard Jørgensen
Demand Response Integration Through Agent-Based Coordination of Consumers in Virtual Power Plants.
PRIMA
(2016)
Zheng Ma
,
Bo Nørregaard Jørgensen
,
Alla Asmussen
Industrial consumers' acceptance to the smart grid solutions: Case studies from Denmark.
ISGT Asia
(2015)