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Zheng Ma 0002

Zheng Grace Ma

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affiliation: University of Southern Denmark, Center for Health Informatics and Technology, Odense, Denmark

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2025
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Bo Nørregaard Jørgensen, Zheng Grace Ma, Fransisco Danang Wijaya, Roni Irnawan, Sarjiya:
Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23-25, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15271, Springer 2025, ISBN 978-3-031-74737-3 [contents]
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Bo Nørregaard Jørgensen, Zheng Grace Ma, Fransisco Danang Wijaya, Roni Irnawan, Sarjiya:
Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23-25, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15272, Springer 2025, ISBN 978-3-031-74740-3 [contents]
2024
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Christian Skafte Beck Clausen, Bo Nørregaard Jørgensen, Zheng Grace Ma:
A scoping review of In-the-loop paradigms in the energy sector focusing on software-in-the-loop. Energy Inform. 7(1): 12 (2024)
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Bo Nørregaard Jørgensen, Zheng Ma:
Towards energy efficient buildings by digital transformation of the building lifecycle. Energy Inform. 7(1): 81 (2024)
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Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma:
A systematic data characteristic understanding framework towards physical-sensor big data challenges. J. Big Data 11(1): 84 (2024)
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Hampus Fink Gärdström, Henrik Schwarz, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Symbiosis: A Web-Based Decision Support Tool for Achieving Symbiosis in Industrial Parks. EI.A (1) 2024: 21-36
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Simon Soele Madsen, Benjamin Staugaard, Zheng Ma, Salman Yussof, Bo Nørregaard Jørgensen:
A Cost-Effective Edge Computing Gateway for Smart Buildings. EI.A (1) 2024: 37-54
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Benjamin Staugaard, Simon Soele Madsen, Zheng Ma, Salman Yussof, Bo Nørregaard Jørgensen:
Leveraging Internet of Things Network Metadata for Cost-Effective Automatic Smart Building Visualization. EI.A (1) 2024: 55-70
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Henrik Schwarz, Hampus Fink Gärdström, Nicolas Fatras, Frederik Wagner Madsen, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Process-to-Market: A Web-Based Evaluation Tool for Electricity Market Participation. EI.A (1) 2024: 71-88
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Balázs András Tolnai, Zheng Ma, Bo Nørregaard Jørgensen:
Energy Data Collection Protocol: A Case Study on the ADRENALIN Project. EI.A (1) 2024: 120-135
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Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma:
DataPro - A Standardized Data Understanding and Processing Procedure: A Case Study of an Eco-Driving Project. EI.A (1) 2024: 136-154
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Christian Skafte Beck Clausen, Sebastian Lehnhoff, Jan Sören Schwarz, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Challenges in Transitioning from Co-simulation to Practical Application: A Case Study on Economic Emission Dispatch in a Greenhouse Compartment. EI.A (1) 2024: 173-192
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Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Multi-agent Based Simulation for Investigating Centralized Charging Strategies and Their Impact on Electric Vehicle Home Charging Ecosystem. EI.A (1) 2024: 193-209
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Magnus Værbak, Bo Nørregaard Jørgensen, Zheng Ma:
Leveraging Digital Twins for Sustainable District Heating: A Study on Waste Heat from Power-to-X Plants. EI.A (1) 2024: 210-227
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Daniel Anthony Howard, Magnus Værbak, Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma:
Data-Driven Digital Twin for Foundry Production Process: Facilitating Best Practice Operations Investigation and Impact Analysis. EI.A (1) 2024: 259-273
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Lu Cong, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Harnessing E-Trucks as Mobile Microgrids: Enhancing Community Health Clinics' Resilience in Indonesia. EI.A (2) 2024: 336-354
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Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Multi-agent Based Modeling for Investigating Excess Heat Utilization from Electrolyzer Production to District Heating Network. EI.A (1) 2024: 365-378
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Bo Nørregaard Jørgensen, Luiz Carlos Pereira da Silva, Zheng Ma:
Energy Informatics - Third Energy Informatics Academy Conference, EI.A 2023, Campinas, Brazil, December 6-8, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14467, Springer 2024, ISBN 978-3-031-48648-7 [contents]
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Bo Nørregaard Jørgensen, Luiz Carlos Pereira da Silva, Zheng Ma:
Energy Informatics - Third Energy Informatics Academy Conference, EI.A 2023, Campinas, Brazil, December 6-8, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14468, Springer 2024, ISBN 978-3-031-48651-7 [contents]
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Christian Skafte Beck Clausen, Bo Nørregaard Jørgensen, Zheng Grace Ma:
A Modifiable Architectural Design for Commercial Greenhouses Energy Economic Dispatch Testbed. CoRR abs/2401.03888 (2024)
[i14]
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  - journals/corr/abs-2401-04751
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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 abs/2401.04751 (2024)
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  - journals/corr/abs-2401-06192
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Kristoffer Christensen, Zheng Grace Ma, Bo Nørregaard Jørgensen:
Multi-Agent Based Simulation for Investigating Electric Vehicle Adoption and Its Impacts on Electricity Distribution Grids and CO2 Emissions. CoRR abs/2401.06192 (2024)
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  - journals/corr/abs-2401-07559
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Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Eco-driving Intelligent Systems and Algorithms: A Patent Review. CoRR abs/2401.07559 (2024)
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  - journals/corr/abs-2401-08673
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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 abs/2401.08673 (2024)
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  - journals/corr/abs-2401-14903
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Daniel Anthony Howard, Zheng Grace Ma, Jacob Alstrup Engvang, Morten Hagenau, Kathrine Lau Jorgensen, Jonas Fausing Olesen, Bo Nørregaard Jørgensen:
Energy Flexibility Potential in the Brewery Sector: A Multi-agent Based Simulation of 239 Danish Breweries. CoRR abs/2401.14903 (2024)
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  - journals/corr/abs-2402-01654
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Balázs András Tolnai, Zheng Ma, Bo Nørregaard Jørgensen:
A Scoping Review of Energy Load Disaggregation. CoRR abs/2402.01654 (2024)
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  - journals/corr/abs-2402-01718
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Zhipeng Ma, Bo Nørregaard Jørgensen, Michelle Levesque, Mouloud Amazouz, Zheng Grace Ma:
Business Models for Digitalization Enabled Energy Efficiency and Flexibility in Industry: A Survey with Nine Case Studies. CoRR abs/2402.01718 (2024)
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  - journals/corr/abs-2403-02053
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Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma:
A Scoping Review of Energy-Efficient Driving Behaviors and Applied State-of-the-Art AI Methods. CoRR abs/2403.02053 (2024)
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  - journals/corr/abs-2403-02368
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Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma:
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications. CoRR abs/2403.02368 (2024)
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  - journals/corr/abs-2408-10773
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Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Multi-Agent Based Simulation for Investigating Centralized Charging Strategies and their Impact on Electric Vehicle Home Charging Ecosystem. CoRR abs/2408.10773 (2024)
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  - journals/corr/abs-2408-10783
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Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Multi-agent based modeling for investigating excess heat utilization from electrolyzer production to district heating network. CoRR abs/2408.10783 (2024)
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  - journals/corr/abs-2408-10790
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Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma:
Multi-Agent Based Simulation for Decentralized Electric Vehicle Charging Strategies and their Impacts. CoRR abs/2408.10790 (2024)
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  - journals/corr/abs-2409-00056
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Benjamin Staugaard, Simon Soele Madsen, Zheng Ma, Salman Yussof, Bo Nørregaard Jørgensen:
Leveraging Internet of Things Network Metadata for Cost-Effective Automatic Smart Building Visualization. CoRR abs/2409.00056 (2024)
[i1]
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  - journals/corr/abs-2409-03770
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Simon Soele Madsen, Benjamin Staugaard, Zheng Ma, Salman Yussof, Bo Nørregaard Jørgensen:
A Cost-effective Edge Computing Gateway for Smart Buildings. CoRR abs/2409.03770 (2024)
2023
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Zheng Ma:
Energy Metaverse: a virtual living lab of the energy ecosystem. Energy Inform. 6(1) (2023)
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Zheng Ma:
Energy metaverse: the conceptual framework with a review of the state-of-the-art methods and technologies. Energy Inform. 6(1): 42 (2023)
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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: 3-19
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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: 60-76
[c25]
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Christian Skafte Beck Clausen, Bo Nørregaard Jørgensen, Zheng Ma:
A Modifiable Architectural Design for Commercial Greenhouses Energy Economic Dispatch Testbed. EI.A 2023: 234-252
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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: 253-270
[c23]
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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: 271-288
[c22]
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Balázs András Tolnai, Zheng Ma, Bo Nørregaard Jørgensen:
A Scoping Review of Energy Load Disaggregation. EPIA (2) 2023: 209-221
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Bo Nørregaard Jørgensen, Daniel Anthony Howard, Christian Skafte Beck Clausen, Zheng Ma:
Digital Twins: Benefits, Applications and Development Process. EPIA (2) 2023: 511-522
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Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma:
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications. IECON 2023: 1-6
2022
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Christian Skafte Beck Clausen, Zheng Grace Ma, Bo Nørregaard Jørgensen:
Can we benefit from game engines to develop digital twins for planning the deployment of photovoltaics? Energy Inform. 5 (2022)
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  - journals/eninf/FatrasMJ22
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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)
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Daniel Anthony Howard, Zheng Ma, Bo Nørregaard Jørgensen:
Application of energy informatics in Danish research projects. Energy Inform. 5 (2022)
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  - journals/eninf/JessenMWVGJ22
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Simon Hedegård Jessen, Zheng Ma, Francisco Danang Wijaya, Juan C. Vasquez, Josep M. Guerrero, Bo Nørregaard Jørgensen:
Identification of natural disaster impacted electricity load profiles with k means clustering algorithm. Energy Inform. 5 (2022)
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Zheng Ma:
The importance of systematical analysis and evaluation methods for energy business ecosystems. Energy Inform. 5: 2 (2022)
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Zheng Ma:
Survey data on university students' experience of energy control, indoor comfort, and energy flexibility in campus buildings. Energy Inform. 5 (2022)
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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)
[j16]
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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)
[j15]
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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)
[j14]
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  - journals/eninf/SorensenMJ22
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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)
[j13]
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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)
[c19]
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Daniel Anthony Howard, Zheng Ma, Bo Nørregaard Jørgensen:
A Case Study of Digital Twin for Greenhouse Horticulture Production Flow. DTPI 2022: 1-6
2021
[j12]
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Zheng Ma, Kristoffer Christensen, Bo Nørregaard Jørgensen:
Business ecosystem architecture development: a case study of Electric Vehicle home charging. Energy Inform. 4(1) (2021)
[j11]
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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)
[j10]
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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)
[j9]
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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)
[j8]
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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)
[j7]
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Zheng Ma, Anders Clausen, Yun Lin, Bo Nørregaard Jørgensen:
An overview of digitalization for the building-to-grid ecosystem. Energy Inform. 4(S2) (2021)
[j6]
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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)
[j5]
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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)
[j4]
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Nicolai Bo Vanting, Zheng Ma, Bo Nørregaard Jørgensen:
A scoping review of deep neural networks for electric load forecasting. Energy Inform. 4(S2) (2021)
[c18]
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  - conf/icit2/Qu0CJ21
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Ying Qu, Zheng Ma, Anders Clausen, Bo Nørregaard Jørgensen:
A Comprehensive Review on Evolutionary Algorithm Solving Multi-Objective Problems. ICIT 2021: 825-831
[c17]
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Daniel Anthony Howard, Zheng Ma, Bo Nørregaard Jørgensen:
Evaluation of Industrial Energy Flexibility Potential: A Scoping Review. ICIT 2021: 1074-1079
2020
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  - conf/cscloud/ZhuTLYMR20
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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: 258-263
[c15]
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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: 205-209
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Daniel Anthony Howard, Zheng Ma, Bo Nørregaard Jørgensen:
Digital Twin Framework for Energy Efficient Greenhouse Industry 4.0. ISAmI 2020: 293-297
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  - conf/isgt/Santos0ARJ20
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Athila Q. 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: 1-5
[c12]
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  - conf/rivf/Christensen0DJ20
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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: 1-7
[c11]
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Daniel Anthony Howard, Zheng Ma, Jesper Mazanti Aaslyng, Bo Nørregaard Jørgensen:
Data Architecture for Digital Twin of Commercial Greenhouse Production. RIVF 2020: 1-7
[c10]
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Kristoffer Christensen, Zheng Ma, Magnus Værbak, Yves Demazeau, Bo Nørregaard Jørgensen:
Agent-based Simulation Design for Technology Adoption. SII 2020: 873-878
[c9]
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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: 891-896
[c8]
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Zheng Ma, Magnus Værbak, Bo Nørregaard Jørgensen:
Multi-agent Simulation of Households' Behaviors Towards Hourly Electricity Price Scheme in Denmark. SII 2020: 1081-1087

2010 – 2019

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2019
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Zheng Ma:
Business ecosystem modeling- the hybrid of system modeling and ecological modeling: an application of the smart grid. Energy Inform. 2(1) (2019)
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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)
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Zheng Ma, Jonas Korsgaard, Bo Nørregaard Jørgensen:
Optimization of Greenhouse Production Process: An Investigation of Energy Efficiency Potentials. DSA 2019: 365-370
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Zheng Ma, Magnus Værbak, Rune Kvols Rasmussen, Bo Nørregaard Jørgensen:
Distributed Energy Resource Adoption for Campus Microgrid. INDIN 2019: 1065-1070
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Zheng Ma, Lewe Friedrichsen, Mie Thomsen, Bo Nørregaard Jørgensen:
Universities' Implicit Demand Response Participation. ISGT Europe 2019: 1-5
2018
[j1]
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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)
[c4]
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Zheng Ma, Bo Nørregaard Jørgensen:
Energy flexibility of the commercial greenhouse growers: The potential and benefits of participating in the electricity market. ISGT 2018: 1-5
2017
[c3]
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  - conf/smartgreens/MaFMJ17
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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: 109-115
2016
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Anders Clausen, Aisha Umair, Zheng Ma, Bo Nørregaard Jørgensen:
Demand Response Integration Through Agent-Based Coordination of Consumers in Virtual Power Plants. PRIMA 2016: 313-322
2015
[c1]
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Zheng Ma, Bo Nørregaard Jørgensen, Alla Asmussen:
Industrial consumers' acceptance to the smart grid solutions: Case studies from Denmark. ISGT Asia 2015: 1-6

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