Zheng Grace Ma

45 papers C 1Journal 25Unranked 15
YearRankTypeTitle / Venue / Authors
2026 — ed.
Energy Informatics - First Nordic Energy Informatics Academy Conference, EIA Nordic 2025, Stockholm, Sweden, August 20-22, 2025, Proceedings, Part I
EIA Nordic (1)
Ivo Martinac, Bo Nørregaard Jørgensen, Zheng Grace Ma, Rúnar Unnþórsson, Chiara Bordin
2026 — ed.
Energy Informatics - First Nordic Energy Informatics Academy Conference, EIA Nordic 2025, Stockholm, Sweden, August 20-22, 2025, Proceedings, Part II
EIA Nordic (2)
Ivo Martinac, Bo Nørregaard Jørgensen, Zheng Grace Ma, Rúnar Unnþórsson, Chiara Bordin
2025 J jnl
A Multi-Agent, Laxity-Based Aggregation Strategy for Cost-Effective Electric Vehicle Charging and Local Transformer Overload Prevention.
CoRR
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
A Visual Diagnostics Framework for District Heating Data: Enhancing Data Quality for AI-Driven Heat Consumption Prediction.
CoRR
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
A Visualization Framework for Exploring Multi-Agent-Based Simulations Case Study of an Electric Vehicle Home Charging Ecosystem.
CoRR
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 — conf
A Visualization Framework for Exploring Multi-agent-Based Simulations: Case Study of an Electric Vehicle Home Charging Ecosystem.
EIA Nordic (1)
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
A systematic data characteristic understanding framework towards physical-sensor big data challenges.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 — conf
ADRENALIN: Energy Data Preparation and Validation for HVAC Load Disaggregation in Commercial Buildings.
EIA Nordic (2)
Balázs András Tolnai, Zheng Grace Ma, Igor Sartori, Surya Venkatesh Pandiyan, Matt Amos, Gustaf Bengtsson, Synne Krekling Lien, Harald Taxt Walnum, Akram Hameed, Jayaprakash Rajasekharan, Rafeal Gomez Garcia, Bo Nørregaard Jørgensen
2025 — conf
Advancing Non-intrusive Load Monitoring: Insights from the Winning Algorithms in the ADRENALIN 2024 Load Disaggregation Competition.
EIA Nordic (2)
Balázs András Tolnai, Rafael Sudbrack Zimmermann, Yangxinyu Xie, Ngoc Tran, Cihat Emre Çeliker, Zheng Grace Ma, Igor Sartori, Matt Amos, Gustaf Bengtsson, Synne Krekling Lien, Clayton Miller, Akram Hameed, Bo Nørregaard Jørgensen
2025 J jnl
An Automated Domain-Agnostic and Explainable Data Quality Assurance Framework for Energy Analytics and Beyond.
Inf.
Balázs András Tolnai, Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
An End-to-End Data and Machine Learning Pipeline for Energy Forecasting: A Systematic Approach Integrating MLOps and Domain Expertise.
Inf.
Xun Zhao, Zheng Grace Ma, Bo Nørregaard Jørgensen
2025 — conf
Business Model Innovation in Data Competitions: Insights from the 2024 ADRENALIN Load Disaggregation Challenge.
EIA Nordic (2)
Zheng Grace Ma, Balázs András Tolnai, Bo Nørregaard Jørgensen
2025 J jnl
DataPro - A Standardized Data Understanding and Processing Procedure: A Case Study of an Eco-Driving Project.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Discovering Operational Patterns Using Image-Based Convolutional Clustering and Composite Evaluation: A Case Study in Foundry Melting Processes.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Discovering Operational Patterns Using Image-Based Convolutional Clustering and Composite Evaluation: A Case Study in Foundry Melting Processes.
Inf.
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 — ed.
Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23-25, 2024, Proceedings, Part I
EI.A (1)
Bo Nørregaard Jørgensen, Zheng Grace Ma, Fransisco Danang Wijaya, Roni Irnawan, Sarjiya
2025 — ed.
Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23-25, 2024, Proceedings, Part II
EI.A (2)
Bo Nørregaard Jørgensen, Zheng Grace Ma, Fransisco Danang Wijaya, Roni Irnawan, Sarjiya
2025 — conf
Examining the Role of Digital Technologies and Artificial Intelligence in Climate Resilience and Energy Adaptation Within Energy-Intensive Industries.
EIA Nordic (1)
Joy Dalmacio Billanes, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Federated data spaces for digital continuity in the building lifecycle: accelerating the mission of energy informatics.
Energy Inform.
Zheng Grace Ma, Bo Nørregaard Jørgensen
2025 — conf
Globally Optimal Scheduling for Industrial Energy Cost Reduction Under Dynamic Electricity Pricing.
EIA Nordic (1)
Lu Cong, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Impact of EU Regulations on AI Adoption in Smart City Solutions: A Review of Regulatory Barriers, Technological Challenges, and Societal Benefits.
Inf.
Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Multi-Agent Multimodal Large Language Model Framework for Automated Interpretation of Fuel Efficiency Analytics in Public Transportation.
CoRR
Zhipeng Ma, Ali Rida Bahja, Andreas Burgdorf, André Pomp, Tobias Meisen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2025 J jnl
Uncovering Causal Drivers of Energy Efficiency for Industrial Process in Foundry via Time-Series Causal Inference.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
A Modifiable Architectural Design for Commercial Greenhouses Energy Economic Dispatch Testbed.
CoRR
Christian Skafte Beck Clausen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 — conf
A Review of Intelligent Technologies in District Heating Systems.
EPIA (2)
Zheng Grace Ma, Bo Nørregaard Jørgensen
2024 J jnl
A scoping review of In-the-loop paradigms in the energy sector focusing on software-in-the-loop.
Energy Inform.
Christian Skafte Beck Clausen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
A systematic data characteristic understanding framework towards physical-sensor big data challenges.
J. Big Data
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
Business Models for Digitalization Enabled Energy Efficiency and Flexibility in Industry: A Survey with Nine Case Studies.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Michelle Levesque, Mouloud Amazouz, Zheng Grace Ma
2024 — conf
Challenges in Transitioning from Co-simulation to Practical Application: A Case Study on Economic Emission Dispatch in a Greenhouse Compartment.
EI.A (1)
Christian Skafte Beck Clausen, Sebastian Lehnhoff, Jan Sören Schwarz, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 — conf
DataPro - A Standardized Data Understanding and Processing Procedure: A Case Study of an Eco-Driving Project.
EI.A (1)
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
Eco-driving Intelligent Systems and Algorithms: A Patent Review.
CoRR
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
Energy Flexibility Potential in the Brewery Sector: A Multi-agent Based Simulation of 239 Danish Breweries.
CoRR
Daniel Anthony Howard, Zheng Grace Ma, Jacob Alstrup Engvang, Morten Hagenau, Kathrine Lau Jorgensen, Jonas Fausing Olesen, Bo Nørregaard Jørgensen
2024 — conf
Harnessing E-Trucks as Mobile Microgrids: Enhancing Community Health Clinics' Resilience in Indonesia.
EI.A (2)
Lu Cong, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
Multi-Agent Based Simulation for Decentralized Electric Vehicle Charging Strategies and their Impacts.
CoRR
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
Multi-Agent Based Simulation for Investigating Centralized Charging Strategies and their Impact on Electric Vehicle Home Charging Ecosystem.
CoRR
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
Multi-Agent Based Simulation for Investigating Electric Vehicle Adoption and Its Impacts on Electricity Distribution Grids and CO2 Emissions.
CoRR
Kristoffer Christensen, Zheng Grace Ma, Bo Nørregaard Jørgensen
2024 — conf
Multi-agent Based Modeling for Investigating Excess Heat Utilization from Electrolyzer Production to District Heating Network.
EI.A (1)
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 — conf
Multi-agent Based Simulation for Decentralized Electric Vehicle Charging Strategies and Their Impacts.
EPIA (2)
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 — conf
Multi-agent Based Simulation for Investigating Centralized Charging Strategies and Their Impact on Electric Vehicle Home Charging Ecosystem.
EI.A (1)
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 J jnl
Multi-agent based modeling for investigating excess heat utilization from electrolyzer production to district heating network.
CoRR
Kristoffer Christensen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 — conf
Process-to-Market: A Web-Based Evaluation Tool for Electricity Market Participation.
EI.A (1)
Henrik Schwarz, Hampus Fink Gärdström, Nicolas Fatras, Frederik Wagner Madsen, Bo Nørregaard Jørgensen, Zheng Grace Ma
2024 — conf
Symbiosis: A Web-Based Decision Support Tool for Achieving Symbiosis in Industrial Parks.
EI.A (1)
Hampus Fink Gärdström, Henrik Schwarz, Bo Nørregaard Jørgensen, Zheng Grace Ma
2023 C conf
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications.
IECON
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
2022 J jnl
Can we benefit from game engines to develop digital twins for planning the deployment of photovoltaics?
Energy Inform.
Christian Skafte Beck Clausen, Zheng Grace Ma, Bo Nørregaard Jørgensen