119 citations
- University of Southern DenmarkDK22 papers
- Technical University of MunichDE2 papers
- Aalborg UniversityDK1 paper
- Bandung Institute of TechnologyID1 paper
- Beihang UniversityCN1 paper
- Bernstein Center for Computational Neuroscience GöttingenDE1 paper
- Christian-Albrechts-Universität zu KielDE1 paper
- Clausthal University of TechnologyDE1 paper
- Fraunhofer Institute for Production Technology IPTDE1 paper
- Institut Teknologi Sepuluh NopemberID1 paper
- Italian Institute of TechnologyIT1 paper
- Khalifa University of Science and TechnologyAE1 paper
12 papers · 1 filter
Nature's All-in-One: Multitasking Robots Inspired by Dung Beetles
Binggwong Leung, Stanislav Gorb, Poramate Manoonpong
Dung beetles impressively coordinate their six legs simultaneously to effectively roll large dung balls. They are also capable of rolling dung balls varying in the weight on differ…
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series
Zhipeng Ma, Marco Kemmerling, Daniel Buschmann +3
Causal inference is a fundamental research topic for discovering the cause-effect relationships in many disciplines. However, not all algorithms are equally well-suited for a given…
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
Advanced machine learning algorithms are increasingly utilized to provide data-based prediction and decision-making support in Industry 4.0. However, the prediction accuracy achiev…
A Scoping Review of Energy-Efficient Driving Behaviors and Applied State-of-the-Art AI Methods
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Ma
The transportation sector remains a major contributor to greenhouse gas emissions. The understanding of energy-efficient driving behaviors and utilization of energy-efficient drivi…
Business Models for Digitalization Enabled Energy Efficiency and Flexibility in Industry: A Survey with Nine Case Studies
Zhipeng Ma, Bo Nørregaard Jørgensen, Michelle Levesque +2
Digitalization is challenging in heavy industrial sectors, and many pi-lot projects facing difficulties to be replicated and scaled. Case studies are strong pedagogical vehicles fo…
Energy Flexibility Potential in the Brewery Sector: A Multi-agent Based Simulation of 239 Danish Breweries
Daniel Anthony Howard, Zheng Grace Ma, Jacob Alstrup Engvang +4
The beverage industry is a typical food processing industry, accounts for significant energy consumption, and has flexible demands. However, the deployment of energy flexibility in…