SDU Center for Energy Informatics

Research output

Research output per year 2006 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 318 Article in proceedings
• 229 Journal article
• 22 Ph.D. thesis
• 16 Paper
• 83 More
  • 16 Conference article
  • 12 Conference abstract in proceedings
  • 11 Report
  • 11 Editorial
  • 8 Conference abstract in journal
  • 7 Book chapter
  • 5 Poster
  • 4 Patent
  • 3 Conference abstract for conference
  • 2 Preface/postscript
  • 1 Anthology
  • 1 Monograph
  • 1 Report chapter
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2025

  A Cost-Effective Edge Computing Gateway for Smart Buildings

  Madsen, S. S., Staugaard, B. E., Ma, Z. G., Yussof, S. & Jørgensen, B. N., 2025, Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Proceedings. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (eds.). Springer, p. 37–54

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  File

  • Gateway 100%
  • Intelligent Buildings 100%
  • Building Management System 100%
  • Retro-Fitting 100%
  • Edge Computing 100%
  6 Downloads (Pure)

• A Review of Intelligent Technologies in District Heating Systems

  Ma, Z. G. & Jørgensen, B. N., 2025, Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part II. Santos, M. F., Machado, J., Novais, P., Cortez, P. & Moreira, P. M. (eds.). Springer, p. 123–134 (Lecture Notes in Computer Science, Vol. 14968).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • District Heating System 100%
  • Heating Load 100%
  • Energy Engineering 25%
  • Limitations 25%
  • Hybrid Model 25%

• Challenges in Transitioning from Co-Simulation to Practical Application: A Case Study on Economic Emission Dispatch in a Greenhouse Compartment

  Clausen, C. S. B., Lehnhoff, S., Schwarz, J. S., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Proceedings. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (eds.). Springer, p. 173-192

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Case Study 100%
  • Control System 100%
  • Physical Control 33%
  • Open Source 33%
  • Production Unit 33%
  45 Downloads (Pure)

• Data-Driven Digital Twin Based Energy Flexibility Investigation for Commercial Greenhouse Production Process

  Howard, D. A., Værbak, M., Ma, Z. M., Jørgensen, B. N. & Ma, Z. G., 2025, Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part I. Springer Nature, p. 193-205 (Lecture Notes in Computer Science, Vol. 14967).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Energy Usage 100%
  • Energy Flexibility 100%
  • Illustrates 33%
  • Applicability 33%
  • Energy Management 33%

• Data-Driven Digital Twin for Foundry Production Process: Facilitating Best Practice Operations Investigation and Impact Analysis

  Howard, D. A., Værbak, M., Ma, Z., Jørgensen, B. N. & Ma, Z., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (eds.). Springer Science+Business Media, p. 259-273 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15271 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  File

  • Energy Efficiency 100%
  • Energy Conservation 100%
  • Systems Dynamics 100%
  • Melting Temperature 100%
  • Environmental Concern 100%
  3 Downloads (Pure)

• Data-Driven Reliability Analysis of District Heating Systems for Asset Management Applications: A Review

  Rafati, A., Tahavori, M. & Shaker, H. R., Jan 2025, In: Sustainable Cities and Society. 118, 12 p., 106052.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Reliability Analysis 100%
  • District Heating System 100%
  • Asset Management 100%
  • Energy Efficiency 16%
  • Energy Conservation 16%
  2 Downloads (Pure)

• Energy Data Collection Protocol: A Case Study on the ADRENALIN Project

  Tolnai, B. A., Ma, Z. G. & Jørgensen, B. N., 2025, Energy Informatics. EI.A 2024. Springer

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Case Study 100%
  • Benchmarking 50%
  • Machine Learning Algorithm 50%
  • Low Data Quality 50%
  • Smart Control 50%
  4 Downloads (Pure)

• Fuel Efficiency Analysis of the Public Transportation System Based on the Gaussian Mixture Model Clustering

  Ma, Z., Jørgensen, B. N. & Ma, Z. G., 2025, Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part II. Santos, M. F., Machado, J., Novais, P., Cortez, P. & Moreira, P. M. (eds.). Springer, p. 209–219 (Lecture Notes in Computer Science, Vol. 14968).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Public Transportation 100%
  • Gaussian Mixture Model 100%
  • Fuel Efficiency 100%
  • Gas Emission 100%
  • Greenhouse Gas 100%

• Harnessing E-Trucks as Mobile Microgrids: Enhancing Community Health Clinics' Resilience in Indonesia

  Cong, L., Jørgensen, B. N. & Ma, Z. G., 2025, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 336-354

  Research output: Contribution to journal › Conference article › Research › peer-review

  • Case Study 100%
  • Emergency Situation 100%
  • Healthcare Service 100%
  • Effective Solution 100%
  • Continuous Operation 100%
  5 Downloads (Pure)

• Leveraging Digital Twins for Sustainable District Heating: A Study on Waste Heat from Power-to-X Plants

  Værbak, M., Jørgensen, B. N. & Ma, Z., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (eds.). Springer Science+Business Media, p. 210-227 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15271 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Energy Efficiency 100%
  • Energy Conservation 100%
  • District Heating 100%
  • Heat Integration 100%
  • Natural Gas 50%

• Leveraging Internet of Things Network Metadata for Cost-Effective Automatic Smart Building Visualization

  Staugaard, B. E., Madsen, S. S., Ma, Z. G., Yussof, S. & Jørgensen, B. N., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Springer, p. 55-70 (Lecture Notes in Computer Science, Vol. 15271).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  File

  • Intelligent Buildings 100%
  • Building Management System 100%
  • Internet-Of-Things 100%
  • Monitoring Quality 100%
  • Particle Simulation 100%
  3 Downloads (Pure)

• Multi-agent based modeling for investigating excess heat utilization from electrolyzer production to district heating network

  Christensen, K., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Proceedings. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (eds.). Springer, p. 365-378

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • District Heating 100%
  • Agent-Based Modeling 100%
  • Excess Heat 100%
  • Electrolyzer 100%
  • Hydrogen Production 100%
  21 Downloads (Pure)

• Multi-Agent Based Simulation for Decentralized Electric Vehicle Charging Strategies and their Impacts

  Christensen, K., Jørgensen, B. N. & Ma, Z. G., 2025, Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part II. Santos, M. F., Machado, J., Novais, P., Cortez, P. & Moreira, P. M. (eds.). Springer, p. 220-232 (Lecture Notes in Computer Science, Vol. 14968).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Energy Engineering 100%
  • Electric Vehicle 100%
  • multi agent 100%
  • Radial Distribution 100%
  • Carbon Neutrality 100%
  9 Downloads (Pure)

• Multi-Agent Based Simulation for Investigating Centralized Charging Strategies and their Impact on Electric Vehicle Home Charging Ecosystem

  Christensen, K., Jørgensen, B. N. & Ma, Z. G., 2025, 4th Energy Informatics Academy Conference 2024. Springer

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • multi agent 100%
  • Electric Vehicle 100%
  • Case Study 50%
  • User Satisfaction 50%
  • Decentralized Approach 50%
  4 Downloads (Pure)

• Preface

  Jørgensen, B. N., Wijaya, F. D., Sarjiya, S., Ma, Z. G. & Irnawan, R., 2025, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 15271 LNCS, p. v-vii

  Research output: Contribution to journal › Editorial › peer-review

• Process-to-Market: A Web-Based Evaluation Tool for Electricity Market Participation

  Schwarz, H., Gärdström, H. F., Fatras, N., Madsen, F. W., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (eds.). Springer Science+Business Media, p. 71-88 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15271 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Electricity Consumer 100%
  • Case Study 100%
  • Demand Side 50%
  • Mapping Matrix 50%

• Process-to-Market: A Web-based Evaluation Tool for Electricity Market Participation

  Schwarz, H., Gärdström, H. F., Fatras, N., Madsen, F. W., Jørgensen, B. N. & Ma, Z. G., 2025, p. 71-88. 19 p.

  Research output: Contribution to conference without publisher/journal › Paper › Research › peer-review

  Open Access

  File

  • Electricity Consumer 100%
  • Case Study 100%
  • Demand Side 50%
  • Mapping Matrix 50%
  22 Downloads (Pure)

• Symbiosis: A Web-Based Decision Support Tool for Achieving Symbiosis in Industrial Parks

  Gärdström, H. F., Schwarz, H., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (eds.). Springer Science+Business Media, p. 21-36 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15271 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Energy Balance 100%
  • Energy Flow 60%
  • Limitations 40%
  • Energy Efficiency 20%
  • Energy Conservation 20%
  23 Downloads (Pure)
• 2024

  Adaptive Agents in 1v1 Snake Game with Dynamic Environment

  Gärdström, H. F., Schwarz, H. & Scirea, M., 2024, 2024 IEEE Conference on Games (CoG). IEEE Press, 4 p. (Proceedings - IEEE Conference on Games).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Dynamic Environment 100%
  • Adaptive Agent 100%
  • Learning Environment 100%
  • Complex Environment 50%
  • Intelligent Agent 50%
  4 Downloads (Pure)

• A Data-driven and Ontology-based Energy Modeling Framework for Building Digital Twins

  Bjørnskov, J., 4. Nov 2024, Syddansk Universitet. Det Tekniske Fakultet. 203 p.

  Research output: Thesis › Ph.D. thesis

  • Control System 100%
  • System Component 100%
  • Black-Box Model 100%
  • Box Model 100%
  • Energy Modeling 100%

• A Digital Twin Framework for Simulating Distributed Energy Resources in Distribution Grids

  Værbak, M., Billanes, J. D., Jørgensen, B. N. & Ma, Z. G., 23. May 2024, In: Energies. 17, 11, 36 p., 2503.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Distributed Energy Resource 100%
  • Distribution Grid 100%
  • Digital Twin 100%
  • Electric Vehicle 40%
  • Electric Power Distribution 40%
  33 Downloads (Pure)

• A Modifiable Architectural Design for Commercial Greenhouses Energy Economic Dispatch Testbed

  Clausen, C. S. B., Jørgensen, B. N. & Ma, Z. G., 2024, Energy Informatics: Third Energy Informatics Academy Conference, EI.A 2023, Campinas, Brazil, December 6–8, 2023, Proceedings, Part I. Jørgensen, B. N., da Silva, L. C. P. & Ma, Z. (eds.). Springer, p. 234–252 (Lecture Notes in Computer Science, Vol. 14467).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Multi-Objective Optimization 100%
  • Testbed 100%
  • Architectural Design 100%
  • Energy Engineering 100%
  • Economic Dispatch 100%
  8 Downloads (Pure)

• An agent-based simulation framework for industrial consumers’ participation in electricity markets

  Fatras, N., 21. Mar 2024, Syddansk Universitet. Det Tekniske Fakultet. 441 p.

  Research output: Thesis › Ph.D. thesis

  Open Access

  File

  • Multi-Criteria Decision-Making 100%
  • Consumer Involvement 100%
  • Electricity Market 100%
  • Decision Making 100%
  • Market Price 66%
  139 Downloads (Pure)

• A Novel RMPC Strategy for Three-Phase Inverters Operating in Grid-Connected and Standalone Modes

  Mirshekali, H., Dashti, R., Ghaffari, V., Shaker, H. R., Mardani, M. M., Mijatovic, N. & Dragicevic, T., Sept 2024, In: Electric Power Systems Research. 234, 11 p., 110763.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Control Strategy 100%
  • Predictive Control Model 100%
  • Three-Phase Inverter 100%
  • Operating Mode 60%
  • Optimisation Problem 20%
  3 Downloads (Pure)

• A practical approach for measuring the energy-saving potential of building operation.

  Cubides, A. S. C. & Jradi, M., 2024, (Accepted/In press) 6th Euro-Mediterranean Conference for Environmental Integration (EMCEI-2024).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Energy Conservation 100%
  • Energy Engineering 50%
  • Energy Management 33%
  • Case Scenario 16%
  • Power Generation 16%

• A Proposed Methodology Towards Adaptable and Effective Building Digital Twins: Energy Models and Data Requirements, DanRETwin Project Report, October 2024.

  Jradi, M. & Bjørnskov, J., Oct 2024, 27 p.

  Research output: Book/report › Report › Research

  Open Access

  File

  • Retrofit 100%
  • Joints (Structural Components) 50%
  • Energy Technology 50%
  • Energy Modeling 50%
  • Case Study Building 50%
  17 Downloads (Pure)

• A Renewable Multigeneration Energy System for a Public School in Denmark

  Maahn Skyggebjerg Thomsen, A., Jalal El-Ahmad, A., Ibrahim Al-Badri, A. & Jradi, M., 2024, Proceedings of the 20th International Conference on Sustainable Energy Technologies.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• A review of building digital twins to improve energy efficiency in the building operational stage

  Cespedes-Cubides, A. S. & Jradi, M., Feb 2024, In: Energy Informatics. 7, 1, 31 p., 11.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Energy Efficiency 100%
  • Energy Conservation 100%
  • Operation and Maintenance 50%
  • Building Information Modeling 50%
  • Limitations 25%
  26 Downloads (Pure)

• A Review of Privacy Concerns in Energy-Efficient Smart Buildings: Risks, Rights, and Regulations

  Bakar, A. A., Yussof, S., Ghapar, A. A., Sameon, S. S. & Jørgensen, B. N., Mar 2024, In: Energies. 17, 5, 17 p., 977.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Privacy Concern 100%
  • Energy Efficient 100%
  • Energy Engineering 100%
  • Intelligent Buildings 100%
  • Legislation 100%
  20 Downloads (Pure)

• A Scoping Review of Energy-Efficient Driving Behaviors and Applied State-of-the-Art AI Methods

  Ma, Z., Jørgensen, B. N. & Ma, Z. G., 19. Jan 2024, In: Energies. 17, 2, 19 p., 500.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Energy Efficient 100%
  • Driving Behavior 100%
  • Artificial Intelligence 100%
  • Energy Engineering 100%
  • Gas Emission 100%
  30 Downloads (Pure)

• A scoping review of In-the-loop paradigms in the energy sector focusing on software-in-the-loop

  Clausen, C. S. B., Jørgensen, B. N. & Ma, Z. G., 27. Feb 2024, (E-pub ahead of print) In: Energy Informatics. 7, 12, 40 p., 12.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Computer Hardware 100%
  • Energy Engineering 100%
  • Application Domain 50%
  • Interoperability 50%
  • Control Strategy 50%
  37 Downloads (Pure)

• A systematic data characteristic understanding framework towards physical-sensor big data challenges

  Ma, Z., Jørgensen, B. N. & Ma, Z. G., 2024, In: Journal of Big Data. 11, 1, 37 p., 84.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Data Characteristic 100%
  • Physical Sensor 100%
  • Big Data 100%
  • Sensor Data 66%
  • Data Analytics 25%
  5 Downloads (Pure)

• Automated Model Generation and Parameter Estimation of Building Energy Models Using an Ontology-Based Framework

  Bjørnskov, J., Jradi, M. & Wetter, M., 2024, (Submitted) In: Energy and Buildings.

  Research output: Contribution to journal › Journal article › Research › peer-review

• Comments on the Effects of Variables’ Magnitude of Process Changes and Standard Deviations in "Adaptive Multivariate Statistical Process Control for Monitoring Time-Varying Processes"

  Søndergaard, H. A. N., Shaker, H. R. & Jørgensen, B. N., 21. Feb 2024, In: Industrial & Engineering Chemistry Research. 63, 7, p. 3349-3352

  Research output: Contribution to journal › Journal article › Research

  • Statistical Process Control 100%
  • Change Process 100%
  • Time Monitoring 100%
  • Process Control 100%
  • Measure of Dispersion 100%

• Composite Nonlinear Feedback Control of a DC-DC Boost Converter under Input Voltage and Load Variation

  Vazani, A., Mirshekali, H., Mijatovic, N., Ghaffari, V., Dashti, R., Shaker, H. R., Mardani, M. M. & Dragičević, T., 1. Jan 2024, In: International Journal of Electrical Power & Energy Systems. 155, Pt. B, 13 p., 109562.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Input Voltage 100%
  • Boost Converter 100%
  • Load Variation 100%
  • Feedback Control 100%
  • Damping Ratio ζ 33%
  70 Downloads (Pure)

• Contextual Operational Energy Performance Indexing of District Heating Consumers

  Søndergaard, H. A. N., Shaker, H. R. & Jørgensen, B. N., 1. Sept 2024, In: Energy. 302, 12 p., 131766.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • District Heating 100%
  • Energy Performance 100%
  • Operational Energy 100%
  • Performance Index 100%
  • Energy Conservation 100%
  2 Downloads (Pure)

• Data-driven digital twining of ventilation systems for performance optimization: A university building case study

  Cubides, A. S. C., Jradi, M. & Bjørnskov, J., 16. May 2024, (Accepted/In press) Building Simulation Applications (BSA) Proceedings.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Ventilation System 100%
  • College Buildings 100%
  • Energy Engineering 25%
  • Component Model 25%
  • System Efficiency 25%

• Data-Driven Proactive Maintenance and Asset Management for Energy Distribution Networks

  Mortensen, L. K., 4. Nov 2024, Syddansk Universitet. Det Tekniske Fakultet. 226 p.

  Research output: Thesis › Ph.D. thesis

  • Energy Distribution 100%
  • Electric Power Distribution 100%
  • Asset Management 100%
  • Engineering 40%
  • Distribution System 40%
  8 Downloads (Pure)

• Data-Driven Reliability Prediction for District Heating Networks

  Mortensen, L. K. & Shaker, H. R., 2. Jul 2024, In: Smart Cities. 7, 4, p. 1706-1722

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • District Heating 100%
  • Asset Management 100%
  • Learning System 100%
  • Failure Model 33%
  • District Heating Pipe 33%
  14 Downloads (Pure)

• DataPro – A Standardized Data Understanding and Processing Procedure: A Case Study of an Eco-driving Project

  Ma, Z., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (eds.). Springer, p. 136–154 (Lecture Notes in Computer Science, Vol. 15271).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Case Study 100%
  • Data Understanding 100%
  • Data Processing 100%
  • Data Science 100%
  • Implementation Phase 100%

• Designing Digitally Enabled Proactive Maintenance Systems in Power Distribution Grids: A Scoping Literature Review

  Mortensen, L. K., Sundsgaard, K., Shaker, H. R., Hansen, J. Z. & Yang, G., Dec 2024, In: Energy Reports. 12, 21 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Distribution Grid 100%
  • Power Distribution 100%
  • Distribution System Operator 100%
  • Condition Monitoring 100%
  • Decision-Making 100%
  20 Downloads (Pure)

• Digital Twin-Based Fault Detection and Prioritisation in District Heating Systems: A Case Study in Denmark

  Madsen, F. W., Bank, T., Søndergaard, H. A. N., Mortensen, L. K. & Shaker, H. R., 2024, Energy Informatics : Third Energy Informatics Academy Conference, EI.A 2023, Campinas, Brazil, December 6–8, 2023, Proceedings, Part II. Nørregaard, B., Pereira da Silva, L. C. & Ma, Z. (eds.). Springer, Vol. 2. p. 277–291 (Lecture Notes in Computer Science, Vol. 14468).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • District Heating System 100%
  • Fault Detection and Diagnosis 40%
  • Energy Dissipation 20%
  • Sensor Data 20%
  • Chernoff Bound 20%

• Enabling Alarm-Based Fault Prediction for Smart Meters in District Heating Systems: A Danish Case Study

  Søndergaard, H. A. N., Shaker, H. R. & Jørgensen, B. N., 14. May 2024, In: Smart Cities. 7, 3, p. 1126-1148

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Quality Data 100%
  • District Heating 100%
  • District Heating System 100%
  • Smart Meters 100%
  • Learning System 100%
  47 Downloads (Pure)

• Enhanced Fault Detection in Energy Systems Using Individual Contextual Forgetting Factors in Recursive Principal Component Analysis

  Søndergaard, H. A. N., Shaker, H. R. & Jørgensen, B. N., 1. Dec 2024, In: Energy and Buildings. 324, 19 p., 114851.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  • Energy Systems 100%
  • Recursive 100%
  • Principal Components 100%
  • Component Analysis 100%
  • Principal Component Analysis 100%

• Final Project Report: Proactive and Predictive Maintenance of District Heating Systems

  Shaker, H. R., Mortensen, L. K. & Søndergaard, H. A. N., 2024

  Research output: Book/report › Report › Communication

  Open Access

  File

  • Predictive Maintenance 100%
  • District Heating System 100%
  • Heating System 100%
  • Data Validation 50%
  9 Downloads (Pure)

• Final Project Report: Smart Fault Prediction and Location for Distribution Grids

  Mortensen, L. K., Santos, A. Q., Bayati, N., Shaker, H. R. & Handrup, K., 2024

  Research output: Book/report › Report › Communication

  File
  37 Downloads (Pure)

• Hierarchical Operation Management System for Mobile Ad-hoc Microgrids in Emergency Events

  Guan, Y., Kang, W., Vasquez, J. C., Danang Wijaya, F., Arumdati, N., Priyo Perdana, A., Ma, Z. G. & Guerrero, J. M., May 2024, 2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia). IEEE, p. 2752-2755

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Emergency Event 100%
  • Feasible Solution 50%

• Implementation and demonstration of a Digital Twin platform leveraging ontologies and data-driven simulation models

  Bjørnskov, J., Badhwar, A., Singh, D., Sehgal, M., Åkesson, R. & Jradi, M., 2024, (Submitted) In: Journal of Building Performance Simulation.

  Research output: Contribution to journal › Journal article › Research › peer-review

• Improving Resilience and Sustainability: A Review of Ad-Hoc Microgrids' Operations' Strategies and Methods

  Billanes, J. D., Jorgensen, B. N. & Ma, Z. G., 2024, 2024 International Conference on Renewable Energies and Smart Technologies (REST). IEEE, 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Environmental Impact Assessment 100%
  • Greenhouse Gas Emission 100%
  • Urban Transportation 100%
  • Transportation Network 100%
  • Extreme Event 100%
  32 Downloads (Pure)

• Large-scale field demonstration of an interoperable and ontology-based energy modeling framework for building digital twins

  Bjørnskov, J., Maahn Skyggebjerg Thomsen, A. & Jradi, M., 2024, (Submitted) In: Applied Energy.

  Research output: Contribution to journal › Journal article › Research › peer-review