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Research Output 2007 2019

2019

Agile development process and user-centric data driven design for an integrated energy system

Babar, M., Roos, M. & Nguyen, P., 1 Aug 2019, 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe). Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8783448

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Data-driven
Congestion
Development Process
Energy Management
Intelligent agents

A hybrid robust-stochastic approach for the day-ahead scheduling of an EV aggregator

Minniti, S., Haque, A. N. M. M., Paterakis, N. G. & Nguyen, P. H., 1 Jun 2019, 2019 IEEE Milan PowerTech, PowerTech 2019. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8810412

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Electric vehicles
Scheduling
Stochastic programming
Energy resources
Costs

Behavior of control mode switching inverters during transients in sectionalizing distribution networks

Roos, M. H., Nguyen, P. H., Morren, J. & Slootweg, J. G., 3 Jan 2019, 2018 International Conference on Power System Technology, POWERCON 2018 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 537-544 8 p. 8602033

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Distribution Network
Electric power distribution
Fault
Energy resources
Transient Behavior

Collaborative learning for classification and prediction of building energy flexibility

Kumar, A., Mocanu, E., Babar, M. & Nguyen, P., 2019, (Accepted/In press) IEEE PES Innovative Smart Grid Technologies Europe. IEEE Press, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

File
Decision trees
Support vector machines
Energy utilization
Neural networks
Long short-term memory

Consensus algorithm for fair power curtailment of PV systems in LV networks

Haque, A. N. M. M., Xiong, M. & Nguyen, P. H., 15 May 2019, 2019 IEEE PES GTD Grand International Conference and Exposition Asia, GTD Asia 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 813-818 6 p. 8715912

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Electric potential
Distributed power generation
Controllers
Communication

Consensus-based distributed control for overvoltage mitigation in LV microgrids

Mai, T. T., Haque, A. N. M. M. & Nguyen, P. H., 1 Jun 2019, 2019 IEEE Milan PowerTech, PowerTech 2019. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8810508

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Level control
Electric power distribution
MATLAB
Communication
Electric potential

Coordinated active and reactive power control for overvoltage mitigation in physical LV microgrids

Mai, T., Haque, N., Vo, T. H. & Nguyen, P., 10 Jan 2019, In : Journal of Engineering. 2019, 18, p. 5007-5011 5 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Reactive power
Power control
Multiobjective optimization
Electric power distribution
Communication

Effects of uncertainty characterization of energy demand of a neighborhood on stochastic day-ahead scheduling

Shafiullah, D. S., Haque, A. N. M. M. & Nguyen, P. H., 1 Jun 2019, Proceedings - 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8783801

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Scheduling
Uncertainty
Energy
Output
Uncertain Parameters

Evaluating flexibility values for congestion management in distribution networks within Dutch pilots

Fonteijn, R., van Amstel, M., Nguyen, P., Morren, J., Bonnema, G. M. & Slootweg, H., 1 Jul 2019, In : Journal of Engineering. 2019, 18, p. 5158 – 5162

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Electric power distribution
Reinforcement
Electricity
Heating

Feasibility and performance assessment of commercial PV inverters operating with droop control for providing voltage supports services

Vergara Barrios, P., Mai, T., Burstein, A. & Nguyen, P., 2019, (Accepted/In press) 2019 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) Europe. IEEE Press, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Electric potential
Reactive power
Voltage control
Hardware

Flexibility for congestion management: an operational decision-making process

Fonteijn, R., Bernards, R., Nguyen, P., Morren, J. & Slootweg, H., 2019, 25th International Conference on Electricity Distribution. CIRED, 5 p. 539

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Decision making
Costs
3 Citations (Scopus)

Integrating direct and indirect load control for congestion management in LV networks

Haque, A. N. M. M., Nijhuis, M., Ye, G., Nguyen, H. P., Bliek, F. W. & Slootweg, J. G., 1 Jan 2019, In : IEEE Transactions on Smart Grid. 10, 1, p. 741-751 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Electric potential
Electric power distribution
Artificial intelligence

Machine learning for agile and self-adaptive congestion management in active distribution networks

Babar, M., Roos, M. & Nguyen, P., 1 Aug 2019, 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe). Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8783624

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Distribution Network
Electric power distribution
Congestion
Learning systems
Machine Learning

Modeling of distributed energy resources for simulating fault-initiated islanding of microgrids

Roos, M. H., Nguyen, P. H., Morren, J. & Slootweg, J. G., 26 Aug 2019, 2019 IEEE Milan PowerTech, PowerTech 2019. Piscataway: Institute of Electrical and Electronics Engineers, 8810664

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Energy resources
Phase locked loops
Dynamic loads
Electric power distribution
Bandwidth
6 Citations (Scopus)

On-line building energy optimization using deep reinforcement learning

Mocanu, E., Mocanu, D. C., Nguyen, P. H., Liotta, A., Webber, M. E., Gibescu, M. & Slootweg, J. G., Jul 2019, In : IEEE Transactions on Smart Grid. 10, 4, p. 3798-3708

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Reinforcement learning
Advanced metering infrastructures
Energy management systems
Electric vehicles
Power generation

On the application of Home Energy Management Systems for power grid support

Nizami, M. S. H., Haque, A. N. M. M., Nguyen, P. H. & Hossain, M. J., 1 Dec 2019, In : Energy. 188, 116104

Research output: Contribution to journalArticleAcademicpeer-review

Energy management systems
Electric potential
Domestic appliances
Energy management
Electric power distribution

Short-term load forecasting on MV/LV transformer level

Fonteijn, R., Castelijns, T., Grond, M., Nguyen, P., Morren, J. & Slootweg, H., 2019, The 25th international conference and exhibition on electricity distribution. CIRED, 5 p. 559

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Energy resources
Electric power distribution
Mathematical operators
Electric potential
2018
1 Citation (Scopus)

A heuristic search approach for sizing battery storage of a neighbourhood including nearly Zero Energy Buildings (nZEB)

Shafiullah, D. S., Vo, T. H. & Nguyen, P. H., 10 Dec 2018, Proceedings - 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2018. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8571488

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Heuristic Search
Battery
Zero
Energy
Linear programming
5 Citations (Scopus)

A market-based framework for demand side flexibility scheduling and dispatching

Torbaghan, S. S., Blaauwbroek, N., Kuiken, D., Gibescu, M., Hajighasemi, M., Nguyen, P., Smit, G. J. M., Roggenkamp, M. & Hurink, J., 1 Jun 2018, In : Sustainable Energy, Grids and Networks. 14, p. 47-61 15 p.

Research output: Contribution to journalReview articleAcademicpeer-review

Scheduling
Renewable energy resources
Energy management
Network management
Uncertainty

Amsterdam ArenA stadium: real-time smart battery energy storage system coordination for voltage support

Vo, T. & Nguyen, P., 21 Dec 2018, 2018 IEEE Power and Energy Society General Meeting, PESGM 2018. Piscataway: Institute of Electrical and Electronics Engineers, 5 p. 8586537

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Stadiums
Energy storage
Electric potential
Electric loads
Power quality
1 Citation (Scopus)

Analyzing an agile solution for intelligent distribution grid development: a smart grid architecture method

Babar, M. & Nguyen, P. H., 18 Sep 2018, International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018. Hao, Q. & Sharma, A. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 605-610 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Network management
Multi agent systems
Industry
Power markets
2 Citations (Scopus)

Data-driven risk analysis for probabilistic three-phase grid-supportive demand side management

Blaauwbroek, N., Nguyen, P. & Slootweg, H., 1 Oct 2018, In : Energies. 11, 10, 18 p., 2514

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Risk Analysis
Risk analysis
Data-driven
Grid
Horizon

Deep reinforcement learning for scheduling

Mocanu, E., Nguyen, H. P. & Gibescu, M., 2018, (Accepted/In press) Proceedings of 2018 IEEE Power and Energy Society General Meeting (PESGM), 5-10 August 2018, Portland, Oregon. Piscataway: Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Development of grid-flexibility services from aggregators a clustering algorithm for deploying flexible DERs

Minniti, S., Nguyen, P. H., Vo, T. & Haque, A. N. M. M., 16 Oct 2018, Proceedings - 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2018. Piscataway: Institute of Electrical and Electronics Engineers, 7 p. 8493910

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Energy resources
Clustering algorithms
Electric vehicles
Electric power distribution
Electricity

Development of ICT Infrastructure for Physical LV Microgrids

Mai, T. T., Haque, A. N. M. M., Vo, T., Nguyen, P. H. & Pham, M. C., 16 Oct 2018, Proceedings - 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2018. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8493788

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Electric power distribution
Communication
Electric potential
Interoperability
Communication systems
1 Citation (Scopus)

Distribution network monitoring: Interaction between EU legal conditions and state estimation accuracy

Blaauwbroek, N., Kuiken, D., Nguyen, P., Vedder, H., Roggenkamp, M. & Slootweg, H., 1 Apr 2018, In : Energy Policy. 115, p. 78-87 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
State estimation
Electric power distribution
Monitoring
monitoring
energy resource

Dynamic clustering for imbalance management through local supply and demand balancing

Haque, A. N. M. M., Hilal Tawab, T. & Nguyen, H. P., 2018, 2018 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia). IEEE Computer Society, p. 459-464

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Wind power
Costs
Electric potential
Uncertainty
7 Citations (Scopus)

Enabling cooperative behavior for building demand response based on extended joint action learning

Hurtado Munoz, L. A., Mocanu, E., Nguyen, H. P., Gibescu, M. & Kamphuis, I. G., 1 Jan 2018, In : IEEE Transactions on Industrial Informatics. 14, 1, p. 127-136

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Reinforcement learning
Decision making
Uncertainty

Energy flexibility from prosumers and BESS coordination to support distribution network operation

Vo, T. & Nguyen, P., 18 Sep 2018, International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018. Hao, Q. & Sharma, A. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 1032-1037 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Electric power distribution
Energy storage
Stadiums
Electric vehicles
Electric potential
3 Citations (Scopus)

Energy flexometer: transactive energy-based internet of things technology

Babar, M., Grela, J., Zadowicz, A. O., Nguyen, P. H., Hanzelka, Z. & Kamphuis, I. G., 25 Feb 2018, In : Energies. 11, 3, 20 p., 568

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Internet of Things
Energy management systems
Energy management
Energy resources
Energy

Evaluating flexibility values for congestion management in distribution networks within Dutch pilots

Fonteijn, R., van Amstel, M. S., Nguyen, H. P., Morren, J., Bonnema, G. M. & Slootweg, J. G., 2018, The 7th International Conference on Renewable Power Generation. 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Electric power distribution
Reinforcement
Electricity
Heating

Flexibility for congestion management: a demonstration of a multi-mechanism approach

Fonteijn, R., van Cuijk, T., Nguyen, H. P., Morren, J. & Slootweg, J. G., 13 Dec 2018, 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) . Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8571896

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Demonstrations
Electric potential
Experiments

Flexibility in active distribution network management : a new horizon in monitoring and control for grid supportive demand side management

Blaauwbroek, N., 5 Nov 2018, Eindhoven: Technische Universiteit Eindhoven. 125 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File

Increasing distributed renewable energy sources in LV networks using ICT

Viyathukattuva Mohamed Ali, M. M., 4 Apr 2018, Eindhoven: Technische Universiteit Eindhoven. 183 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
2 Citations (Scopus)

Local markets for flexibility trading: key stages and enablers

Minniti, S., Haque, A. N. M. M., Nguyen, P. H. & Pemen, A. J. M., 8 Nov 2018, In : Energies. 11, 11, 21 p., 3074

Research output: Contribution to journalReview articleAcademicpeer-review

Open Access
File
Energy resources
Flexibility
Distribution System
Energy
Resources
Energy storage
Economics
Electric power distribution
Electric potential
Pumps

Review of multi-BRP, aggregator settlement models at large-scale connections in the European electricity system

Bierling, P., Fonteijn, R. & Nguyen, P., 2018, 2018 53rd International Universities Power Engineering Conference (UPEC). Piscataway: Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Electricity
Large scale systems
Availability
Heating
Economics
12 Citations (Scopus)

Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science

Mocanu, D. C., Mocanu, E., Stone, P., Nguyen, H. P., Gibescu, M. & Liotta, A., 19 Jun 2018, In : Nature Communications. 9, 1, 12 p., 2383

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
education
Learning
Neural networks
Neural Networks (Computer)
Artificial Intelligence
1 Citation (Scopus)

Sectionalizing distribution networks concept and system framework

Roos, M. H., Nguyen, P. H., Morren, J. & Slootweg, J. G., 17 Oct 2018, 2018 International Conference on Smart Energy Systems and Technologies, SEST 2018 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8495731

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Distribution Network
Electric power distribution
Electric switchgear
Microgrid
Fault
1 Citation (Scopus)

Smart real-time multi-node congestion management in active distribution networks

Haque, A. N. M. M., Vo, T. H., Nguyen, P. H., Slootweg, J. G. & Bliek, F. W., 29 Jan 2018, 2017 IEEE Power and Energy Society General Meeting, PESGM 2017. Brussels: IEEE Computer Society, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Energy resources
Electric power distribution
Reinforcement
Electric potential
3 Citations (Scopus)

The evaluation of agile demand response : an applied methodology

Babar, M., Nguyen, H. P., Cuk, V., Kamphuis, I. G., Bongaerts, M. & Hanzelka, Z., 1 Nov 2018, In : IEEE Transactions on Smart Grid. 9, 6, p. 6118 - 6127 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Electric power distribution
Elasticity
Profitability
Planning
Costs
1 Citation (Scopus)

The Strijp-S living-lab: testing innovative solutions for fault protection, self-healing, congestion management, and voltage control

Fonteijn, R., Roos, M., Nguyen, P., Morren, J. & Slootweg, H., 2018, 2018 53rd International Universities Power Engineering Conference (UPEC) . Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8542117

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Energy resources
Voltage control
Testing
Electric potential
Costs

The Strijp-S living lab for embedded microgrid studies

Roos, M. H., Fonteijn, R., Nguyen, H. P., Morren, J. & Slootweg, J. G., Jun 2018, Proceedings of the 2018 CIRED Workshop on Microgrids and Local Energy Communities. 5 p. 0238

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
2 Citations (Scopus)

Three-phase grid supportive demand side management with appliance flexibility modelling

Blaauwbroek, N., Bosch, R., Nguyen, P. & Slootweg, H., 16 Oct 2018, Proceedings - 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2018. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8494586

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Electric power distribution
Scheduling
Demand side management
Monitoring
Electric potential
6 Citations (Scopus)

Three-phase state estimation in the medium-voltage network with aggregated smart meter data

Ni, F., Nguyen, P. H., Cobben, J. F. G., Van den Brom, H. E. & Zhao, D., 1 Jun 2018, In : International Journal of Electrical Power and Energy Systems. 98, p. 463-473 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Smart meters
State estimation
Electric potential
Electric power distribution
Observability
3 Citations (Scopus)

Variance-based global sensitivity analysis for power systems

Ni, F., Nijhuis, M., Nguyen, H. P. & Cobben, J. F. G., Mar 2018, In : IEEE Transactions on Power Systems. 33, 2, p. 1670-1682 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Sensitivity analysis
Chaos theory
Polynomials
Mathematical models
Electric potential
2017

Agile demand response: a complementary approach to increase demand response volumes in an active distribution network

Babar, M., 13 Dec 2017, Eindhoven: Technische Universiteit Eindhoven. 108 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File

A LV network overvoltage mitigation strategy based on epsilon-decomposition

Viyathukattuva Mohamed Ali, M. M., Paterakis, N. G., Nguyen, P. H. & Cobben, J. F. G., 13 Jul 2017, 2017 IEEE Manchester PowerTech, Powertech 2017, 18-22 June 2017, Manchester, United Kingdom. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-6 7981197

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Decomposition
Decompose
Communication
Renewable energy resources
Distribution System
4 Citations (Scopus)

Applying demand side management using a generalised grid supportive approach

Blaauwbroek, N., Nguyen, H. P. & Slootweg, J. G., 13 Jul 2017, 2017 IEEE International Conference on Environment and Electrical Engineering and 2017 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) . Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 07977412

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Electric power distribution
Demand side management
Monitoring
Electric network analysis
Electric potential
30 Citations (Scopus)

A relevant data selection method for energy consumption prediction of low energy building based on support vector machine

Paudel, S., Elmitri, M., Couturier, S., Nguyen, H. P., Kamphuis, I. G., Lacarrière, B. & Le Corre, O., 2017, In : Energy and Buildings. 138, p. 240-256

Research output: Contribution to journalArticleAcademicpeer-review

Support vector machines
Energy utilization
Artificial intelligence
Data structures
Dynamic loads