20062020

Research output per year

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Research Output

2020

Multi-criteria evaluation of wheel/rail degradation at railway crossings

Wei, Z., Núñez, A., Liu, X., Dollevoet, R. & Li, Z., 2020, In : Tribology International. 144, 13 p., 106107.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
54 Downloads (Pure)

Special issue of Wear on Contact Mechanics 2018

Li, Z., Berg, M., Fletcher, D., Meehan, P. & Núñez, A., 2020, In : Wear. 456-457, p. 1-2 2 p., 203362.

Research output: Contribution to journalEditorialScientific

Unified deep learning architecture for the detection of all catenary support components

Liu, W., Liu, Z., Nunez, A. & Han, Z., 2020, In : IEEE Access. 8, p. 17049-17059 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
37 Downloads (Pure)
2019

Distributed chance-constrained model predictive control for condition-based maintenance planning for railway infrastructures

Su, Z., Jamshidi, A., Núñez, A., Baldi, S. & De Schutter, B., 2019, Predictive Maintenance in Dynamic Systems: Advanced Methods, Decision Support Tools and Real-World Applications. Lughofer, E. & Sayed-Mouchaweh, M. (eds.). Cham, Switzerland: Springer, p. 533-554 22 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeChapterScientific

Open Access
File
1 Downloads (Pure)

Entropy-Based Local Irregularity Detection for High-Speed Railway Catenaries With Frequent Inspections

Wang, H., Liu, Z., Nunez, A. & Dollevoet, R., 2019, In : IEEE Transactions on Instrumentation and Measurement. 68, 10, p. 3536-3547 12 p., 8558105.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
5 Citations (Scopus)
38 Downloads (Pure)

Hierarchical energy management system for microgrid operation based on robust model predictive control

Marín, L. G., Sumner, M., Muñoz-Carpintero, D., Köbrich, D., Pholboon, S., Sáez, D. & Núñez, A., 22 Nov 2019, In : Energies. 12, 23, 19 p., 4453.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
26 Downloads (Pure)

Integrated condition-based track maintenance planning and crew scheduling of railway networks

Su, Z., Jamshidi, A., Núñez, A., Baldi, S. & De Schutter, B., 2019, In : Transportation Research Part C: Emerging Technologies. 105, p. 359-384 26 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
4 Citations (Scopus)
1 Downloads (Pure)

Lessons learned from data analytics, applied to the track maintenance of the dutch high speed line

Schalk, R., Zoeteman, A. & Núñez, A., 2019, Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018. Frangopol, D. M., Caspeele, R. & Taerwe, L. (eds.). CRC Press / Balkema, p. 1521-1528 8 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
2 Downloads (Pure)

Pareto-based modulated model predictive control strategy for power converter applications

Santis, P., Sáez, D., Cárdenas, R. & Núñez, A., 2019, In : Electric Power Systems Research. 171, p. 158-174 17 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
3 Citations (Scopus)
2 Downloads (Pure)

Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks

Marín, L. G., Cruz, N., Sáez, D., Sumner, M. & Núñez, A., 2019, In : Expert Systems with Applications. 119, p. 128-141 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
13 Citations (Scopus)
33 Downloads (Pure)

Sustainability of Railway Passenger Services: A Review of Aspects, Issues, Contributions and Challenges of Life Cycle Emissions

Kapetanović, M., van Oort, N., Nunez, A. & Goverde, R., 2019, RailNorrköping 2019. 8th International Conference on Railway Operations Modelling and Analysis (ICROMA), Norrköping, Sweden, June 17th – 20th, 2019. Peterson, A., Joborn, M. & Bohlin, M. (eds.). Norrköping, Sweden: Linköping University Electronic Press, p. 548-567 20 p. 036. (Linköping Electronic Conference Proceedings; vol. 69).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
75 Downloads (Pure)

Virtual Reality and Convolutional Neural Networks for Railway Catenary Support Components Monitoring

Liu, W., Liu, Z. & Nunez, A., 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 2183-2188 6 p. 8917061

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
22 Downloads (Pure)
2018

A condition-based maintenance methodology for rails in regional railway networks using evolutionary multiobjective optimization: Case study line Braşov to Zărneşti in Romania

Nunez, A., Jamshidi, A., Wang, H., Hendriks, J., Ramirez Fonseca, I., Moraal, J., Dollevoet, R. & Li, Z., 2018, Proceedings of the IEEEWorld Congress on Computational Intelligence, IEEE WCCI 2018, 2018 Congress on Evolutionary Computation (IEEE CEC 2018): Rio de Janeiro, Brazil, 8-13 July, 2018. Vellasco, M., Estevez, P. & Yen, G. G. (eds.). IEEE, 7 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
29 Downloads (Pure)

A decision support approach for condition-based maintenance of rails based on big data analysis

Jamshidi, A., Hajizadeh, S., Su, Z., Naeimi, M., Núñez, A., Dollevoet, R., De Schutter, B. & Li, Z., 2018, In : Transportation Research Part C: Emerging Technologies. 95, p. 185-206

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
15 Citations (Scopus)
38 Downloads (Pure)

An integrated approach for characterizing the dynamic behaviour of wheel-rail interaction at crossings

Wei, Z., Boogaard, A., Nunez, A., Li, Z. & Dollevoet, R., 2018, In : IEEE Transactions on Instrumentation and Measurement. 67, 10, p. 2332 - 2344 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
4 Citations (Scopus)
16 Downloads (Pure)

Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network

Chen, J., Liu, Z., Wang, H., Nunez, A. & Han, Z., 2018, In : IEEE Transactions on Instrumentation and Measurement. 67, 2, p. 257-269 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
88 Citations (Scopus)
311 Downloads (Pure)

Decision support tool based on multi-source data analysis for the tram wheel-rail interface

Xie, W., Nunez, A., Maas, R. & Li, Z., 2018, Proceedings of 15th IFAC Symposium on Control in Transportation Systems (CTS 2018): Savona, Italy, June 6-8, 2018. De Schutter, B. & Ferrara, A. (eds.). 9 ed. Elsevier, Vol. 59. p. 118-123 6 p. (IFAC-PapersOnLine; vol. 51, no. 9).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
9 Downloads (Pure)

Distributed optimization for railway track maintenance operations planning

Faris, M., Núñez, A., Su, Z. & De Schutter, B., 2018, Proceedings of the 2018 IEEE Intelligent Transportation Systems Conference (ITSC 2018). Piscataway, NJ, USA: IEEE, p. 1194-1201 8569335

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
2 Citations (Scopus)
1 Downloads (Pure)

Method for evaluating the performance of railway crossing rails after long-term service

Wei, Z., Nunez, A., Boogaard, A., Dollevoet, R. & Li, Z., 2018, In : Tribology International. 123, p. 337-348 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
11 Citations (Scopus)
26 Downloads (Pure)

Multi-Objective Performance Evaluation of the Detection of Catenary Support Components Using DCNNs

Liu, W., Liu, Z., Nunez, A., Wang, L., Liu, K., Lyu, Y. & Wang, H., 2018, Proceedings of 15th IFAC Symposium on Control in Transportation Systems (CTS 2018): Savona, Italy, June 6-8, 2018. De Schutter, B. & Ferrara, A. (eds.). 9 ed. Vol. 51. p. 98-105 8 p. (IFAC-PapersOnLine; vol. 51, no. 9).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
5 Citations (Scopus)
101 Downloads (Pure)
Open Access
File
4 Citations (Scopus)
25 Downloads (Pure)

Preface

Li, Z. & Núñez, A., 1 Jan 2018, In : Proceedings of the 11th International Conference on Contact Mechanics and Wear of Rail/wheel Systems, CM 2018. p. II 1 p.

Research output: Contribution to journalEditorialScientificpeer-review

Rail Condition Monitoring using Axle Box Acceleration Measurements: Defect detection in the Netherlands and Romania

Nunez, A., Hendriks, J., Moraal, J., Ramirez Fonseca, I., Dollevoet, R. & Li, Z., 2018, Proceedings of the 2018 World Transport Convention: Beijing, China, June 18-21, 2018. Fu, Z., Zhou, Z. & Walton, M. (eds.). 8 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
50 Downloads (Pure)

Smart technology solutions for the NeTIRail-INFRA case study lines: Axle box acceleration and ultra-low cost smartphones

Nunez, A., Popa, T., Anghel, L. E., Hendriks, J., Moraal, J., Buretea, L. D., Paragreen, J., Miron, B., Gheorghe, D., Campean, M., Dollevoet, R. & Li, Z., 16 Apr 2018, Proceedings of the 7th Transportation Research Arena 2018: Vienna, Austria. 9 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
30 Downloads (Pure)

Smart technology solutions for the NeTIRail-INFRA case study lines: Axle box acceleration and ultra-low cost smartphones

Nunez, A., Popa, T., Anghel, L. E., Hendriks, J., Moraal, J., Buretea, L. D., Paragreen, J., Miron, B., Gheorghe, D., Campean, M., Dollevoet, R. & Li, Z., 16 Apr 2018. 1 p.

Research output: Contribution to conferencePosterScientific

Open Access
File
15 Downloads (Pure)
2017

ABA measurements: Monitoring of condition based maintenance during revenue operations

Dollevoet, R., Nunez, A. & Li, Z., 2017, In : European Railway Review. 23, 3, p. 32-35

Research output: Contribution to journalArticleScientificpeer-review

A big data analysis approach for rail failure risk assessment

Jamshidi, A., Faghih-Roohi, S., Hajizadeh, S., Núñez, A., Babuska, R., Dollevoet, R., Li, Z. & De Schutter, B., 2017, In : Risk Analysis. 37, 8, p. 1495–1507

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
40 Citations (Scopus)
54 Downloads (Pure)

Analysis of the evolvement of contact wire wear irregularity in railway catenary based on historical data

Wang, H., Núñez, A., Liu, Z., Song, Y., Duan, F. & Dollevoet, R., 6 Dec 2017, In : Vehicle System Dynamics: international journal of vehicle mechanics and mobility. p. 1-26 26 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
5 Citations (Scopus)
13 Downloads (Pure)

Application of a bottom-up approach for the analysis of rolling contact fatigue in the Dutch high speed line

Schalk, R., Zoeteman, A., Nunez, A. & Wolfert, R., 2017, Proceedings of 14th International Conference & Exhibition Railway Engineering 2017: Edinburgh, Scotland, Jun. 21-22, 2017. ECS, 11 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

Open Access
File
23 Downloads (Pure)

Data Analytics for the of RCF Damages on the Dutch High Speed Line

Schalk, R., Nunez, A., Zoeteman, A. & Wolfert, R., 2017, Proceedings of the First International Conference on Rail Transportation: ICRT2017 , Chengdu, China, July 10-12, 2017. 10 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
36 Downloads (Pure)

Educación e investigación en ingeniería ferroviaria: tren de mediciones CTO, una sala de clases sobre rieles

Nunez, A., Hendriks, J., Li, Z. & Dollevoet, R., 2017, Conocimiento para la equidad social. Libro de actas X conferencia internacional encuentros Barcelona 2016 . Rivera-Vargas, P., Morales-Olivares, R., Sánchez-Sánchez, E. & Sáez-Rosenkranz, I. (eds.). p. 84-87

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
15 Downloads (Pure)

Evaluating degradation at railway crossings using axle box acceleration measurements

Wei, Z., Núñez, A., Li, Z. & Dollevoet, R., 29 Sep 2017, In : Sensors. 17, 10, p. 1-16 16 p., 2236.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
20 Citations (Scopus)
34 Downloads (Pure)
8 Citations (Scopus)
15 Downloads (Pure)

Identification of the catenary structure wavelength using pantograph head acceleration measurements

Wang, H., Liu, Z., Núñez, A. & Dollevoet, R., 5 Jul 2017, I2MTC 2017 - 2017 IEEE International Instrumentation and Measurement Technology Conference, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 6 p. 7969731

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
3 Citations (Scopus)
24 Downloads (Pure)

Influencing factors for condition-based maintenance in railway tracks using knowledge-based approach

Jamshidi, A., Hajizadeh, S., Naeimi, M., Nunez, A. & Li, Z., 2017, Proceedings of the First International Conference on Rail Transportation: ICRT2017. 6 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
32 Downloads (Pure)

Intelligent condition monitoring of railway catenary systems: A Bayesian Network approach

Wang, H., Nunez, A., Dollevoet, R., Liu, Z. & Chen, J., 2017, Proceedings of the 25th International Symposium on Dynamics of Vehicles on Roads and Tracks : Rockhampton, Queensland, Australia, August 14-18, 2017. Spiryagin, M., Gordon, T., Cole, C. & McSweeney, T. (eds.). 6 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
40 Downloads (Pure)

Load estimation based on self-organizing maps and bayesian networks for microgrid design in rural zones

Caquilpan, V., Sáez, D., Hernández, R., Llanos, J., Roje, T. & Nunez, A., 2017, 2017 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America). Quito, Ecuador. IEEE, 6 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
4 Citations (Scopus)
46 Downloads (Pure)

Load estimation for microgrid planning based on a self-organizing map methodology

Llanos, J., Morales, R., Núñez, A., Sáez, D., Lacalle, M., Marín, L. G., Hernández, R. & Lanas, F., 1 Apr 2017, In : Applied Soft Computing. 53, p. 323-335 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
21 Citations (Scopus)
17 Downloads (Pure)
18 Citations (Scopus)
Open Access
File
13 Citations (Scopus)
58 Downloads (Pure)

Robust and predictive fuzzy key performance indicators for condition-based treatment of squats in railway infrastructures

Jamshidi, A., Núñez, A., Dollevoet, R. & Li, Z., 1 Sep 2017, In : Journal of Infrastructure Systems. 23, 3, 13 p., 04017006.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
15 Citations (Scopus)
36 Downloads (Pure)

Using data analytics to understand why certain rail sections at the Dutch high-speed line are affected by RCF

Schalk, R., Zoeteman, A., Nunez, A. & Wolfert, R., 2017, Proceedings of 14th International Railway Engineering-2017conference in Edinburgh, UK: 2017. 11 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
20 Downloads (Pure)
2016

A distributed predictive control strategy for a two-route public transport system with a transfer station

Cortés, C., Clavería, R., Saez, D., Valencia, F., Milla, F. & Nunez, A., 2016, The Triennial Symposium on Transportation Analysis: Oranjestad, Aruba. 4 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
84 Downloads (Pure)

Deep convolutional neural networks for detection of rail surface defects

Faghih Roohi, S., Hajizadeh, S., Nunez, A., Babuska, R. & De Schutter, B., 2016, Proceedings 2016 International Joint Conference on Neural Networks (IJCNN) . Estevez, P. A., Angelov, P. P. & Del Moral Hernandez, E. (eds.). Piscataway, NJ, USA: IEEE, p. 2584-2589

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
111 Citations (Scopus)
809 Downloads (Pure)

Dynamic simulator and model predictive control of an integrated solar combined cycle plant

Ponce, C. V., Saez, D., Bordons, C. & Nunez Vicencio, A., 15 Aug 2016, In : Energy. 109, August, p. 974-986 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
20 Citations (Scopus)
12 Downloads (Pure)

Ensemble EMD-based automatic extraction of the catenary structure wavelength from the pantograph-catenary contact corce

Liu, Z., Wang, H., Dollevoet, R., Yang, S., Nunez Vicencio, A. & Zhang, J., 2016, In : IEEE Transactions on Instrumentation and Measurement. 65, 10, p. 2272-2283 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
15 Citations (Scopus)
78 Downloads (Pure)

Health condition monitoring of insulated joints based on axle box acceleration measurements

Molodova, M., Oregui Echeverria-Berreyarza, M., Nunez Vicencio, A., Li, Z. & Dollevoet, R., 11 Jun 2016, In : Engineering Structures. 123, September, p. 225-235 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
18 Citations (Scopus)
26 Downloads (Pure)

Key performance indicators using robust prediction modelling to consider squats in railway infrastructure

Jamshidi, A., Nunez, AA., Molodova, M., Li, Z. & Dollevoet, RPBJ., 2016, Proceedings of the 3rd international conference on railway technology: Research, development and maintenance: RAILWAYS2016, Cagliari, Sardina, Italy, 5-8 April, 2016. Pombo, J. (ed.). Stirlingshire: Civil-Comp Press, p. 1-10 10 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
26 Downloads (Pure)

Microgrid planning based on fuzzy interval prediction models of renewable resources

Morales, R., Sáez, D., Marín, L. G. & Nunez, A., 2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE): Vancouver, Canada. Cordon, O. (ed.). IEEE, p. 336-343 8 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
5 Citations (Scopus)
17 Downloads (Pure)

Model-based predictive control for bicycling in urban intersections

Portilla, C., Valencia, F., Espinosa, J., Nunez Vicencio, A. & De Schutter, B., 2016, In : Transportation Research. Part C: Emerging Technologies. 70, p. 27-41

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
13 Citations (Scopus)
17 Downloads (Pure)