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Publications (10 of 18) Show all publications
de Oliveira, R. A., Nakhodchi, N., De Souza Salles, R. & Rönnberg, S. K. (2023). Deep Learning Graphical Tool Inspired by Correlation Matrix for Reporting Long-Term Power Quality Data at Multiple Locations of an MV/LV Distribution Grid. In: 27th International Conference on Electricity Distribution (CIRED 2023): . Paper presented at 27th International Conference and Exhibition on Electricity Distribution (CIRED 2023), Rome, Italy, June 12-15, 2023 (pp. 609-613). IEEE, Article ID 10324.
Open this publication in new window or tab >>Deep Learning Graphical Tool Inspired by Correlation Matrix for Reporting Long-Term Power Quality Data at Multiple Locations of an MV/LV Distribution Grid
2023 (English)In: 27th International Conference on Electricity Distribution (CIRED 2023), IEEE, 2023, p. 609-613, article id 10324Conference paper, Published paper (Refereed)
Place, publisher, year, edition, pages
IEEE, 2023
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-103655 (URN)10.1049/icp.2023.0433 (DOI)2-s2.0-85181541951 (Scopus ID)
Conference
27th International Conference and Exhibition on Electricity Distribution (CIRED 2023), Rome, Italy, June 12-15, 2023
Note

ISBN for host publication: 978-1-83953-855-1

Available from: 2024-01-15 Created: 2024-01-15 Last updated: 2024-02-08Bibliographically approved
Nakhodchi, N. & Bollen, M. H. .. (2023). Impact of modelling of MV network and remote loads on estimated harmonic hosting capacity for an EV fast charging station. International Journal of Electrical Power & Energy Systems, 147, Article ID 108847.
Open this publication in new window or tab >>Impact of modelling of MV network and remote loads on estimated harmonic hosting capacity for an EV fast charging station
2023 (English)In: International Journal of Electrical Power & Energy Systems, ISSN 0142-0615, E-ISSN 1879-3517, Vol. 147, article id 108847Article in journal (Refereed) Published
Abstract [en]

The ability of the distribution network to host electric vehicle (EV) charging might be limited by the harmonic voltages due to their harmonic emission. Network harmonic impedance seen from the point of connection of the charging station plays an important role in harmonic voltage calculation. In this paper, the hosting capacity is estimated for a fast charging station close to a distribution transformer considering different scenarios in terms of network modelling. Data from a typical Swedish distribution network is used, together with a one-month measurement of the emission from state-of-the-art EV charging. The hosting capacity using harmonic voltage limits is compared with the hosting capacity using the transformer rating. A stochastic approach is used for both. This paper shows that harmonic hosting capacity studies are needed; it shows that details of the distribution network must be included to get an accurate estimation of the harmonic hosting capacity; it also shows that a stochastic approach is needed for estimating the harmonic hosting capacity.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Electric vehicle charging, Harmonic analysis, Harmonic distortion, Hosting capacity, Power system harmonics
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-96350 (URN)10.1016/j.ijepes.2022.108847 (DOI)001009379000001 ()2-s2.0-85143799248 (Scopus ID)
Funder
Swedish Energy Agency
Note

Validerad;2023;Nivå 2;2023-04-11 (hanlid);

Funder: Umeå Energi; Göteborg Energi research foundation

Available from: 2023-04-10 Created: 2023-04-10 Last updated: 2024-03-07Bibliographically approved
Nakhodchi, N., Bakhtiari, H., Bollen, M. H. J. & Rönnberg, S. K. (2023). Including uncertainties in harmonic hosting capacity calculation of a fast EV charging station utilizing Bayesian statistics and harmonic correlation. Electric power systems research, 214, Article ID 108933.
Open this publication in new window or tab >>Including uncertainties in harmonic hosting capacity calculation of a fast EV charging station utilizing Bayesian statistics and harmonic correlation
2023 (English)In: Electric power systems research, ISSN 0378-7796, E-ISSN 1873-2046, Vol. 214, article id 108933Article in journal (Refereed) Published
Abstract [en]

The harmonic emission from an electric vehicle fast charger depends on factors like charger topology, EV type, initial state of charge of EV battery, as well as supply voltage and background distortion. This paper presents the results from harmonic current measurement of a fast charger for a period of one month in Sweden that has charged a variety of EVs from different brands under different state of charge and background distortion. Besides the common harmonic emission pattern, a high level of variation in emission is observed that can affect the aggregation of the emission from multiple chargers. To include such uncertainties, the harmonic hosting capacity is obtained for a fast EV charging station in a stochastic way. A new method, based on Bayesian statistics and the correlation between harmonic magnitude and fundamental magnitude, is proposed for the generation of stochastic samples. It is shown that the proposed method, to a high extent, can model the stochastic behavior of harmonic emission from a fast charger. Furthermore, the results show that neglecting the correlation between harmonic magnitude and fundamental magnitude can underestimate the harmonic hosting capacity.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Electric vehicle charging, harmonic analysis, harmonic distortion, hosting capacity, power system harmonics
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-93358 (URN)10.1016/j.epsr.2022.108933 (DOI)000886826000009 ()2-s2.0-85140914689 (Scopus ID)
Note

Validerad;2022;Nivå 2;2022-11-08 (hanlid);

Funder: Göteborg Energi Research Foundation; Umeå Energi;

This article has previously appeared as a manuscript in a thesis

Available from: 2022-09-30 Created: 2022-09-30 Last updated: 2023-09-05Bibliographically approved
Nakhodchi, N. (2023). On Harmonics in Low-voltage Networks. (Doctoral dissertation). Luleå: Luleå University of Technology
Open this publication in new window or tab >>On Harmonics in Low-voltage Networks
2023 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

On the road to reducing global warming, the use of renewable energy sources and efficient use of electricity are among the key aspects. The increasing number of energy efficient appliances such as LED lamps, booming demand for electric vehicles (EVs), and growing penetration of distributed energy resources such as photovoltaic (PV) systems in low-voltage (LV) networks are expected to affect the power quality in the entire electric power system and specifically in the LV network, where such new devices are connected. Waveform distortion, mainly expressed by the harmonic components, is one of the topics within power quality that is highly affected by the introduction of such new devices. However, there is a lack of publications discussing the existing level of voltage harmonics in LV networks or addressing the origin and transfer of harmonics in LV and MV distribution networks. This highlights the need for more research in this field.

To evaluate the ability of the network to host new sources of harmonics, the existing harmonic voltage and current levels as well as the impact of these new sources on those levels should be investigated. Harmonic levels are determined by emission from harmonic sources, the propagation from other harmonic sources, and the aggregation between the contributions from different sources. Studies on harmonic emission from a variety of different individual devices under different conditions have already been carried out. However, limited knowledge is available about the harmonic aggregation and propagation in LV networks. This study aims to improve the understanding about the behaviour of harmonics in LV networks covering both aggregation and propagation.

In the first part of this work, the impact of the MV network and remote LV loads on the harmonic voltage in the LV network are examined. Simulation results have revealed that for frequencies below the resonant frequency of the local LV network the harmonic voltage levels mainly are determined by aggregated emission of the whole distribution network (both LV and MV) rather than by the emission from local LV loads. Furthermore, a graphical method is introduced for harmonic propagation studies, using measurements but without the need for accurate synchronized measurements.

In the second part of this work, the aggregated emission from a group of EV fast chargers is examined. A stochastic method, based on Bayesian statistics and harmonic correlation, was used to include uncertainties in harmonic hosting capacity calculation for an EV charging station equipped with fast chargers. The impact of MV network and remote LV loads on harmonic hosting capacity is investigated. It is also shown that harmonic hosting capacity studies are needed; and details of the distribution network must be included to get an accurate estimation of the harmonic hosting capacity.

Finally, an alternative method for time aggregation of harmonic phase angle is proposed in this work.

In general, this work contributes to reducing the research gaps recognized in harmonic analysis in the LV networks considering propagation and aggregation utilizing both simulation and measurement.

Place, publisher, year, edition, pages
Luleå: Luleå University of Technology, 2023
Series
Doctoral thesis / Luleå University of Technology 1 jan 1997 → …, ISSN 1402-1544
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-96368 (URN)978-91-8048-297-4 (ISBN)978-91-8048-298-1 (ISBN)
Public defence
2023-06-02, Hörsal A, Luleå tekniska universitet, Skellefteå, 09:00 (English)
Opponent
Supervisors
Available from: 2023-04-12 Created: 2023-04-11 Last updated: 2023-09-05Bibliographically approved
Sudha Letha, S., Bollen, M. H. J., Busatto, T., Espin Delgado, A., Mulenga, E., Bakhtiari, H., . . . Ravindran, V. (2023). Power Quality Issues of Electro-Mobility on Distribution Network—An Overview. Energies, 16(13), Article ID 4850.
Open this publication in new window or tab >>Power Quality Issues of Electro-Mobility on Distribution Network—An Overview
Show others...
2023 (English)In: Energies, E-ISSN 1996-1073, Vol. 16, no 13, article id 4850Article, review/survey (Refereed) Published
Abstract [en]

The journey towards sustainable transportation has significantly increased the grid penetration of electric vehicles (EV) around the world. The connection of EVs to the power grid poses a series of new challenges for network operators, such as network loading, voltage profile perturbation, voltage unbalance, and other power quality issues. This paper presents a coalescence of knowledge on the impact that electro-mobility can impose on the grid, and identifies gaps for further research. Further, the study investigates the impact of electric vehicle charging on the medium-voltage network and low-voltage distribution network, keeping in mind the role of network operators, utilities, and customers. From this, the impacts, challenges, and recommendations are summarized. This paper will be a valuable resource to research entities, industry professionals, and network operators, as a ready reference of all possible power quality challenges posed by electro-mobility on the distribution network.

Place, publisher, year, edition, pages
MDPI, 2023
Keywords
electric vehicle, harmonics, light flicker, power quality, voltage unbalance
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-99488 (URN)10.3390/en16134850 (DOI)001028620400001 ()2-s2.0-85164930081 (Scopus ID)
Funder
Swedish Energy Agency, 47904-1
Note

Validerad;2023;Nivå 2;2023-08-11 (hanlid)

Available from: 2023-08-11 Created: 2023-08-11 Last updated: 2024-03-23Bibliographically approved
Nakhodchi, N. & Bollen, M. H. J. (2022). Including Load Impedance Uncertainty in Harmonic Impedance Seen from a Low-voltage Customer. In: 2022 20th International Conference on Harmonics & Quality of Power (ICHQP) Proceedings: “Power Quality in the Energy Transition”. Paper presented at 20th International Conference on Harmonics & Quality of Power (ICHQP 2022), Naples, Italy, May 29 - June 1, 2022. IEEE
Open this publication in new window or tab >>Including Load Impedance Uncertainty in Harmonic Impedance Seen from a Low-voltage Customer
2022 (English)In: 2022 20th International Conference on Harmonics & Quality of Power (ICHQP) Proceedings: “Power Quality in the Energy Transition”, IEEE, 2022Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents the impact of load impedance uncertainty on harmonic source and transfer impedance and consequently on harmonic propagation in distribution networks. A generic MV/LV model of the network and a more detailed model of an existing network are used. Both models include MV network and remote LV customers. Utilizing a Monte Carlo simulation method, it is shown that variation in load impedance has a big impact on the main resonant frequency of the local network but only limited influence on resonant frequency caused by remote loads connected to other LV networks.

Place, publisher, year, edition, pages
IEEE, 2022
Series
International Conference on Harmonics and Quality of Power, ISSN 1540-6008, E-ISSN 2164-0610
Keywords
Electric power distribution, Harmonic analysis, harmonic distortion, power system harmonics, resonant frequency
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-92117 (URN)10.1109/ICHQP53011.2022.9808615 (DOI)000844604500051 ()2-s2.0-85133790395 (Scopus ID)
Conference
20th International Conference on Harmonics & Quality of Power (ICHQP 2022), Naples, Italy, May 29 - June 1, 2022
Note

Funder: Göteborg Energi Research Foundation; Umeå Energi;

ISBN för värdpublikation: 978-1-6654-1639-9

Available from: 2022-07-08 Created: 2022-07-08 Last updated: 2023-04-11Bibliographically approved
Nakhodchi, N., Bollen, M. & Busatto, T. (2022). Transfer of Harmonics in Distribution Networks. IEEE Transactions on Power Delivery, 37(3), 1617-1626
Open this publication in new window or tab >>Transfer of Harmonics in Distribution Networks
2022 (English)In: IEEE Transactions on Power Delivery, ISSN 0885-8977, E-ISSN 1937-4208, Vol. 37, no 3, p. 1617-1626Article in journal (Refereed) Published
Abstract [en]

This paper presents the role of the medium-voltage network and low-voltage loads in harmonic voltages with low-voltage customers and harmonic propagation. A general model, as well as a detailed transfer function-based model, are used. By applying them to an existing network, it is shown that remote low-voltage loads have a significant impact on the source and transfer impedance. The main impact occurs for a specific range of frequencies below the resonant frequency of the low-voltage network. The general model is able to estimate this frequency range with an acceptable level of accuracy. Furthermore, by utilizing the concept of overall transfer impedance, it is shown that voltage harmonic levels for harmonic orders around this frequency range are determined mainly by aggregated remote emission rather than local emission.

Place, publisher, year, edition, pages
IEEE, 2022
Keywords
Harmonic analysis, harmonic distortion, power quality, power system harmonics, power distribution
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-86483 (URN)10.1109/TPWRD.2021.3094912 (DOI)000800228100030 ()2-s2.0-85110906779 (Scopus ID)
Note

Validerad;2022;Nivå 2;2022-06-20 (joosat);

Available from: 2021-07-28 Created: 2021-07-28 Last updated: 2023-04-11Bibliographically approved
Nakhodchi, N., Ravindran, V., Bollen, M. & Rönnberg, S. (2021). Application of Transfer Function Method in a Wind Park for Harmonic Study. In: CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution: . Paper presented at 26th International Conference and Exhibition on Electricity Distribution (CIRED), Online, September 20-23, 2021 (pp. 723-727). Institution of Engineering and Technology, Article ID 0135.
Open this publication in new window or tab >>Application of Transfer Function Method in a Wind Park for Harmonic Study
2021 (English)In: CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution, Institution of Engineering and Technology , 2021, p. 723-727, article id 0135Conference paper, Published paper (Refereed)
Abstract [en]

Harmonic emission from a wind park to the grid and the interaction between individual turbines within a wind park are among the power quality challenges that have been studied for many years, as part of the connection of wind parks to the grid. Different methods are proposed and various simulation models are developed under some assumptions. This paper presents the results from a transfer function based model for an existing wind park, and investigates the impact of LV load modelling (residential customers) and MV cable capacitance on the interaction between turbines and between turbines and the grid. It is shown that LV loads and MV cable capacitance can have significant impact on the interactions between turbines and grid while it has only limited impact on interactions between turbines.

Place, publisher, year, edition, pages
Institution of Engineering and Technology, 2021
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-96608 (URN)10.1049/icp.2021.1889 (DOI)2-s2.0-85174650986 (Scopus ID)978-1-83953-591-8 (ISBN)
Conference
26th International Conference and Exhibition on Electricity Distribution (CIRED), Online, September 20-23, 2021
Available from: 2023-04-17 Created: 2023-04-17 Last updated: 2024-11-20Bibliographically approved
Ravindran, V., Nakhodchi, N., Rönnberg, S. & Bollen, M. H. J. (2021). Assessing time-varying harmonic interactions in a wind park. IEEE Access, 9, 68151-68160
Open this publication in new window or tab >>Assessing time-varying harmonic interactions in a wind park
2021 (English)In: IEEE Access, E-ISSN 2169-3536, Vol. 9, p. 68151-68160Article in journal (Refereed) Published
Abstract [en]

The harmonic interaction mechanism in a wind park is examined in this paper. The paper investigates the feasibility of a solution to the yet challenging harmonic contribution estimation from multiple sources in a wind park with limited available information, via an extension of a simple modeling approach as well as from detailed analysis of field measurements. The paper has two distinct objectives in assessing harmonic interactions (a) one to extend the classical Norton equivalent model to a multi-measurement wind park system and to suggest potential areas for further model developments from field measurement analysis, and (b) second to draw inferences from field measurements and to develop a new independent concept of analysis from long-term field measurements in the wind park. From practical experience, a new concept of analysis with a ‘harmonic interaction break-even point’ is introduced. With the help of it, one could identify whether the primary emission (emission from considered source) or secondary emission (emission from a distant source) dominates in the analysis period. In this way, the highest responsibility between different interacting time-varying harmonic sources is evaluated. It was concluded that from long-term measurements one can define a magnitude of power production where a certain harmonic order is canceled or reaches its lowest magnitude. If one finds this cancellation point, one can define a level of secondary/primary emission or at least a feasible range. This knowledge is a step forward towards harmonic contribution analysis.

Place, publisher, year, edition, pages
IEEE, 2021
Keywords
power quality, wind power generation, power system harmonics, interharmonics
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-83418 (URN)10.1109/ACCESS.2021.3076879 (DOI)000649566600001 ()2-s2.0-85105074281 (Scopus ID)
Funder
Swedish Energy Agency, 245 110
Note

Validerad;2021;Nivå 2;2021-05-17 (alebob)

Available from: 2021-03-26 Created: 2021-03-26 Last updated: 2023-09-05Bibliographically approved
Sutaria, J., Nakhodchi, N., Gutierrez Ballesteros, E., Bollen, M. & Rönnberg, S. (2021). Comparing Harmonic Unbalance At Multiple Locations To Characterize The Unbalance. In: CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution: . Paper presented at 26th International Conference and Exhibition on Electricity Distribution (CIRED), Online, September 20-23, 2021 (pp. 728-732). Institution of Engineering and Technology, Article ID 0137.
Open this publication in new window or tab >>Comparing Harmonic Unbalance At Multiple Locations To Characterize The Unbalance
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2021 (English)In: CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution, Institution of Engineering and Technology, 2021, p. 728-732, article id 0137Conference paper, Published paper (Refereed)
Abstract [en]

Harmonic emission at any point of connection (PoC) depends on the loads connected there and the background voltage distortion at that point. Under balanced supply voltage and load, the harmonics adhere to the rule that third harmonics are zero sequence, fifth harmonic are negative sequence, etc. However, under unbalance in either load or supply voltage, this assumption is no longer true. A phasor analysis of the voltage and current measured at different locations in a city is presented in this paper. Individual harmonics are decomposed into their sequence components, and the results are presented in terms of polar plots. The components are further quantified in terms of balanced and unbalanced THD, which is an indicator of the impact of unbalance. The harmonics do not follow the defined norm of sequence component in presence of unbalance in the system. The triplen harmonics were shown to have higher unbalanced sequence components than non-triplen harmonics.

Place, publisher, year, edition, pages
Institution of Engineering and Technology, 2021
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Electric Power Engineering
Identifiers
urn:nbn:se:ltu:diva-87461 (URN)10.1049/icp.2021.1891 (DOI)
Conference
26th International Conference and Exhibition on Electricity Distribution (CIRED), Online, September 20-23, 2021
Funder
Swedish Energy Agency, 24559
Note

ISBN för värdpublikation: 978-1-83953-591-8 (elektronisk)

Available from: 2021-10-12 Created: 2021-10-12 Last updated: 2023-09-05Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0001-7528-101X

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