dc.contributor.advisor | Sharma, Pawan | |
dc.contributor.author | Wagle, Raju | |
dc.date.accessioned | 2023-11-27T13:22:51Z | |
dc.date.available | 2023-11-27T13:22:51Z | |
dc.date.embargoEndDate | 2028-12-08 | |
dc.date.issued | 2023-12-08 | |
dc.description.abstract | The thesis aims to address research questions of how the high integration of distributed energy resources (DER) influences the voltage profile of the distribution network and how the smart converters in DERs can be utilized to address voltage violations. For this purpose, the thesis investigates the coordinated active and reactive power control in smart converters to mitigate voltage violations. To consider the complex modelling of DER-enriched DN, a data-driven model based on the information of the network from measurement devices was implemented to formulate the optimal control problem. Secondly, the real-time optimal reactive power control was executed utilizing cyber-physical co-simulation which reproduces grid behavior and incorporates mutual interactions of voltage controllers with the DN. The investigation was carried out on various IEEE test distribution networks such as the European LV network and the CIGRE MV network. Finally, the thesis also reports on a new real-time co-simulation framework, which combines distribution network power flow simulations in OpenDSS with Typhoon HIL real-time simulator considering the advantages of algorithms prototyping in a Python environment. In addition, the Typhoon HIL SCADA system was developed to communicate and exchange information on DN and control signals information between OpenDSS and the real-time simulator. | en_US |
dc.description.doctoraltype | ph.d. | en_US |
dc.description.popularabstract | Global awareness of carbon neutrality, increased energy demand, advancement in control strategies, and a significant reduction in the cost of energy production from renewable energy sources (RES) have encouraged power system operators to incorporate more distributed energy resources (DER) based on RES into the distribution network (DN). With the increasing integration of variable DERs on the distribution network, the distribution network experiences some technical challenges such as the rise of the voltage in the distribution feeder, rapid voltage fluctuation, and challenges in modelling the distribution network. Additionally, the distribution network also encounters other challenges like protection system coordination, system stability, and various problems of control and management. Moreover, the concern about
ancillary services like spinning reserve, harmonic compensation, and peak saving is also gaining higher attention in DN.
Among several challenges and concerns that distribution system operators (DSOs) face today with the changing energy transition scenario is the voltage control issues. This is one of the prominent issues with the high integration of DERs. By implementing appropriate voltage control measures, the voltage profile can be maintained within the desired range, power quality can be enhanced, grid resilience can be increased, energy efficiency (loss minimization) can be achieved, and optimal electrical grid management can be preserved. Moreover, appropriate voltage control also helps to optimize DER integration, to improve system performance, and to ensure a reliable and sustainable energy supply.
The voltage regulation in the distribution networks is achieved using voltage regulating devices (VRD), such as an on-load tap change (OLTC) transformer, step voltage regulators (SVR), or switched capacitor banks (SCB). With the increasing integration of DERs into the distribution network, the operation of traditional voltage control techniques continues to be influenced. The reason for this is that automatic control algorithms in VRDs have not been designed to operate in conjunction with large-scale integration of variable RES. Furthermore, slower response time and mechanical wear and tear in VRDs demand an alternative solution of voltage regulation in DER-enriched DN. Since DERs are integrated into the network using smart converters (SC), appropriate use of SC can be a suitable solution for voltage regulation. As a result, appropriate research for various control and management strategies for the optimal operation of smart converters needs to be investigated. Hence, the thesis aims to investigate the performance of power distribution networks exposed to large-scale integration of DER, propose an advanced control algorithm considering the detailed modelling of the distribution network, and propose a novel cyber-physical co-simulation framework to enhance voltage regulation in DER-enriched smart distribution network. The thesis is presented as a summary of the research finding of the main Papers A-F supporting the thesis on voltage control in a smart distribution network with high integration of DERs.
To achieve the main goals, the thesis first aims to address research questions of how such high integration of DER influences the voltage profile of the distribution network and how the smart converters in DERs can be utilized to address the voltage violations. For this purpose, the thesis investigates the coordinated active and reactive power control in smart converters to mitigate voltage violations. To consider the complex modelling of DER-enriched DN, a data-driven model based on the information of the network from measurement devices was implemented to formulate the optimal control problem. Secondly, the real-time optimal reactive power control was executed utilizing cyber-physical co-simulation which reproduces grid behavior and incorporates mutual interactions of voltage controllers with the DN. The investigation was carried out on various IEEE test distribution networks such as the European LV network and the CIGRE MV network. Finally, the thesis also reports on a new real-time co-simulation framework, which combines distribution network power flow simulations in OpenDSS with Typhoon HIL real-time simulator considering the advantages of algorithms prototyping in a Python environment. In addition, the Typhoon HIL SCADA system was developed to communicate and exchange information on DN and control signals information between OpenDSS and the real-time simulator.
The results of individual studies highlight the importance of optimal control of smart converters for regulating the voltage profile of the distribution network. The results also highlight how the distribution network can be effectively modelled for optimal operation using the data available from the measurement devices in the distribution network. The optimal setpoints for smart converters also offer the operation of the distribution network with minimum system loss. On the other hand, the real-time optimal control of smart converters using the novel cyber-physical co-simulation framework proposed in the thesis can provide real-time monitoring and control services in the distribution network. The proposed solution regulates the voltage
violations caused by fluctuations of DERs and loads in real-time. The suggested solution offers great simulation and prototyping flexibility and can be used in many real-time control, protection, and monitoring studies, both for wide-area control problems and for individual controller algorithms.
My hope is that the finding of this research can help the power system operators, utility companies, researchers, and academics to implement the proposed methods to solve the problems associated with the high integration of DERs in the distribution network. Also, the author believes that the thesis will provide scientific insight to work in real-time monitoring and control applications in smart distribution networks. | en_US |
dc.identifier.isbn | 978-82-7823-251-4 | |
dc.identifier.isbn | 978-82-7823-252-1 | |
dc.identifier.uri | https://hdl.handle.net/10037/31869 | |
dc.language.iso | eng | en_US |
dc.publisher | UiT Norges arktiske universitet | en_US |
dc.publisher | UiT The Arctic University of Norway | en_US |
dc.relation.haspart | <p>Paper A: Wagle, R., Sharma, P., Sharma, C., Gjengedal, T. & Pradhan, C. (2021). Bio-inspired hybrid BFOA-PSO algorithm-based reactive power controller in a standalone wind-diesel power system, <i>International Transaction on Electrical Energy Systems, 31</i>(3), e12778, Also available at <a href=https://doi.org/10.1002/2050-7038.12778>https://doi.org/10.1002/2050-7038.12778</a>. Accepted manuscript available in Munin at <a href=https://hdl.handle.net/10037/24056>https://hdl.handle.net/10037/24056</a>.
<p>Paper B: Wagle, R., Sharma, P., Charu, C. & Amin, M. (2023). Optimal Power Flow based Coordinated Reactive and Active Power Control to mitigate voltage violations in Smart Inverter Enriched Distribution Network. <i>International Journal of Green Energy</i>. Published version not available in Munin due to publisher’s restrictions. Published version available at <a href=https://doi.org/10.1080/15435075.2023.2196324>https://doi.org/10.1080/15435075.2023.2196324</a>. Accepted manuscript available in Munin at <a href=https://hdl.handle.net/10037/28975>https://hdl.handle.net/10037/28975</a>.
<p>Paper C: Wagle, R., Sharma, P., Sharma, C., Amin, M. & Gonzalez-Longatt, F. (2023). Real-Time Volt-Var Control of Grid Forming Converters in DER-enriched Distribution Network. <i>Frontiers in Energy Research (Section Smart Grid), 10</i>, 1054870. Also available in Munin at <a href=https://hdl.handle.net/10037/28700>https://hdl.handle.net/10037/28700</a>.
<p>Paper D: Wagle, R., Sharma, P., Charu, C., Amin, M., Rueda, J.L. & Gonzalez-Longatt, F. (2023). Optimal power flow-based reactive power control in smart distribution network using real-time cyber-physical co-simulation framework. <i>IET Generation, Transmission and Distribution, 17</i>(20), 4489-4502. Also available in Munin at <a href=https://hdl.handle.net/10037/28575>https://hdl.handle.net/10037/28575</a>.
<p>Paper E: Wagle, R., Tricarico, G., Sharma, P., Charu, C., Torres, J.L.R. & Gonzalez-Longatt F. (2022). Cyber-Physical Co-Simulation Testbed for Real-Time Reactive Power Control in Smart Distribution Network. <i>2022 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA), Singapore, 2022</i>, 11-15. Published version not available in Munin due to publisher’s restrictions. Published version available at <a href=https://doi.org/10.1109/ISGTAsia54193.2022.10003553> https://doi.org/10.1109/ISGTAsia54193.2022.10003553</a>. Accepted manuscript version available in Munin at <a href=https://hdl.handle.net/10037/28826>https://hdl.handle.net/10037/28826</a>.
<p>Paper F: Wagle, R., Pham, L.N.H., Tricarico, G., Sharma, P., Rueda, J.L. & Gonzalez-Longatt, F. Co-Simulation based Optimal Reactive Power Control in Smart Distribution Network. (Submitted manuscript). Now published in <Electrical Engineering</i>, 2023, available in Munin at <a href=https://hdl.handle.net/10037/31657>https://hdl.handle.net/10037/31657</a>. | en_US |
dc.rights.accessRights | embargoedAccess | en_US |
dc.rights.holder | Copyright 2023 The Author(s) | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-sa/4.0 | en_US |
dc.rights | Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) | en_US |
dc.subject | VDP::Technology: 500::Electrotechnical disciplines: 540::Electrical power engineering: 542 | en_US |
dc.subject | VDP::Teknologi: 500::Elektrotekniske fag: 540::Elkraft: 542 | en_US |
dc.subject | VDP::Technology: 500::Electrotechnical disciplines: 540::Other electrotechnical disciplines: 549 | en_US |
dc.subject | VDP::Teknologi: 500::Elektrotekniske fag: 540::Andre elektrotekniske fag: 549 | en_US |
dc.title | Voltage Control in Smart Distribution Network with High Integration of DERs | en_US |
dc.type | Doctoral thesis | en_US |
dc.type | Doktorgradsavhandling | en_US |