International Journal of Electrical Power & Energy Systems最新文献

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Operational electricity cost reduction using real-time simulators 利用实时模拟器降低运营电力成本
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-09 DOI: 10.1016/j.ijepes.2024.110277
Mojtaba Akbarpour, Shahram Montaser Kouhsari, Seyed Hossein Hesamedin Sadeghi
{"title":"Operational electricity cost reduction using real-time simulators","authors":"Mojtaba Akbarpour,&nbsp;Shahram Montaser Kouhsari,&nbsp;Seyed Hossein Hesamedin Sadeghi","doi":"10.1016/j.ijepes.2024.110277","DOIUrl":"10.1016/j.ijepes.2024.110277","url":null,"abstract":"<div><div>Ensuring the safe and cost-effective electricity transmission to consumers, along with the efficient and sustainable operation of power systems, has long been a primary objective for power system managers and operators. However, achieving optimal performance in a modern power system requires timely planning and operational optimal routines to be run within the realm of real-time simulation programs, and sometimes, the divergence becomes a problem with these developed routines. Despite extensive research aimed at advancing these objectives, the growing complexity of networks and their constraints has often led to the oversight of simultaneously considering both technical and economic aspects during operation. In this paper, an innovative real-time framework is introduced to reduce the operational costs of a power system swiftly. This framework addresses various nonlinear constraints, such as transmission losses, generation-consumption balance, power device limitations, and transient stability constraints, across various operational scenarios within a real-time simulator. This novel approach leverages scattered search and intentional contingencies within the network to pinpoint the optimal operating point, taking into account various network dynamics, including Automatic Voltage Regulators (AVR), governors, and tap of the transformers. The proposed method offers a fast and robust approach to identifying the most effective operating conditions for a power system. It incorporates considerations for sudden contingencies and extends capabilities through parallel simulations. It not only facilitates pre-determined preventive actions but also enables the adjustment of control parameters during post-contingency periods, such as fine-tuning of the active and reactive power generation of generators and adjusting the tap settings of transformers within power networks. Since the network simulation can be executed on distributed computers, referred to as ’Global,’ it is possible to achieve global network optimization. This approach allows for the consideration of grid networks, including renewable energy sources with models distributed through PCs. Also, it accounts for the induction motor losses within all factories involved in the global simulation. The results obtained from simulating the proposed method on a commercial real-time simulator demonstrate the superior effectiveness of the proposed framework compared to the existing methodologies, highlighting its potential to enhance the operational efficiency and economic viability of power systems.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110277"},"PeriodicalIF":5.0,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142426877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards holonic power and energy systems – A novel ICT architecture as enabler for resilience 迈向整体电力和能源系统--新型信息和通信技术架构助力复原力提升
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-08 DOI: 10.1016/j.ijepes.2024.110283
Christian Rehtanz , Andreas Ulbig , Rajkumar Palaniappan , Timm Faulwasser , Selma Saidi , Anke Schmeink , Christian Wietfeld
{"title":"Towards holonic power and energy systems – A novel ICT architecture as enabler for resilience","authors":"Christian Rehtanz ,&nbsp;Andreas Ulbig ,&nbsp;Rajkumar Palaniappan ,&nbsp;Timm Faulwasser ,&nbsp;Selma Saidi ,&nbsp;Anke Schmeink ,&nbsp;Christian Wietfeld","doi":"10.1016/j.ijepes.2024.110283","DOIUrl":"10.1016/j.ijepes.2024.110283","url":null,"abstract":"<div><div>In the ongoing transition towards distributed Renewable Energy Sources (RES) and the concurrent transformation of critical energy infrastructures, the efficient coordination of load, storage, and generation flexibilities while avoiding grid congestion is crucial. To orchestrate the growing myriad of distributed devices, digital solutions based on scalable information and communication technologies (ICT) that go far beyond the existing state-of-the-art, are the key enablers.</div><div>To open a new avenue towards robust and resilient power and energy systems, this paper proposes the concepts of holarchies and holonic structures as underlying design principles for grid automation and coordination of flexibilities in power and energy systems. We argue that the holonic concept and its theoretic underpinning enables designing and building future resilient power systems that can cope with the otherwise overwhelming complexities of the energy transition. Our long-term vision is that the proposed holonic concept encompasses already existing trends in power and energy systems, i.e. decentralization, digitalization as well as observability and controllability improvements, into one holistic framework, whereby holistic integration is likewise pun and serious ambition. Beyond the existing holonic approach in general and partly for limited power system applications so far, our design proposal encompasses ICT infrastructures and the data domain into a consistent novel architectural approach.</div><div>Holonic structures, or holarchies, extend and build upon the recursiveness and self-similarity of autonomous sub-structures, i.e. holons, of a system. It is a system-of-systems approach and, thus, conceptionally, very different from existing and well-known multi-agent system approaches. In essence, holonic concepts allow for the formalisation of hierarchical system relations regarding physics, information, and data using a part-whole architecture. Hence, they are well-suited for the conceptualisation of automation functionality across all dimensions of the cyber-physical domain of energy infrastructures and potentially also beyond.</div><div>This paper investigates holonic structures from different novel perspectives, such as control and automation, system modeling and digital twins, as well as the corresponding ICT-infrastructure and data requirements. Three case studies are drawn upon as examples to illustrate how holonic concepts and approaches are already emerging in power and energy systems operation.</div><div>© 2017 Elsevier Inc. All rights reserved.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110283"},"PeriodicalIF":5.0,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142426876","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unconstrained optimization MPC method for qZSI-VSG grid-connected wind power system qZSI-VSG 并网风力发电系统的无约束优化 MPC 方法
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-08 DOI: 10.1016/j.ijepes.2024.110276
Yang Zhang , Sicheng Li , Yihan Liu , Zhongjian Tang , Bing Luo
{"title":"Unconstrained optimization MPC method for qZSI-VSG grid-connected wind power system","authors":"Yang Zhang ,&nbsp;Sicheng Li ,&nbsp;Yihan Liu ,&nbsp;Zhongjian Tang ,&nbsp;Bing Luo","doi":"10.1016/j.ijepes.2024.110276","DOIUrl":"10.1016/j.ijepes.2024.110276","url":null,"abstract":"<div><div>As the wind power generation becomes increasingly popular, the conventional inverter control methods may lead to power grid instability due to the reduction of inertia and susceptibility to parameter variations. In order to address this problem, a virtual synchronous generation (VSG) technology is combined with the quasi Z-source inverter (qZSI), which has the built-in boost function. To begin with, a finite switch sequence control strategy and an unconstrained optimization model predictive control (MPC) strategy are introduced to achieve multi-objective optimal control of the qZSI-VSG system. The average switching frequency of the inverter is reduced, the ability of the system to mitigate fluctuations in wind turbine output is enhanced, and the current harmonics are minimized. In addition, the computational complexity of the algorithm is simplified by eliminating the need for weight coefficients to be directly added to the cost function. Finally, the correctness and effectiveness of the proposed control strategy are verified by theoretical analysis and experimental results. Overall, this approach offers a promising solution to the challenges posed by the increasing integration of wind power into the power grid.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110276"},"PeriodicalIF":5.0,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142426875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A local information integrated protection scheme for MMC-MTDC transmission system MMC-MTDC 输电系统的本地信息综合保护方案
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-08 DOI: 10.1016/j.ijepes.2024.110256
Rongjiao Tang , Yangyang He , Hulin Liu , Zhongping Liu , Jun Han , Yong Li , Nengling Tai
{"title":"A local information integrated protection scheme for MMC-MTDC transmission system","authors":"Rongjiao Tang ,&nbsp;Yangyang He ,&nbsp;Hulin Liu ,&nbsp;Zhongping Liu ,&nbsp;Jun Han ,&nbsp;Yong Li ,&nbsp;Nengling Tai","doi":"10.1016/j.ijepes.2024.110256","DOIUrl":"10.1016/j.ijepes.2024.110256","url":null,"abstract":"<div><div>The integration of renewable energy sources has transformed fault characteristics in modular multilevel converter-based multi-terminal DC (MMC-MTDC) transmission systems, posing challenges to conventional protection schemes. This paper introduces an advanced protection scheme that leverages local information to address these challenges. The proposed scheme utilizes the DC voltage change rate as the initial criterion, adopts the polarity of single-ended differential current (SEDC) to identify faulted poles, applies the first derivative of DC transient voltage spectrum energy using the generalized S-transform to determine faulted DC lines, and employs local differential zone current (LDZC) to detect AC system faults in converters. A comprehensive MMC-MTDC test system is modeled in PSCAD/EMTDC to evaluate the performance of the protection scheme. Simulation results demonstrate that the proposed scheme offers rapid and reliable fault identification, effectively handling high fault resistance and noise across various fault conditions.© 2017 Elsevier Inc. All rights reserved.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110256"},"PeriodicalIF":5.0,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142426874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on the strategies of electricity retailers: Retail plan design and reserve market participation 电力零售商战略研究:零售计划设计和储备市场参与
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-05 DOI: 10.1016/j.ijepes.2024.110232
Hao Ming , Kairui Zhang , Ciwei Gao , Jie Yu , Xingyu Yan , Boyuan Xie
{"title":"Research on the strategies of electricity retailers: Retail plan design and reserve market participation","authors":"Hao Ming ,&nbsp;Kairui Zhang ,&nbsp;Ciwei Gao ,&nbsp;Jie Yu ,&nbsp;Xingyu Yan ,&nbsp;Boyuan Xie","doi":"10.1016/j.ijepes.2024.110232","DOIUrl":"10.1016/j.ijepes.2024.110232","url":null,"abstract":"<div><div>The high penetration of the renewables makes the power grid operation less reliable and risky. Demand Response programs can provide flexible capacity to alleviate the operational pressure. In a typical competitive retail market, the electricity retailer can incentivize the consumers to provide demand reduction in the reserve market and obtain additional profit from the grid. In the wholesale and reserve market, the participants receive a two-part income of certain revenue and activation revenue. In this paper, the optimal strategy of the electricity retailers is studied, including two proposed retail plans as well as the retailer’s bidding strategy in the wholesale reserve market. The proposed strategy is proven effective through a case study, demonstrating that introducing incentive-based demand response in the retail plan creates a win-win-win situation for the grid, retailers, and consumers. The experiment demonstrates that competitive bundles can generate at least 22 % additional revenue for retailers, while customized bundles can bring in an additional 23 % revenue for retailers and contribute to the system with an extra 9 % in reserve capacity bidding.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110232"},"PeriodicalIF":5.0,"publicationDate":"2024-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142426873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Allocation of Microgrid-Forming resources for distribution systems reliability improvement 分配微电网形成资源以提高配电系统可靠性
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-04 DOI: 10.1016/j.ijepes.2024.110285
Pedro F. Torres , João T. Pinho , Roberto Zilles
{"title":"Allocation of Microgrid-Forming resources for distribution systems reliability improvement","authors":"Pedro F. Torres ,&nbsp;João T. Pinho ,&nbsp;Roberto Zilles","doi":"10.1016/j.ijepes.2024.110285","DOIUrl":"10.1016/j.ijepes.2024.110285","url":null,"abstract":"<div><div>This paper proposes a novel method to allocate distributed generation and energy storage as Microgrid-Forming Resources (MFR) to improve the reliability of medium voltage (MV) grids. A graph-based approach is used, which simplifies the circuit analysis and reduces computational time when compared to exhaustive search methods. First, a medium voltage substation-level Nodal Fault-Effect Matrix (NFEM) is derived from the feeder’s topology, which is used for predictive reliability calculations, and calibrated with historical data. Second, a reduced set of scenarios of MFR allocation are generated using a graph community approach and evaluated in terms of reliability improvement and power and energy requirements of the distributed resources. Two case studies are presented based on real grids with different reliability characteristics and the results indicate that the proposed approach is an insightful tool for distribution system planners to evaluate the integration of microgrids to improve system reliability.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110285"},"PeriodicalIF":5.0,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142426872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of wind-related storage investment options in a market-based environment 评估市场环境下与风能相关的储能投资方案
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-04 DOI: 10.1016/j.ijepes.2024.110265
Peiyao Guo , Shahab Dehghan , Vladimir Terzija , Thomas Hamacher , Vedran S. Perić
{"title":"Assessment of wind-related storage investment options in a market-based environment","authors":"Peiyao Guo ,&nbsp;Shahab Dehghan ,&nbsp;Vladimir Terzija ,&nbsp;Thomas Hamacher ,&nbsp;Vedran S. Perić","doi":"10.1016/j.ijepes.2024.110265","DOIUrl":"10.1016/j.ijepes.2024.110265","url":null,"abstract":"<div><div>With the increasing share of wind power in the energy sector, many countries start to cut back supporting policies for wind power and shift towards market-oriented schemes, challenging the profitability of wind farms. Energy storage offers a flexible solution to enhance their profitability. This work explores different wind-related storage investment modes, including 1) direct ownership, 2) cooperative, and 3) competitive modes in a market-based environment. For the direct ownership mode, a bilevel single-leader-single–follower Stackelberg game model is proposed, where wind farms invest in and operate storage facilities strategically to maximize their profits in the upper level, while the lower-level problem represents the system operator’ s market-clearing process. A cooperative game framework is presented for the cooperative mode, that wind farms and storage investors agree on a profit allocation rule, i.e., Shapley value or Nucleolus to collaborate in investing and bidding as a coalition. The competitive mode is interpreted as a multi-leader-single-follower Stackelberg game, describing an independent investor investing in and operating storage facilities in competition with wind farms. Case studies conducted on a 6-bus and the IEEE 30-bus test systems demonstrate that storage facilities directly invested in by wind farms are the best option for maximizing their profits, resulting in up to an 8.7% increase. The cooperative option provides a suboptimal increase of up to 3.1%, diversifying the costs and risks associated with storage investments. In contrast, the competitive mode can diminish wind farms’ profitability, with up to a 30.6% decrease in profits.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110265"},"PeriodicalIF":5.0,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142426870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a novel full thyristors hybrid DC circuit breaker combining vacuum and gas integrated series switch 开发新型全晶闸管混合直流断路器,结合真空和气体集成串联开关
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-04 DOI: 10.1016/j.ijepes.2024.110257
Xian. Cheng, Yadong. Yu, Guowei Ge, Tengfei Wu
{"title":"Development of a novel full thyristors hybrid DC circuit breaker combining vacuum and gas integrated series switch","authors":"Xian. Cheng,&nbsp;Yadong. Yu,&nbsp;Guowei Ge,&nbsp;Tengfei Wu","doi":"10.1016/j.ijepes.2024.110257","DOIUrl":"10.1016/j.ijepes.2024.110257","url":null,"abstract":"<div><div>In order to accelerate the fault current transfer rate of hybrid DC circuit breaker (HDCCB) and reduce the cost. A novel full thyristors HDCCB combining vacuum and gas integrated series switch is proposed in this paper, which accelerates the fault current transferred. Moreover, the breaking of higher current levels and lower cost by using the full thyristors to replace the IGBT and other power electronic (PE) devices are realized. The operation of proposed HDCCB is analyzed in detail, and the theoretical numerical model is derived. With the key parameters optimized in terms of the operation HDCCB, the breaking current capability and the effectiveness are verified by the simulation model. Based on this, preliminary tests from a developed low-power prototype are presented and verified the performance of the proposed novel HDCCB.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110257"},"PeriodicalIF":5.0,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142426871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Accelerating virtual rotor control with integral feedback loop in low-inertia microgrids 在低惯量微电网中利用积分反馈回路加速虚拟转子控制
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-03 DOI: 10.1016/j.ijepes.2024.110253
Hossam E.A. Abbou , Salem Arif , Abdelmoumene Delassi , Hussein Abubakr , Abderezak Lashab , Ahmed T. Hachemi , Juan C. Vasquez , Josep M. Guerrero
{"title":"Accelerating virtual rotor control with integral feedback loop in low-inertia microgrids","authors":"Hossam E.A. Abbou ,&nbsp;Salem Arif ,&nbsp;Abdelmoumene Delassi ,&nbsp;Hussein Abubakr ,&nbsp;Abderezak Lashab ,&nbsp;Ahmed T. Hachemi ,&nbsp;Juan C. Vasquez ,&nbsp;Josep M. Guerrero","doi":"10.1016/j.ijepes.2024.110253","DOIUrl":"10.1016/j.ijepes.2024.110253","url":null,"abstract":"<div><div>This research introduces a new concept called Accelerating Virtual Rotor Control (AVRC) to address the challenges of low inertia and damping in a multi-source microgrid with combined Load Frequency Control (LFC) and Automatic Voltage Regulator (AVR). While existing controllers have shown effectiveness, they often suffer from complexity and impracticality in real-world applications, the AVRC offers simplicity and effectiveness; therefore, it has been applied to low- inertia microgrids (MGs) by incorporating Superconducting Magnetic Energy Storage (SMES) device for improved microgrid response. Nevertheless, the Phase-Locked Loop (PLL) usually suffers from the low bandwidth, which affects the system response, and stability in some cases. Consequently, a Proportional-Integral (PI) controller has been integrated into the VRC system, where the effects of the measurement delays in the PLL are mitigated. In terms of SMES response, PI controller can create a static error resulting an over charging/discharging issue. To overcome this effect, an integral feedback loop is added into the AVRC, resulting in a comprehensive control strategy known as PI-AVRC/I. Additionally, to achieve a better optimization performance for the parameters of the proposed control strategy, a modification has been introduced to the Zebra Optimization Algorithm (MZOA) using Levy Flight motion to enhance its global search capability and avoid local optima. A Hardware-In-the-Loop is demonstrated using a Real-Time Digital Simulator (RTDS) with the aid of RSCAD software in order to evaluate the efficacy of the proposed control strategy under different scenarios such as step load perturbations with/without high Renewable Energy Sources (RESs) integration, random domestic loads fluctuation, and Communication Time Delay (CTD). The results affirm the robustness of the proposed control strategy in maintaining frequency and voltage deviation withing favorable limits, especially with high RESs penetration.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110253"},"PeriodicalIF":5.0,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142427332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on the current frequency forecasting of a power supply converter for heating the oil pipeline based on gradient boosting decision tree 基于梯度提升决策树的石油管道加热电源转换器电流频率预测研究
IF 5 2区 工程技术
International Journal of Electrical Power & Energy Systems Pub Date : 2024-10-03 DOI: 10.1016/j.ijepes.2024.110259
Xiangyu Wang , Liguo Wang , Denis Sidorov , Aliona Dreglea , Lei Fu
{"title":"Research on the current frequency forecasting of a power supply converter for heating the oil pipeline based on gradient boosting decision tree","authors":"Xiangyu Wang ,&nbsp;Liguo Wang ,&nbsp;Denis Sidorov ,&nbsp;Aliona Dreglea ,&nbsp;Lei Fu","doi":"10.1016/j.ijepes.2024.110259","DOIUrl":"10.1016/j.ijepes.2024.110259","url":null,"abstract":"<div><div>When large-sized oil pipelines are subjected to skin effect heating under the constraint of limited current, the power supply converter must provide a higher current frequency. However, an inappropriate frequency can lead to increased energy losses and consequently reduce heating efficiency. To achieve higher heating efficiency of large-sized pipelines, this paper proposes a temperature control strategy based on optimal frequency forecast. First, a skin effect heating model is established to illustrate the necessity of frequency forecasting. Then, using the small sample data from the oil field, an optimal frequency forecasting method based on Gradient Boosting Decision Tree (GBDT) is proposed. At the forecasted frequency, a dual closed-loop control strategy for current and temperature, based on a designed three-phase converter, is employed to achieve temperature control under limited current conditions. The feasibility and effectiveness of this approach are demonstrated through a case study involving a 159 mm oil pipeline with a heating current of less than 80A. The experiment shows that with the forecasted frequency, the pipeline temperature reached 40 °C within 14 min, and the energy consumption per unit length of the pipeline is 394 W/m, complying with the standard Q/SY 06022-2016.</div></div>","PeriodicalId":50326,"journal":{"name":"International Journal of Electrical Power & Energy Systems","volume":"162 ","pages":"Article 110259"},"PeriodicalIF":5.0,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142427333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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