2021 9th IEEE International Conference on Power Systems (ICPS)最新文献

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The Adaptive Forecast Combiner 自适应预测组合器
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670121
Yash Raizada, Rahul Kumar, Sanand Sule
{"title":"The Adaptive Forecast Combiner","authors":"Yash Raizada, Rahul Kumar, Sanand Sule","doi":"10.1109/ICPS52420.2021.9670121","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670121","url":null,"abstract":"An accurate solar power prediction is vital for the smooth and stable operation of the power grid. A combined forecast is often preferred over an individual model's predictions as it significantly increases the overall forecast accuracy. In this paper, we propose a novel forecast aggregation algorithm called the Adaptive Forecast Combiner. It combines multiple input forecasts with dynamic weight allocation after a multi-horizon performance review. Three machine learning models are trained on the dataset of a 48 MW solar power plant in India, and the corresponding intra-day and day-ahead forecasts are obtained. A comprehensive performance evaluation illustrates that the proposed combiner consistently outperforms all the individual machine learning models irrespective of the season or forecasting methodology.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123182501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of Different Penetration Level of Type-IV Renewable Energy Resources on Power System Dynamics 四类可再生能源不同渗透水平对电力系统动力学的影响
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670062
G. K, M. K. Jena, A. Moharana
{"title":"Impact of Different Penetration Level of Type-IV Renewable Energy Resources on Power System Dynamics","authors":"G. K, M. K. Jena, A. Moharana","doi":"10.1109/ICPS52420.2021.9670062","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670062","url":null,"abstract":"The development of new smart grid technologies and the rising environmental concerns lead to increased penetration of green energy sources into the existing power grid. This increased penetration of renewable energy sources (RES) into the power system will affect system dynamics. This paper discusses the influence of integrating full converter-based renewable energy sources on different system stability indicators (SSIs) such as rate of change of frequency (ROCOF), frequency nadir, etc. Different test systems such as Kundur's two area model and IEEE-9 bus system are considered to evaluate the impact of different penetration levels of RES on power system stability indicators. The response of the system to common contingencies such as generator outage, load shedding, faults, etc. are studied using Dynamic Security Assessment Tools (DSA Tools) from Powertech Labs. It is observed that the post-disturbance dynamic behavior of a conventional synchronous generator-dominated system is significantly different from that of an inverter-dominated system and it is heavily dependent on penetration level, type of disturbance, type of RES, etc.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116706371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Proactive Operation Strategy to enhance resiliency of Indian Power System During Super Cyclone Amphan 在超级气旋安潘期间,提高印度电力系统弹性的主动操作策略
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670424
Aman Gautam, G. Sudhakar, M. Gupta, R. Shukla, R. Porwal, Debasis De, S. Narasimhan
{"title":"Proactive Operation Strategy to enhance resiliency of Indian Power System During Super Cyclone Amphan","authors":"Aman Gautam, G. Sudhakar, M. Gupta, R. Shukla, R. Porwal, Debasis De, S. Narasimhan","doi":"10.1109/ICPS52420.2021.9670424","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670424","url":null,"abstract":"Power systems are designed to be operated under expected weather conditions. Unexpected weather conditions sometimes create widespread damage to the power system. The failure rate of equipment in power system along with redundancy and accuracy of forecasting decide the scope of damage. Eastern coast of Indian sub-continent experiences cyclones of varying intensity every year. These cyclones have severe impact on the infrastructure including the power infrastructure. The proactive operation strategy to counter each stage of uncertainty helps not only in managing the power system but also in early restoration. Amid the NCOVID-19 pandemic, Indian power system witnessed super cyclone named 'AMPHAN’ which originated in the Bay of Bengal. The cyclone, after landfall passed through densely populated regions affecting the load centers. Cyclone of matching severity was last witnessed by India in the year 1999. The landfall of cyclone started during afternoon hours of 20th May 2020. The proactive action strategy based on past experience resulted in minimization of loss to electrical system and power supply outage. This paper presents the proactive measures taken by POSOCO and power utilities across all key sectors, viz., generation, transmission, distribution, during different phases of cyclone trajectory and the impact of cyclone on Indian power system.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121386104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Load Forecast using ANN & VAR techniques for North Eastern Regional (NER) Grid of India 基于ANN和VAR技术的印度东北电网负荷预测
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670298
N. Roy, P. Tripathy, Samar Chandra De, Sheikh Shadruddin, Bimal Swargiary, Subhash Kumar, Sangita Das, Namrata Pathak, Nishant Kumar Mishra
{"title":"Load Forecast using ANN & VAR techniques for North Eastern Regional (NER) Grid of India","authors":"N. Roy, P. Tripathy, Samar Chandra De, Sheikh Shadruddin, Bimal Swargiary, Subhash Kumar, Sangita Das, Namrata Pathak, Nishant Kumar Mishra","doi":"10.1109/ICPS52420.2021.9670298","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670298","url":null,"abstract":"The prediction of electric power or energy demand is required for efficient, economical, and reliable operation of the power system. Considering the importance of power demand forecasting, different models, as well as many new techniques have been proposed in recent times. In this paper, two forecasting methods have been used and compared. The artificial intelligence method, Artificial Neutral Network (ANN) is compared with Vector Auto-regressive (VAR) which is a statistical method. The methods are used to predict the Hourly day ahead short-term load for the NER states of India with two cases i.e. Weekday and Weekend (Saturday & Sunday). The result for the Assam State of India for a period of three days i.e., 23rd–25th January' 2021 has been presented in this paper. The comparison utilizes the Mean Absolute Percentage Error (MAPE). The simulation results have shown lower average values of MAPE for the three days in the ANN model (7.01 % w.r.t. SEM and 7.42% w.r.t. SCADA) than in the VAR model (7.49 % w.r.t. SEM and 7.94% w.r.t. SCADA) indicating better accuracy by the use of the ANN method in predicting the electric power demand forecast of the North-Eastern Region of India. Further, the performance of the ANN model in load prediction is also compared with other machine learning methods such as Random Forest (RF) and Support Vector Machines (SVM).","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125311928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electric Vehicle Charging Policies in Indian states: Key Learnings from International Experiences 印度各邦的电动汽车充电政策:国际经验的重要借鉴
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670261
Renu Banjarey, Irene Jacob, Shivanjali Yadav, S. Yamujala, Ashok K. Agrawal, R. Bhakar
{"title":"Electric Vehicle Charging Policies in Indian states: Key Learnings from International Experiences","authors":"Renu Banjarey, Irene Jacob, Shivanjali Yadav, S. Yamujala, Ashok K. Agrawal, R. Bhakar","doi":"10.1109/ICPS52420.2021.9670261","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670261","url":null,"abstract":"Transportation sector is experiencing a rapid transition towards Electric Vehicles (EVs) to decarbonize the sector and reduce petroleum dependence. Many nations have set ambitious targets to increase a significant share of EVs in near future. However, evidence from various countries shows that EV adoption is slow without proper policies and incentives. Despite the government's efforts to introduce regulations and programs for encouraging the use of EVs, the same problem is observed in India. An in-depth study on EV adoption policies of various countries can help in analyzing the pitfalls of existing strategies and initiatives to build an EV environment in India. In this context, the work aims to review EV adoption policies of various countries and Indian states. A comparison between Indian and international practices in terms of charging infrastructure standards, policies, and incentives to promote EV adoption is presented. Further, the work highlights the impact of EV adoption on socio-economic growth and possible challenges for Distribution Companies (DISCOMs). Finally, the work draws some policy recommendations for a smoother transition.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"151 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113994558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
A Low Voltage High Power Bidirectional Multi-Port DC-DC Converter for DC Microgrids 一种用于直流微电网的低压大功率双向多口DC-DC变换器
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670338
Atanu Mondal, D. Kastha, P. Bajpai
{"title":"A Low Voltage High Power Bidirectional Multi-Port DC-DC Converter for DC Microgrids","authors":"Atanu Mondal, D. Kastha, P. Bajpai","doi":"10.1109/ICPS52420.2021.9670338","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670338","url":null,"abstract":"Multi-port DC-DC converters (MPCs) are gaining attention in recent times as it can integrate more than one energy sources and energy storage devices into a single converter block. In this paper, a MPC topology is proposed for battery and supercapacitor-based hybrid energy storage system which is suitable for low voltage high power application in a DC Microgrid. The converter utilizes a three-phase current fed Dual Active Bridge (DAB) structure which provides galvanic isolation between the battery bank and the load. A low voltage high power supercapacitor bank is integrated at the load side by means of two stage conversion to achieve high voltage gain. The wide range zero voltage switching (ZVS) of the three-phase current fed DAB and bidirectional operation between any two ports are the key features of the proposed MPC. In addition, the input current ripple of both the storage devices are greatly reduced due to the interleaved structure. The operation of the proposed MPC and closed loop control strategy are discussed. A 20kW system is designed and simulated in the MATLAB Simulink environment to verify the proposed converter topology.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132543743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Aerodynamic Energy Harvesting for Electric Vehicles 电动汽车的空气动力学能量收集
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670161
Ashish Solanki
{"title":"Aerodynamic Energy Harvesting for Electric Vehicles","authors":"Ashish Solanki","doi":"10.1109/ICPS52420.2021.9670161","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670161","url":null,"abstract":"This study aims to achieve a method for harvesting energy from an automotive vehicle to improve its performance. A novel idea is discussed where the aerodynamic drag is used to harvest the energy from a car. This paper encloses virtual experiments and trials to use the vehicle's frontal area to channel the airflow at high speeds into a duct and generate power using a turbine generator system inside the duct. Numerous trials and simulations are done to optimize the experiment, and this paper gives a great insight into the possibility of harvesting energy utilizing the drag force experienced while driving a car at a considerable speed. The paper discusses the methods taken to design the duct inside the frontal area of the vehicle more efficient and robust in geometry, and also considers the shape of the frontal area so that it does not hamper the airflow reaching the duct, which in turn rotates the turbine forth the duct to generate power. All aspects of this paper are minutely taken care of, and the calculations are based on various assumptions mentioned in the paper itself. This paper focuses on a better way to harvest energy and is expected to be helpful in future studies and help the upcoming industry of electric cars.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133413965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The Effect of Multiple PV and Battery Penetration on Stability of DC Microgrid with Single Bus Topology 多个光伏和电池穿透对单母线拓扑直流微电网稳定性的影响
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670113
K. Jithin, N. Mayadevi, R. Hari Kumar, P. Mini V
{"title":"The Effect of Multiple PV and Battery Penetration on Stability of DC Microgrid with Single Bus Topology","authors":"K. Jithin, N. Mayadevi, R. Hari Kumar, P. Mini V","doi":"10.1109/ICPS52420.2021.9670113","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670113","url":null,"abstract":"Solar Photo-voltaic (PV) power generation has played a significant role in the development of microgrid technologies. Nowadays, there is large penetration of PV units into the grid and the stability of the overall system may get affected when a new Distributed Energy Resource (DER) is added to the system. In this paper, stability analysis of a DC microgrid with single as well as multiple PV units and battery is carried out using the transfer function model. A DC microgrid having a single bus topology and multiple DERs, controlled using multi-loop control is considered for the analysis. The effect of penetration of DERs on the stability of the system is investigated using the eigenvalue approach. A system with communication delay is also considered for the analysis. From the analysis it can be seen that, addition of a new DER unit into the system affects the stability and hence the controller gains needs to be re-tuned to bring the system back to the stable state.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133506627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Study of Optimally Located Electric Vehicle Charging Stations for Frequency Control Service in Distribution Network 配电网变频服务中电动汽车充电站的优化配置研究
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670219
Syed Nafiz Hasan, Satish K. Singh, N. Pindoriya
{"title":"Study of Optimally Located Electric Vehicle Charging Stations for Frequency Control Service in Distribution Network","authors":"Syed Nafiz Hasan, Satish K. Singh, N. Pindoriya","doi":"10.1109/ICPS52420.2021.9670219","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670219","url":null,"abstract":"The enhanced growth of electric vehicle market has created a necessity of electric vehicle charging stations that can transfer charge at a very fast rate. The EV charging stations, which operate with the purpose of supplying energy to electric vehicles have the capability to be utilized for providing frequency control service to the distribution network along with regular operation of EV charging. The Battery Energy Storage System (BESS) has been deployed at the EV charging station to avoid the instability to the grid at the time of providing fast charging and the utilization of this BESS has created a new opportunity of providing frequency control service to the grid. Proper coordination is needed to be maintained between the fast charging of EV and frequency control service for frequency regulation. Also the integration of solar PV at distribution network can support the EV charging stations for improving the power quality of the distribution network. Optimally located distributed generation sources are capable of providing sufficient contribution to improve the power quality of a distribution network and its effectiveness has been shown at this research work by utilizing BESS and solar PV. The developed algorithm ensures the proper functioning of the two type of EV charging stations with the objectives of providing charge to EV and also providing frequency control service to the distribution network while maintaining the constraints of the battery so the SOC level stays within a required limit to ensure the smooth operation of both of these objectives.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133746654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cost of Voltage Violation 电压违章费用
2021 9th IEEE International Conference on Power Systems (ICPS) Pub Date : 2021-12-16 DOI: 10.1109/ICPS52420.2021.9670327
S. Varwandkar, Jeremy Lin
{"title":"Cost of Voltage Violation","authors":"S. Varwandkar, Jeremy Lin","doi":"10.1109/ICPS52420.2021.9670327","DOIUrl":"https://doi.org/10.1109/ICPS52420.2021.9670327","url":null,"abstract":"Line flows and voltages in power systems are allowed to vary within limits without affecting the local price of electricity. Beyond the specified limits, however, these must be brought within the specified band by appropriate means. Operators achieve this by rescheduling generators or by calling up ancillary services. The amount of violation of flow/voltages must be first determined for this purpose. The proposed work obtains flow and voltage profiles as a function of the network parameters and injections for which a new approach is used. Its similarity with fractals is explained. Generators that have a dominant effect on a particular line flow or load-voltage are uniquely identified in the analysis. The corrective mechanism is then implemented for mitigating violations. Fractals are products of scalar multipliers for injected powers. The scalar multipliers are functions of network parameters and structure and need to be evaluated only once. The method is in sharp contrast with those employing sensitivities. The computation of cost of mitigation is direct and does not need an optimization with Lagrange multipliers. The method is expected to be useful to system operators in market-based power systems and for, designing at the planning stage, and calling up ancillaries during operation. Charges for congestion or voltage violation can be analytically obtained to the satisfaction of stakeholders.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131811536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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