Zobrazeno 1 - 10
of 19
pro vyhledávání: '"Atena Darvishi"'
Detecting Transformer Fault Types from Dissolved Gas Analysis Data Using Machine Learning Techniques
Autor:
Rohan Raghuraman, Atena Darvishi
Publikováno v:
2022 IEEE 15th Dallas Circuit And System Conference (DCAS).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ab9315b141bc4b19f2874f643168d163
https://doi.org/10.1109/dcas53974.2022.9845611
https://doi.org/10.1109/dcas53974.2022.9845611
Publikováno v:
IEEE Transactions on Smart Grid. 12:2389-2401
This article discusses how techniques from reinforcement learning (RL) can be exploited to transition to a model-free and scalable wide-area oscillation damping control of power grids. We present two control architectures with distinct features. Perf
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d86f014bb4d4c67f2f51f6fa2ecbe772
https://doi.org/10.1109/tsg.2021.3050419
https://doi.org/10.1109/tsg.2021.3050419
Autor:
Innocent Kamwa, Atena Darvishi, C. M. Rergis, Bruce Fardanesh, Ali Moeini, Jinan Huang, Dmitry Rimorov
Publikováno v:
IEEE Transactions on Power Systems. 35:3825-3834
The article proposes a computationally efficient and robust method for estimating impulse or frequency response in the context of black-box multiple-input-multiple-output linear model identification of large power systems from simulations. The propos
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d1bcae3f3a3fc6e9e895ec0aff1f6a51
https://doi.org/10.1109/tpwrs.2020.2981830
https://doi.org/10.1109/tpwrs.2020.2981830
Publikováno v:
Power Electronics and Power Systems ISBN: 9783030674816
This chapter discusses a methodology to monitor voltage stability using synchrophasor technology. Voltage Stability Index (VSI) explained here is computed using the PMU measurements for a transmission corridor to determine if the system has any volta
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::276e2fddb492097a9bd2e24a826e75ca
https://doi.org/10.1007/978-3-030-67482-3_20
https://doi.org/10.1007/978-3-030-67482-3_20
Publikováno v:
2020 IEEE/PES Transmission and Distribution Conference and Exposition (T&D).
This paper provides a very detail-oriented study to prepare a full pathway for having an advanced closed-loop control implemented on selected controllable assets of N ew York Power Authority (NYPA), including wind generation to improve dynamic stabil
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::30426c319c4ffb00806ddd5cea6a41eb
https://doi.org/10.1109/td39804.2020.9299939
https://doi.org/10.1109/td39804.2020.9299939
Publikováno v:
ISGT
Increasing uncertainty raised by the integration of renewable energy resources requires an enormous number of simulations to be carried out for the security assessment of the power grid. However, it is challenging to assess the steady-state and dynam
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5a40873a1c6c95d9809667c5e5c1df82
https://doi.org/10.1109/isgt45199.2020.9087633
https://doi.org/10.1109/isgt45199.2020.9087633
Publikováno v:
HICSS
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::47244d2bdc97429800d6ce253005f9e8
https://doi.org/10.24251/hicss.2020.370
https://doi.org/10.24251/hicss.2020.370
Publikováno v:
2019 IEEE Power & Energy Society General Meeting (PESGM).
In this paper we present a prototype study of classifying dynamic events using a deep learning (DL) tool for the New York State (NYS) power grid. We use the utility-level full-scale transmission planning model of Eastern Interconnection (EI) in the P
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4d7fbd006f134e1e8125dae472ef0c86
https://doi.org/10.1109/pesgm40551.2019.8973632
https://doi.org/10.1109/pesgm40551.2019.8973632
Autor:
Lin Zhu, Yi Zhao, Yilu Liu, Evangelos Farantatos, Atena Darvishi, Huangqin Xiao, Bruce Fardanesh, Mahendra Patel
Publikováno v:
2019 IEEE Power & Energy Society General Meeting (PESGM).
Conventional oscillation damping controllers are typically designed offline for several selected operating conditions using planning models. This practice cannot guarantee their performance under all possible operating conditions, especially under ce
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7cf3e9875d23635ad5709a09df9c9812
https://doi.org/10.1109/pesgm40551.2019.8973540
https://doi.org/10.1109/pesgm40551.2019.8973540
Autor:
Atena Darvishi, Ian Dobson
Publikováno v:
IEEE Transactions on Power Systems. 31:2116-2124
When power grids are heavily stressed with a bulk power transfer, it is useful to have a fast indication of the increased stress when multiple line outages occur. Reducing the bulk power transfer when the outages are severe could forestall further ca
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::54431f39418a122d75392e393219b733
https://doi.org/10.1109/tpwrs.2015.2454517
https://doi.org/10.1109/tpwrs.2015.2454517