標(biāo)題: Titlebook: Data Science and Applications for Modern Power Systems; Le Xie,Yang Weng,Ram Rajagopal Book 2023 Springer Nature Switzerland AG 2023 Utili [打印本頁(yè)] 作者: Maculate 時(shí)間: 2025-3-21 19:50
書目名稱Data Science and Applications for Modern Power Systems影響因子(影響力)
書目名稱Data Science and Applications for Modern Power Systems影響因子(影響力)學(xué)科排名
書目名稱Data Science and Applications for Modern Power Systems網(wǎng)絡(luò)公開(kāi)度
書目名稱Data Science and Applications for Modern Power Systems網(wǎng)絡(luò)公開(kāi)度學(xué)科排名
書目名稱Data Science and Applications for Modern Power Systems被引頻次
書目名稱Data Science and Applications for Modern Power Systems被引頻次學(xué)科排名
書目名稱Data Science and Applications for Modern Power Systems年度引用
書目名稱Data Science and Applications for Modern Power Systems年度引用學(xué)科排名
書目名稱Data Science and Applications for Modern Power Systems讀者反饋
書目名稱Data Science and Applications for Modern Power Systems讀者反饋學(xué)科排名
作者: 隱語(yǔ) 時(shí)間: 2025-3-21 23:47 作者: Ischemic-Stroke 時(shí)間: 2025-3-22 02:55
Complications of Peritoneal Shuntsnd the linear dynamical system theory for performance guarantees. Since the PMU data are quite dense due to the extremely high data resolution, we introduce principal component analysis (PCA) and its variational form, e.g., robust PCA (RPCA). They show how to conduct fast data analytics within a short period of time.作者: commodity 時(shí)間: 2025-3-22 07:38
Design New Markets,ng their appliances, as discussed in Chap. .. We will provide a data-driven market design by showing how to limit risks from the generation side and load side. The goal is to design tools for new market for quantifiable and rigorous bound on the risk of violating.作者: 莎草 時(shí)間: 2025-3-22 10:58
Streaming Monitoring and Control for Real-Time Grid Operation,ation, we will conduct a probabilistic state estimation for understanding the system status. Finally, we will show how to use reinforcement learning to regulate voltages in unbalanced distribution grids with deep photovoltaic penetration.作者: 感情 時(shí)間: 2025-3-22 16:02
Using PMU Data for Anomaly Detection and Localization,nd the linear dynamical system theory for performance guarantees. Since the PMU data are quite dense due to the extremely high data resolution, we introduce principal component analysis (PCA) and its variational form, e.g., robust PCA (RPCA). They show how to conduct fast data analytics within a short period of time.作者: 感情 時(shí)間: 2025-3-22 19:47 作者: Malcontent 時(shí)間: 2025-3-23 00:46
Rajesh Sasikumar,Piergiorgio Neritors a system operator has an interest. Third, we show that the storage device can be coupled with the flexible load in Chap. .. Even better, we preserve user privacy consistently. The techniques to achieve these goals are sensitivity analysis, stochastic optimization, and long short-term memory (LSTM).作者: MOT 時(shí)間: 2025-3-23 02:06
Emerging Technology for Distributed Energy Resources,ds. For example, we will show how to use the deep learning framework in a semi-supervised manner to detect solar panels based on satellite imagery. We will discuss how the penetration of electric vehicles will change the landscape of the power system operation, laying down the foundation for various solutions in later chapters.作者: Licentious 時(shí)間: 2025-3-23 07:44
Use of Energy Storage as a Means of Managing Variability,tors a system operator has an interest. Third, we show that the storage device can be coupled with the flexible load in Chap. .. Even better, we preserve user privacy consistently. The techniques to achieve these goals are sensitivity analysis, stochastic optimization, and long short-term memory (LSTM).作者: 責(zé)怪 時(shí)間: 2025-3-23 12:56 作者: 抱負(fù) 時(shí)間: 2025-3-23 15:37
Alexis Sánchez MD, MSc,Jose Rosciano MDrd Industrial Revolution and the Fourth Industrial Revolution, the research on electric grids is facing new challenges as well as new opportunities. One opportunity is big data providing an innovative and exciting perspective on the electric grid.作者: narcotic 時(shí)間: 2025-3-23 20:21
Alfonso Iovieno,Tony Ng,Sonia N. Yeungsed of the flow of electric power but also contains the flow of money and information. Different sellers and buyers seek benefits in diverse types of electric markets, including wholesale and retail. Notably, the big data analysis on the market will help maintain the entire network balance for all participants.作者: FECT 時(shí)間: 2025-3-24 00:14 作者: 玩忽職守 時(shí)間: 2025-3-24 03:00 作者: Deceit 時(shí)間: 2025-3-24 09:06
Book 2023hensive review of big data opportunities and challenges in the smart grid industry. This book provides succinct and useful theory, practical algorithms, and case studies to improve power grid operations and planning utilizing big data, making it a useful graduate-level reference for students, faculty, and practitioners on the future grid..作者: phlegm 時(shí)間: 2025-3-24 12:05
Data Perspective on Power Systems,rd Industrial Revolution and the Fourth Industrial Revolution, the research on electric grids is facing new challenges as well as new opportunities. One opportunity is big data providing an innovative and exciting perspective on the electric grid.作者: Original 時(shí)間: 2025-3-24 15:06 作者: TATE 時(shí)間: 2025-3-24 20:21
Alfonso Iovieno,Tony Ng,Sonia N. Yeungdifferent groups of customers, target flexible and controllable groups for demand response, pay customers with behavior uncertainties, and maximize incentives via energy coupons. Various data-driven techniques are introduced in this section, such as K-means clustering, statistical test, Gaussian process, and the design of experiments.作者: amphibian 時(shí)間: 2025-3-24 23:37
Ciliary Processes Complications from Uveitis prices, and residential appliances. Such a flow of information can dramatically boost the performance of systems, as discussed in Chap. .. The data analytic methods considered in this section include support vector machine, deep neural network, hidden Markov model, and polynomial fitting.作者: propose 時(shí)間: 2025-3-25 05:07 作者: PTCA635 時(shí)間: 2025-3-25 07:54 作者: Obliterate 時(shí)間: 2025-3-25 15:33 作者: 小鹿 時(shí)間: 2025-3-25 18:21 作者: 憂傷 時(shí)間: 2025-3-25 22:48 作者: 符合規(guī)定 時(shí)間: 2025-3-26 00:32 作者: Alpha-Cells 時(shí)間: 2025-3-26 05:59
Alfonso Iovieno,Tony Ng,Sonia N. Yeungach participant plays an essential role, creating a giant network for monitoring, control, and protection. For example, this network is not only composed of the flow of electric power but also contains the flow of money and information. Different sellers and buyers seek benefits in diverse types of 作者: 占線 時(shí)間: 2025-3-26 10:51 作者: bacteria 時(shí)間: 2025-3-26 16:18
Alfonso Iovieno,Tony Ng,Sonia N. Yeungent of the demand side, namely, to utilize the flexibility of the load to adapt for the variability of the renewable generation. For this purpose, this chapter will explain how the customer can control new sources of money for the flow of power as described in Chap. .. Specifically, we will analyze 作者: 變異 時(shí)間: 2025-3-26 17:55 作者: anticipate 時(shí)間: 2025-3-27 00:18 作者: 結(jié)合 時(shí)間: 2025-3-27 02:32 作者: biosphere 時(shí)間: 2025-3-27 07:20
Francesco Pichi,Piergiorgio Neriescribe the physical operational challenges and opportunities through the lens of data sciences, namely, the flow of information in Chap. .. Therefore, we will provide real-time monitoring and controls to ensure continuous grid operation without interruption. Specifically, we will introduce data-dri作者: AVERT 時(shí)間: 2025-3-27 13:01 作者: Anonymous 時(shí)間: 2025-3-27 14:24 作者: AVERT 時(shí)間: 2025-3-27 21:16 作者: 排名真古怪 時(shí)間: 2025-3-28 01:15 作者: frivolous 時(shí)間: 2025-3-28 03:45 作者: Sinus-Node 時(shí)間: 2025-3-28 09:04
Basics of Power Systems,ach participant plays an essential role, creating a giant network for monitoring, control, and protection. For example, this network is not only composed of the flow of electric power but also contains the flow of money and information. Different sellers and buyers seek benefits in diverse types of 作者: 煩擾 時(shí)間: 2025-3-28 14:04 作者: AMITY 時(shí)間: 2025-3-28 16:40
Adapt Load Behavior as Technology Agnostic Solution,ent of the demand side, namely, to utilize the flexibility of the load to adapt for the variability of the renewable generation. For this purpose, this chapter will explain how the customer can control new sources of money for the flow of power as described in Chap. .. Specifically, we will analyze 作者: 打谷工具 時(shí)間: 2025-3-28 21:38
Use of Energy Storage as a Means of Managing Variability, of flexible loads may be insufficient. Therefore, we investigate a more specific solution that has been widely accepted as an important tool for managing the variance. Energy storage is the tool that can control the flow of energy, as discussed in Chap. .. To understand its value, we first consider
