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Situation Awareness for Smart Distribution Systems

In recent years, the global climate has become variable due to intensification of the greenhouse effect, and natural disasters are frequently occurring, which poses challenges to the situation awareness of intelligent distribution networks. Aside from the continuous grid connection of distributed ge...

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Bibliographic Details
Main Author: Ge, Leijiao
Other Authors: Yan, Jun, Sun, Yonghui, Wang, Zhongguan
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:
Machine Learning
Tracebase Dataset
Situation Awareness
Climate Factors
N/a
Short-term Load Forecasting
Denoising Auto-encoder
Integrated Energy System (ies)
Electric Heating
History Of Engineering And Technology / Bicssc
Attentional Mechanism
High-quality Operation And Maintenance
Technology: General Issues / Bicssc
Conditional Value-at-risk
Inertia Security Region
Lightweight Convolutional Neural Network
Electric Vehicle
Critical Technology
Thermal Comfort
Load Forecasting
Multi-objective Optimization
Carbon Emission
Correlation Analysis
Attention Mechanism
Lstm Neural Network
Comprehensive Framework
Energy Management
Temporal Convolutional Network
Photovoltaic (pv) System
Smart Distribution Network
Redd Dataset
Storage
Cnn
Receding Horizon Optimization
Load Disaggregation
Short Text Classification
Distributionally Robust Optimization (dro)
Capacity Configuration
Wind-photovoltaic-thermal Power System
Power-to-hydrogen
Convolutional Neural Network
Dc Series Arc Fault
Power Spectrum Estimation
Secondary Equipment
Sustainable Wind-pv-hydrogen-storage Microgrid
Wasserstein Distance
Joint Chance Constraints
User Dominated Demand Side Response
Community Integrated Energy System
Linear Decision Rules (ldrs)
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary:In recent years, the global climate has become variable due to intensification of the greenhouse effect, and natural disasters are frequently occurring, which poses challenges to the situation awareness of intelligent distribution networks. Aside from the continuous grid connection of distributed generation, energy storage and new energy generation not only reduces the power supply pressure of distribution network to a certain extent but also brings new consumption pressure and load impact. Situation awareness is a technology based on the overall dynamic insight of environment and covering perception, understanding, and prediction. Such means have been widely used in security, intelligence, justice, intelligent transportation, and other fields and gradually become the research direction of digitization and informatization in the future. We hope this Special Issue represents a useful contribution. We present 10 interesting papers that cover a wide range of topics all focused on problems and solutions related to situation awareness for smart distribution systems. We sincerely hope the papers included in this Special Issue will inspire more researchers to further develop situation awareness for smart distribution systems. We strongly believe that there is a need for more work to be carried out, and we hope this issue provides a useful open-access platform for the dissemination of new ideas.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (214 p.)
ISBN:9783036545257
9783036545264
books978-3-0365-4526-4

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