04694nam 2201009z- 450 991058020430332120220706(CKB)5690000000012047(oapen)https://directory.doabooks.org/handle/20.500.12854/87492(oapen)doab87492(EXLCZ)99569000000001204720202207d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierSituation Awareness for Smart Distribution SystemsBaselMDPI - Multidisciplinary Digital Publishing Institute20221 online resource (214 p.)3-0365-4525-5 3-0365-4526-3 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.History of engineering and technologybicsscTechnology: general issuesbicsscattention mechanismattentional mechanismcapacity configurationcarbon emissionclimate factorsCNNcommunity integrated energy systemcomprehensive frameworkconditional value-at-riskconvolutional neural networkcorrelation analysiscritical technologyDC series arc faultdenoising auto-encoderdistributionally robust optimization (DRO)electric heatingelectric vehicleenergy managementhigh-quality operation and maintenanceinertia security regionintegrated energy system (IES)joint chance constraintslightweight convolutional neural networklinear decision rules (LDRs)load disaggregationload forecastingLSTM neural networkmachine learningmulti-objective optimizationn/aphotovoltaic (PV) systempower spectrum estimationpower-to-hydrogenreceding horizon optimizationREDD datasetsecondary equipmentshort text classificationshort-term load forecastingsituation awarenesssmart distribution networkstoragesustainable wind-PV-hydrogen-storage microgridtemporal convolutional networkthermal comfortTraceBase datasetuser dominated demand side responseWasserstein distancewind-photovoltaic-thermal power systemHistory of engineering and technologyTechnology: general issuesGe Leijiaoedt1297583Yan JunedtSun YonghuiedtWang ZhongguanedtGe LeijiaoothYan JunothSun YonghuiothWang ZhongguanothBOOK9910580204303321Situation Awareness for Smart Distribution Systems3024575UNINA