Results 1 to 10 of about 1,260,177 (337)
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection [PDF]
International Journal of Computer Vision, 2021 3D object detection is receiving increasing attention from both industry and academia thanks to its wide applications in various fields. In this paper, we propose Point-Voxel Region-based Convolution Neural Networks (PV-RCNNs) for 3D object detection on ...
Shaoshuai Shi +7 more
semanticscholar +1 more source
Spatio-Temporal Graph Neural Networks for Multi-Site PV Power Forecasting [PDF]
IEEE Transactions on Sustainable Energy, 2021 Accurate forecasting of solar power generation with fine temporal and spatial resolution is vital for the operation of the power grid. However, state-of-the-art approaches that combine machinelearning with numerical weather predictions (NWP) have coarse ...
J. Simeunović +3 more
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Grid Integration Challenges and Solution Strategies for Solar PV Systems: A Review
IEEE Access, 2022 World leaders and scientists have been putting immense efforts into strengthening energy security and reducing greenhouse gas (GHG) emissions by meeting growing energy demand for the last couple of decades.
M. Shafiullah +2 more
semanticscholar +1 more source
IEEE Access, 2023 The proposed work addresses the modeling, control, energy management and operation of hybrid grid connected system with wind-PV-Battery Energy Storage System (BESS) integrated with Fuel Cell (FC) and Electrolyzer.
M. M. Gulzar +3 more
semanticscholar +1 more source
A TCN-Based Hybrid Forecasting Framework for Hours-Ahead Utility-Scale PV Forecasting [PDF]
IEEE Transactions on Smart Grid, 2021 This paper presents a Temporal Convolutional Network (TCN) based hybrid PV forecasting framework for enhancing hours-ahead utility-scale PV forecasting. The hybrid framework consists of two forecasting models: a physics-based trend forecasting (TF) model
Yiyan Li +7 more
semanticscholar +1 more source
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection [PDF]
Computer Vision and Pattern Recognition, 2019 We present a novel and high-performance 3D object detection framework, named PointVoxel-RCNN (PV-RCNN), for accurate 3D object detection from point clouds.
Shaoshuai Shi +6 more
semanticscholar +1 more source
Environmental Impact of PV Power Systems
Sustainability, 2023 In response to the problem of increasing climate change and energy security, investment in renewable energy sources has increased significantly both in Europe and globally. Wind and solar power plants are expected to be the largest contributors to global
M. Bošnjaković +3 more
semanticscholar +1 more source
Energy Science & Engineering, 2021 Conventional fossil fuel‐based power generation is one of the main contributors to global environmental pollutions. The rapid depletion of fossil fuel reserves as well as their adverse environmental impact heighten the quest for cleaner and sustainable ...
K. Hasan +5 more
semanticscholar +1 more source
Indian Journal of Animal Sciences, 2022 A study was carried out for a period of 90 days during the summer season with the inclusion of chromium propionate and vitamin E with selenium, in the feed to investigate their effect on 24 uniparous lactating Holstein Friesian cows in an early phase of
T RAGHUNANDAN +5 more
doaj +1 more source
An Hour-Ahead PV Power Forecasting Method Based on an RNN-LSTM Model for Three Different PV Plants
Energies, 2022 Incorporating solar energy into a grid necessitates an accurate power production forecast for photovoltaic (PV) facilities. In this research, output PV power was predicted at an hour ahead on yearly basis for three different PV plants based on ...
Muhammad Naveed Akhter +7 more
semanticscholar +1 more source