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Detection of Mechanical Damages in Sawn Timber Using Convolutional Neural Networks
(Springer, Cham, 2019-02-14)
The quality control of timber products is vital for the sawmill industry pursuing more efficient production processes. This paper considers the automatic detection of mechanical damages in wooden board surfaces occurred ...
Fine-Grained Wood Species Identification Using Convolutional Neural Networks
(Springer, Cham, 2019-05-12)
This paper considers the wood species identification from images of boards. The identification using only visual features of the surface is a challenging task even for an expert. The task becomes especially difficult when ...
Multi-Timescale Forecasting of Battery Energy Storage State-of-Charge under Frequency Containment Reserve for Normal Operation
(IEEE, 2019-11-28)
Forecasting the state-of-charge changes of battery energy storage, anticipated from a provision of different services, can facilitate planning of its market participation strategy and leverage the maximum potential of its ...
Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control
(IEEE, 2019-11-07)
Multi-service market optimization of battery energy storage system (BESS) requires assessing the forecasting uncertainty arising from coupled resources and processes. For the primary frequency control (PFC), which is one ...
Hyper-parameter Optimization of Multi-attention Recurrent Neural Network for Battery State-of-Charge Forecasting
(Springer, Cham, 2019-08-30)
In the past years, a rapid deployment of battery energy storage systems for diverse smart grid services has been seen in electric power systems. However, a cost-effective and multi-objective application of these services ...
3D Hand Movement Measurement Framework for Studying Human-Computer Interaction
(Springer, Cham, 2019-12-30)
In order to develop better touch and gesture user interfaces, it is important to be able to measure how humans move their hands while interacting with technical devices. The recent advances in high-speed imaging technology ...
Timber Tracing with Multimodal Encoder-Decoder Networks
(Springer, Cham, 2019-08-22)
Tracking timber in the sawmill environment from the raw material (logs) to the end product (boards) provides various benefits including efficient process control, the optimization of sawing, and the prediction of end-product ...