Enhanced Adaptive Neural-Fuzzy Inference System for Dynamic Time Series Prediction Using Self-Feedback and Hybrid Training by Andrew Topper, Honglei Yao

Get full text

Deconstruction of Vulnerability to Complex Diseases: Enhanced Effect Sizes and Power of Intermediate Phenotypes by David Goldman, Francesca Ducci

Get full text

A large synthetic dataset for machine learning applications in power transmission grids by Marc Gillioz, Guillaume Dubuis, Philippe Jacquod

“…Machine Learning methods have been advocated to solve this challenge, however they are heavy consumers of training and testing data, while historical operational data for real-world power grids are hard if not impossible to access. …”
Get full text

Probabilistic forecasting of renewable energy and electricity demand using Graph-based Denoising Diffusion Probabilistic Model by Amir Miraki, Pekka Parviainen, Reza Arghandeh

“…Extensive experiments validate that our proposed method reduces the Continuous Ranked Probability Score (CRPS) by 2.1%–70.9%, Mean Absolute Error (MAE) by 4.4%–52.2%, and Root Mean Squared Error (RMSE) by 7.9%–53.4% over existing methods on two real-world datasets.…”
Get full text

Spatial-Temporal Fusion Graph Neural Networks With Mixed Adjacency for Weather Forecasting by Ang Guo, Yanghe Liu, Shiyu Shao, Xiaowei Shi, Zhenni Feng

Get full text

Evaluation of an in situ QAM‐based Power Line Communication system for lithium‐ion batteries by Mahyar J. Koshkouei, Erik Kampert, Andrew D. Moore, Matthew D. Higgins

“…Abstract Power Line Communication (PLC) is used to transmit high‐fidelity data on internal cell characteristics from within instrumented cells to an external Battery Management System (BMS). …”
Get full text

Quasi‐Static Closed‐Loop Wind‐Farm Control for Combined Power and Fatigue Optimization by Ishaan Sood, Christophe del Fosse et d'Espierres, Johan Meyers

“…The look‐up table‐based fatigue model is developed offline through a series of OpenFast simulations, covering different operational states of a DTU 10‐MW reference wind turbine, and verified against large eddy simulations with aeroelastic coupling. …”
Get full text

Short-term power consumption forecasting using neural networks with first- and second-order differencing by Meftah Elsaraiti

Get full text

A power load forecasting method using cosine similarity and a graph convolutional network by JI Shan, JIANG Wei, JING Xin

“…Finally， extensive experiments on a real-world dataset demonstrate the method’s effectiveness and robustness in forecasting both short-term and long-term load series.…”
Get full text

Research on power plant security issues monitoring and fault detection using attention based LSTM model by Shengda Wang, Zeng Dou, Danni Liu, Han Xu, Ji Du

“…Wind power is well distributed around the world, making it suitable to be exploited in human activities for the general welfare of society. …”
Get full text

Management of Nematodes and Soil Fertility with Sunn Hemp Cover Crop by Koon-Hui Wang, Robert McSorley

“…It is most popular as a green manure in many tropical and subtropical areas in the world as an organic nitrogen source. Recently, there is a growing interest in rotating sunn hemp with cotton in the southern United States and in using sunn hemp as a summer cover crop in Florida and other southeastern states. …”
Get full text

Management of Nematodes and Soil Fertility with Sunn Hemp Cover Crop by Koon-Hui Wang, Robert McSorley

“…It is most popular as a green manure in many tropical and subtropical areas in the world as an organic nitrogen source. Recently, there is a growing interest in rotating sunn hemp with cotton in the southern United States and in using sunn hemp as a summer cover crop in Florida and other southeastern states. …”
Get full text

Plant cover and hydrological response in a seasonally dry tropical forest (SDTF) by Eunice Maia Andrade, Maria Elinalda Ribeiro Costa, Júlio César Neves dos Santos, Helba Araujo de Queiroz Palácio, Jacques Carvalho Ribeiro Filho

“…The scarcity of information on the processes of rainfall-flow limits understanding of the hydrology of dry regions of the world. In order to minimise the problem, this study was developed to investigate the influence of the characteristics of rainfall events and plant cover on the effective precipitation (Pe) in a seasonally dry tropical forest (SDTF) in the Northeast of Brazil. …”
Get full text

Optimal Scheduling of Multi-Energy Complementary Systems Based on an Improved Pelican Algorithm by Hongbo Zou, Jiehao Chen, Fushuan Wen, Yuhong Luo, Jinlong Yang, Changhua Yang

“…The secure, reliable, and economical operation of power systems is a critical challenge. …”
Get full text

Temporal Trends in Serum Homer1 Levels and Their Prognostic Implications in Aneurysmal Subarachnoid Hemorrhage: A Prospective Cohort Study by Dai J, Lin Q, Ye L, Chen X, Li Z, Lu C, Chen M, Ba H, Sun J, Cai J

“…As demonstrated by a series of statistical methods, the model had a good performance.Conclusion: Serum homer1 levels are significantly elevated in acute phase after aSAH, and are strongly related to heightened bleeding intensity, poor 90-day prognosis and DCI. …”
Get full text

Heterogeneous long-term changes in larch forest and shrubland cover in the Kolyma lowland are not captured by coarser-scale greening trends by Heather Kropp, Michael M Loranty, Howard Epstein, Gerald V Frost, Adam Koplik, Logan T Berner

“…Changes in shrub and tree cover can be difficult to characterize with limited in-situ observations and moderate/coarse resolution satellite imagery, thereby posing challenges in disentangling changes in vegetation growth from shifts in vegetation composition. …”
Get full text

Peter I and the Birth of the Russian Empire: Political Leadership and Military Successes in Comparative Perspective by A. Dimitrov, G, Durev

Get full text

Human Malaria by C. Roxanne Rutledge-Connelly, Richard H. Baker, C. D. Morris, Jai K. Nayar

Get full text

Human Malaria by C. Roxanne Rutledge-Connelly, Richard H. Baker, C. D. Morris, Jai K. Nayar

Get full text