ARTICLE
|
doi:10.20944/preprints202308.0427.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep neural networks; time series forecasting; covariates; retailing
Online: 4 August 2023 (10:37:47 CEST)
ARTICLE
|
doi:10.20944/preprints202403.0924.v1
Subject:
Public Health And Healthcare,
Public Health And Health Services
Keywords:
Virus forecasting; DL modeling; virus classification; Dengue evolution; genome sequence
Online: 15 March 2024 (13:12:30 CET)
ARTICLE
|
doi:10.20944/preprints202003.0158.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
energy; demand; forecasting; deep; learning; machine; convolutional; artificial; neural; networks
Online: 10 March 2020 (03:40:31 CET)
ARTICLE
|
doi:10.20944/preprints201810.0494.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
unsupervised training; features learning; deep learning; time series forecasting
Online: 22 October 2018 (12:24:43 CEST)
REVIEW
|
doi:10.20944/preprints202303.0451.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Accurate predictions; Deep Learning; Energy management; Machine Learning; Renewable En-ergy Forecasting
Online: 27 March 2023 (07:56:16 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1975.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
forecasting; reinforcement learning; power grid; planning and scheduling; uncertainty in AI; agent-based systems; deep learning; stochastic optimization
Online: 28 September 2023 (10:14:29 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0880.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
GHI forecasting; deep learning; LSTM; autoencoder; solar energy; aerosol
Online: 11 January 2024 (09:31:36 CET)
ARTICLE
|
doi:10.20944/preprints202201.0107.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Very short term load forecasting; VSTLF; Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; extreme gradient boosting, energy consumption; ARIMA; time series prediction.
Online: 10 January 2022 (12:17:35 CET)
ARTICLE
|
doi:10.20944/preprints202409.0983.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Time Series Analysis; Machine Learning Models; Deep Learning Forecasting; Supply Chain; LSTM
Online: 12 September 2024 (12:29:33 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1248.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
AI; Energy Price Forecasting; LSTM; DNN
Online: 20 November 2023 (14:03:57 CET)
ARTICLE
|
doi:10.20944/preprints202305.0975.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Load Forecasting; Long Short Term Memory; Temporal Convolution Networks; Multilayer Perceptron; Convolutional Neural Networks; CNN-LSTM; Convolutional LSTM Encoder- Decoder; Evaluation Metrics; Power Sector; Data Analysis
Online: 15 May 2023 (04:39:19 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1344.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Deep Transfer Learning; Electricity Load Forecasting; Multilayer Perceptron; Convolutional Neural Network; Ensemble Deep Learning; Multi-task Deep Learning; Exploratory Data Analysis
Online: 19 April 2024 (15:58:08 CEST)
ARTICLE
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
wind power forecasting; short-term prediction; hybrid deep learning; wind farm; long short term memory; gated recurrent network and convolutional layers
Online: 22 September 2020 (03:45:59 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1110.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; explainability; feature selection; Granger causality; health demand modelling; LSTM; multivariate time-series forecasting
Online: 22 March 2024 (07:31:07 CET)
ARTICLE
|
doi:10.20944/preprints202308.1979.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
deep learning; system engineering; stock price forecasting; aggregate dynamic behavior; generative adversarial network
Online: 30 August 2023 (03:03:52 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1240.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
Attention Mechanism; Stock Forecasting; Deep Learning; Technical Analysis Method; Lightweight Automated Stock Trading System
Online: 17 August 2023 (09:04:02 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0794.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
time-series analysis; time-Series forecasting; artificial intelligence; SARIMA; neural prophet model; Fb prophet model; evaluation parameters
Online: 13 November 2023 (09:03:43 CET)
ARTICLE
|
doi:10.20944/preprints202009.0491.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; KNN; energy consumption; energy-intensive manufacturing; time series prediction; industry
Online: 21 September 2020 (04:19:45 CEST)
ARTICLE
|
doi:10.20944/preprints202309.1565.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
photovoltaic power forecasting; deterministic forecasting; probability interval forecasting; ensemble learning; feature rise-dimensional method
Online: 22 September 2023 (11:37:45 CEST)
REVIEW
|
doi:10.20944/preprints201810.0098.v2
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
flood prediction; machine learning; forecasting
Online: 26 October 2018 (11:56:27 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1371.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
AI; Forecasting; RES
Online: 18 August 2023 (11:49:50 CEST)
ARTICLE
|
doi:10.20944/preprints202208.0345.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Deep learning; solar radiation forecasting; model prediction; solar energy; multi climates data; generalizability; sustainability; Long Short-Term Memory (LSTM); Gated Recurrent Unit (GRU); Convolutional Neural Network (CNN); Hybrid CNN-Bidirectional LSTM; LSTM Autoencoder
Online: 18 August 2022 (10:59:18 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0096.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; stacking; forecasting; regression; sales; time series
Online: 5 November 2018 (09:54:54 CET)
ARTICLE
|
doi:10.20944/preprints202406.1933.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Digital payments; machine learning models; forecasting; financial services
Online: 27 June 2024 (11:35:26 CEST)
REVIEW
|
doi:10.20944/preprints202309.1764.v2
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine-learning; Weather prediction; Climate prediction; Survey; Meteorological Forecasting
Online: 30 October 2023 (17:09:12 CET)
ARTICLE
|
doi:10.20944/preprints202103.0269.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
forecasting methods; statistical learning; high-frequency order book
Online: 9 March 2021 (12:24:12 CET)
ARTICLE
|
doi:10.20944/preprints202306.0240.v1
Subject:
Environmental And Earth Sciences,
Pollution
Keywords:
deep learning; PM10; environmental forecasting; chaotic time series; Arctic
Online: 5 June 2023 (05:04:24 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0693.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
wind energy; solar energy; renewable energy; machine learning; forecasting ensembles
Online: 9 August 2023 (10:56:29 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1321.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Energy Forecasting; Modeling; Electricity Mix; Machine Learning Algorithms
Online: 18 August 2023 (09:26:27 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1431.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Digital payments; machine learning models; forecasting; financial services
Online: 17 July 2024 (11:55:06 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1693.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Drought Forecasting; Machine Learning Algorithms; Mekong Delta; Water Resource Management; Vietnam
Online: 27 May 2024 (08:44:17 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0510.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Flood Early Warning; forecasting; hydrological extremes; Machine Learning; Andes
Online: 26 November 2021 (13:30:09 CET)
ARTICLE
|
doi:10.20944/preprints202203.0037.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
machine learning; neural network; forecasting system; western Pacific subtropical high.
Online: 2 March 2022 (07:41:45 CET)
ARTICLE
|
doi:10.20944/preprints202009.0228.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
multilayer perceptron; support vector machine; COVID19; SarsCov2; forecasting; machine learning; public health; pandemic
Online: 10 September 2020 (08:05:49 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1020.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Time series forecasting; LSTM; Bi-LSTM; Deep learning; ARIMA; SARIMA; Energy
Online: 15 May 2024 (10:49:00 CEST)
ARTICLE
|
doi:10.20944/preprints202405.0293.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
gamma knife radiosurgery (GKRS); brain metastasis; tumor dynamics forecasting; machine learning models; feature importance
Online: 6 May 2024 (10:47:26 CEST)
ARTICLE
|
doi:10.20944/preprints202408.0343.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
machine learning; predictive analytics; supply chain management; demand forecasting; inventory management; risk management; emerging technologies
Online: 5 August 2024 (13:47:00 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0616.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Cloud computing; Cloud resource usage optimization; Machine learning; Time series forecasting optimization; Cloud FinOps
Online: 9 September 2024 (08:43:26 CEST)
ARTICLE
|
doi:10.20944/preprints201707.0006.v1
Subject:
Computer Science And Mathematics,
Mathematics
Keywords:
Fuzzy forecasting, fuzzy-fluctuation trend, particle swarm optimization, fuzzy time series, fuzzy logical relationship
Online: 4 July 2017 (16:35:22 CEST)
ARTICLE
|
doi:10.20944/preprints201903.0131.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
energy consumption; prediction; machine learning models; deep learning models; 21 artificial intelligence (AI); computational intelligence (CI); forecasting; soft computing (SC)
Online: 11 March 2019 (10:09:33 CET)
ARTICLE
|
doi:10.20944/preprints202307.0789.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
accuracy; data-driven approach, feed forward neural network; gated recurrent unit; hyper-parameters tuning; long short-term memory; short-term demand forecasting
Online: 12 July 2023 (11:29:06 CEST)
ARTICLE
|
doi:10.20944/preprints202405.1157.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Federated Learning; Load Forecasting; Non-Stationary And Discontinous Time Series; Renewable Energy Community; Dynamic Portfolio
Online: 17 May 2024 (11:36:14 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0090.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence; machine learning; active learning; knowledge acquisition; explainable artificial intelligence; manufacturing; demand forecasting; smart assistant
Online: 5 October 2021 (15:23:46 CEST)
ARTICLE
|
doi:10.20944/preprints202408.2245.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
gamma knife radiosurgery (GKRS); brain metastasis; tumor dynamics forecasting; machine learning models; autoencoders
Online: 2 September 2024 (11:20:28 CEST)
ARTICLE
|
doi:10.20944/preprints202311.0806.v1
Subject:
Business, Economics And Management,
Accounting And Taxation
Keywords:
Forecasting; accounting; earnings
Online: 13 November 2023 (10:03:25 CET)
ARTICLE
|
doi:10.20944/preprints201609.0119.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
short-term load forecasting; radial basis function neural network; support vector regression; particle swarm optimization; adaptive annealing learning algorithm
Online: 29 September 2016 (12:22:20 CEST)
ARTICLE
|
doi:10.20944/preprints202310.2071.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
artificial neural network (ANN); Support Vector Machine (SVM); Support Vector Regression (SVR); Lightweight Gradient Boosting Machines (Light GBM); Machine Learning; Solar Irradiance (SI); solar forecasting
Online: 31 October 2023 (12:30:45 CET)
ARTICLE
|
doi:10.20944/preprints202111.0202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
solar energy; solar radiation prediction; hybrid machine learning; feature selection; feature extraction; classification algorithms; regression analysis; weather research and forecasting (WRF)
Online: 10 November 2021 (10:48:15 CET)
REVIEW
|
doi:10.20944/preprints202305.1534.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Predictive models; Weather research and forecasting (WRF); Solar irradiance forecasting; Solar PV power forecasting; Renewable energy sources.
Online: 23 May 2023 (02:32:03 CEST)
ARTICLE
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Artificial intelligence; machine learning; real-time probabilistic data; for cyber risk; super forecasting; red teaming;
Online: 12 April 2021 (12:18:14 CEST)
ARTICLE
|
doi:10.20944/preprints201710.0133.v3
Subject:
Engineering,
Civil Engineering
Keywords:
multi-step ahead forecasting; neural networks; random forests; stochastic vs machine learning models; support vector machines; time series
Online: 17 January 2019 (15:51:22 CET)
REVIEW
|
doi:10.20944/preprints202307.1298.v1
Subject:
Environmental And Earth Sciences,
Pollution
Keywords:
artificial neural networks; machine learning; environmental protection; air pollution; atmosphere; pollutants emission prediction; forecasting; data security
Online: 19 July 2023 (07:17:31 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1535.v1
Subject:
Health Policy And Services,
Public Health And Healthcare
Keywords:
Dengue fever; Machine learning; Climate forecasting; Negative Binomial Regression; SARIMAX; XGBoost; LSTM; Ba Ria Vung Tau; Vietnam
Online: 19 September 2024 (13:18:24 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0416.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
cocoa farmers; low-cost smart agriculture; remote sensors monitoring; water resources forecasting; YOLO; U-NET; deforestation; drought prevision; socio-technical transition
Online: 4 August 2023 (09:33:20 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0843.v1
Subject:
Business, Economics And Management,
Business And Management
Keywords:
textile; apparel; clothe; forecasting
Online: 13 September 2023 (08:56:58 CEST)
ARTICLE
|
doi:10.20944/preprints202409.1003.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
time series of forecasting errors; 3PL; logistics operator; demand forecasting; distribution channels
Online: 12 September 2024 (15:53:20 CEST)
ARTICLE
|
doi:10.20944/preprints202205.0386.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Lower upper bound estimation; random forest; feature selection; probabilistic forecasting; photovoltaic generation forecasting
Online: 30 May 2022 (05:10:06 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0387.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
forecasting; clustering; energy systems; classification
Online: 31 January 2020 (13:28:01 CET)
ARTICLE
|
doi:10.20944/preprints201810.0679.v1
Subject:
Physical Sciences,
Applied Physics
Keywords:
seismic forecasting; foreshocks; stochastic model
Online: 29 October 2018 (11:47:36 CET)
CASE REPORT
|
doi:10.20944/preprints202308.0535.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Machine Learning; Time-Series Forecasting; Demand Forecasting; PM Gati-Shakti; Ministry of Power; Delhi
Online: 7 August 2023 (10:45:42 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0135.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Energy consumption prediction; Time-series forecasting; Forecasting Building Energy Consumption; Long Short-Term memory
Online: 2 June 2023 (05:11:04 CEST)
ARTICLE
|
doi:10.20944/preprints202210.0004.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Electrical Power Grids; Fault Forecasting; Long Short-Term Memory; Time Series Forecasting; Wavelet Transform
Online: 3 October 2022 (10:36:14 CEST)
REVIEW
|
doi:10.20944/preprints202404.1667.v1
Subject:
Business, Economics And Management,
Finance
Keywords:
Machine Learning (ML); Bond Market Analysis; FinTech; Supervised Learning; Unsupervised Learning; Neural Networks; Deep Learning; Time Series Analysis; Bond Market Forecasting; Risk Management in Finance; Algorithmic Trading; Data Preprocessing in Finance; Model Overfitting
Online: 25 April 2024 (11:20:21 CEST)
ARTICLE
|
doi:10.20944/preprints202409.0093.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Weather Research and Forecasting (WRF) model; wildfire weather; Diablo winds; ensemble weather forecasting; power utility
Online: 2 September 2024 (10:45:14 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0037.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
photovoltaic generation forecast; probabilistic forecast; prediction interval; ensemble forecast; day ahead forecasting; multiple PV forecasting
Online: 4 October 2021 (09:55:37 CEST)
REVIEW
|
doi:10.20944/preprints201812.0217.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Intelligent Load Forecasting; Demand-Side Management; Pattern Similarity; Hierarchical Forecasting; Feature Selection; Weather Station Selection
Online: 18 December 2018 (10:38:10 CET)
ARTICLE
|
doi:10.20944/preprints202408.1261.v1
Subject:
Business, Economics And Management,
Economics
Keywords:
Financial econometrics; Artificial intelligence; Forecasting; GVC
Online: 16 August 2024 (17:09:12 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1867.v1
Online: 26 January 2024 (08:58:28 CET)
ARTICLE
|
doi:10.20944/preprints202209.0092.v1
Subject:
Social Sciences,
Political Science
Keywords:
elections; time series; forecasting; Chile; ARIMA
Online: 6 September 2022 (12:40:50 CEST)
ARTICLE
|
doi:10.20944/preprints202202.0143.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
photovoltaic (PV) power forecast; multiple PV forecasting; short-term PV forecasting; motion estimation; optical flow; smart grid
Online: 10 February 2022 (02:22:32 CET)
ARTICLE
|
doi:10.20944/preprints202407.1974.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Rating Systems; Elo; Stochastic Processes; Sports Forecasting
Online: 25 July 2024 (11:01:41 CEST)
ARTICLE
|
doi:10.20944/preprints202406.1550.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
electricity forecasting model; deep learning; computational intelligence
Online: 21 June 2024 (16:54:00 CEST)
ARTICLE
|
doi:10.20944/preprints202308.2129.v1
Subject:
Public Health And Healthcare,
Health Policy And Services
Keywords:
epidemiology; COVID-19; agent-based model; forecasting
Online: 31 August 2023 (09:37:07 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0599.v1
Subject:
Biology And Life Sciences,
Animal Science, Veterinary Science And Zoology
Keywords:
Swine; mortality; data-wrangling; forecasting; machine-learning
Online: 10 July 2023 (10:40:52 CEST)
ARTICLE
|
doi:10.20944/preprints202305.2114.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
hailstorm; convective environment; statistical correlation; hail forecasting
Online: 30 May 2023 (10:36:08 CEST)
ARTICLE
|
doi:10.20944/preprints202204.0295.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Forecasting; SARIMA; Holt-Winters; Climate; Big Data
Online: 29 April 2022 (08:44:28 CEST)
ARTICLE
|
doi:10.20944/preprints201810.0625.v2
Subject:
Environmental And Earth Sciences,
Remote Sensing
Keywords:
terrestrial modeling; real-time forecasting/monitoring; workflows
Online: 16 November 2018 (08:06:18 CET)
ARTICLE
|
doi:10.20944/preprints201708.0086.v1
Subject:
Computer Science And Mathematics,
Data Structures, Algorithms And Complexity
Keywords:
seasonality; forecasting; pull and push models; denoising
Online: 25 August 2017 (08:21:40 CEST)
ARTICLE
|
doi:10.20944/preprints201609.0031.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
electricity price forecasting; ensemble model; expert selection
Online: 8 September 2016 (11:52:52 CEST)
ARTICLE
|
doi:10.20944/preprints202408.1084.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
flood; river streamflow forecasting; long sequence time series forecasting (LSTF); deep learning; transformers; attention mechanism; Informer model
Online: 16 August 2024 (03:36:37 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0692.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multi-objective genetic algorithms; neural networks; forecasting models; ensemble models; prediction intervals; probabilistic forecasting; day-ahead energy markets.
Online: 9 January 2024 (10:16:12 CET)
ARTICLE
|
doi:10.20944/preprints202312.1231.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
non-renewable energy sources; energy demand forecasting; natural gas consumption and production forecasting; LNG import; natural gas industry; India
Online: 18 December 2023 (06:13:54 CET)
REVIEW
|
doi:10.20944/preprints202304.0917.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Predictive models; Weather research and forecasting (WRF); Uncertainty; Wind forecasting; Ultra short term and Short term; Wind power generation
Online: 25 April 2023 (10:10:36 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1807.v1
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
Drought forecasting; Standardized Precipitation Index; CEEMDAN; hybrid model
Online: 24 July 2024 (07:14:47 CEST)
ARTICLE
|
doi:10.20944/preprints202312.0581.v1
Subject:
Engineering,
Other
Keywords:
Artificial Intelligence; Load Forecasting; Feature Selection; Outlier Rejection
Online: 8 December 2023 (12:42:36 CET)
ARTICLE
|
doi:10.20944/preprints202310.1799.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
stochastic processes; time series; ARIMA; ODE; price forecasting
Online: 30 October 2023 (07:37:48 CET)
ARTICLE
|
doi:10.20944/preprints202309.1191.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
prophet; LSTM; GRU; meteorological data; electricity consumption forecasting
Online: 19 September 2023 (08:33:08 CEST)
ARTICLE
|
doi:10.20944/preprints201911.0149.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
car sharing; forecasting; machine learning; socio-demographic; weather
Online: 13 November 2019 (12:31:49 CET)
ARTICLE
|
doi:10.20944/preprints201811.0010.v1
Subject:
Physical Sciences,
Optics And Photonics
Keywords:
forecasting; complex dynamics; fiber laser; chaos; ordinal patterns
Online: 2 November 2018 (04:21:25 CET)
ARTICLE
|
doi:10.20944/preprints201808.0163.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
traffic flow forecasting; cluster computing; LSTM neural networks
Online: 8 August 2018 (08:50:09 CEST)
ARTICLE
|
doi:10.20944/preprints201801.0216.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Electricity Demand; ANN; PSO; GA; Hybrid Optimization; Forecasting
Online: 23 January 2018 (15:30:10 CET)
ARTICLE
|
doi:10.20944/preprints201711.0190.v2
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
electricity demand; ANN; PSO; GA; hybrid optimization; forecasting
Online: 16 January 2018 (07:44:04 CET)
ARTICLE
|
doi:10.20944/preprints201710.0053.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
ARIMA; forecasting; fuzzy partition; fuzzy transform; time series
Online: 9 October 2017 (16:58:43 CEST)
ARTICLE
|
doi:10.20944/preprints201905.0079.v1
Subject:
Engineering,
Civil Engineering
Keywords:
machine learning, computational fluid dynamics (CFD), hybrid model, adaptive neuro-fuzzy inference system (ANFIS), artificial intelligence, big data, prediction, forecasting, optimization, hydrodynamics, fluid dynamics, soft computing, computational intelligence, computational fluid mechanics
Online: 7 May 2019 (11:30:56 CEST)
REVIEW
|
doi:10.20944/preprints201812.0235.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Intelligent Load Forecasting 1; Demand-Side Management 2; Pattern Similarity 3; Hierarchical Forecasting 4; Feature Selection 5; Weather Station Selection 6
Online: 19 December 2018 (12:19:14 CET)
ARTICLE
|
doi:10.20944/preprints202407.0391.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
dual carbon target; load forecasting; KOA; BiTCN-BiGRU-Attention
Online: 4 July 2024 (11:18:24 CEST)
ARTICLE
|
doi:10.20944/preprints202406.0720.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
optimization; MV network configuration; power losses; forecasting; renewable energy
Online: 12 June 2024 (02:46:11 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1024.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
transformer; linear network; time series forecasting; state space model
Online: 16 April 2024 (10:29:34 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0623.v1
Subject:
Computer Science And Mathematics,
Computational Mathematics
Keywords:
Bayesian forecasting; stochastic simulation; parameter uncertainty; two-level simulation
Online: 9 May 2023 (09:24:32 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0518.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
aquaculture water quality; dissolved oxygen (DO); forecasting; EEMD; LSTM
Online: 22 September 2020 (10:02:09 CEST)