Recurring Multi-layer Moving Window Approach to Forecast Day-ahead and Week-ahead Load Demand Considering Weather Conditions

Recurring Multi-layer Moving Window Approach to Forecast Day-ahead and Week-ahead Load Demand Considering Weather Conditions

<p dir="ltr">The incorporation of weather variables is crucial in developing an effective demand forecasting model because electricity demand is strongly influenced by weather conditions. The dependence of demand on weather conditions may change with time during a day. Therefore, the...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Dao H. Vu (19517236) (author)
مؤلفون آخرون:	Kashem M. Muttaqi (19517239) (author), Ashish P. Agalgaonkar (19517242) (author), Arian Zahedmanesh (19517245) (author), Abdesselam Bouzerdoum (17900021) (author)
منشور في:	2022
الموضوعات:	Engineering Electronics, sensors and digital hardware Information and computing sciences Data management and data science Machine learning Autoregressive (AR) model load forecasting multi-layer moving window Pearson correlation Spearman correlation Predictive models Meteorology Load modeling Demand forecasting Australia Adaptation models Correlation
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Exploring urban growth–climate change–flood risk nexus in fast growing cities
حسب: Salah Basem Ajjur (14150967)
منشور في: (2022)

Deep Learning-Based Short-Term Load Forecasting Approach in Smart Grid With Clustering and Consumption Pattern Recognition
حسب: Dabeeruddin Syed (16864260)
منشور في: (2021)

A Multiprocessing-Based Sensitivity Analysis of Machine Learning Algorithms for Load Forecasting of Electric Power Distribution System
حسب: Ameema Zainab (16864263)
منشور في: (2021)

Inductive Transfer and Deep Neural Network Learning-Based Cross-Model Method for Short-Term Load Forecasting in Smarts Grids
حسب: Dabeeruddin Syed (16864260)
منشور في: (2023)

Short-Term Load Forecasting in Active Distribution Networks Using Forgetting Factor Adaptive Extended Kalman Filter
حسب: Mena S. ElMenshawy (17983807)
منشور في: (2023)

Household-Level Energy Forecasting in Smart Buildings Using a Novel Hybrid Deep Learning Model
حسب: Dabeeruddin Syed (16864260)
منشور في: (2021)

Stochastic forecasting of COVID-19 daily new cases across countries with a novel hybrid time series model
حسب: Chakraborty, Tanujit
منشور في: (2022)

Distributed Tree-Based Machine Learning for Short-Term Load Forecasting With Apache Spark
حسب: Ameema Zainab (16864263)
منشور في: (2021)

High frequency volatility forecasting and risk assessment using neural networks-based heteroscedasticity model
حسب: Aryan, Bhambu
منشور في: (2025)

One Dimensional Seismic Site Response Analysis of United Arab Emirates
حسب: Eltayeb, Ahmed Mohamed Zaroug
منشور في: (2021)

ECP: Error-Aware, Cost-Effective and Proactive Network Slicing Framework
حسب: Amr E. Aboeleneen (19237135)
منشور في: (2024)

Day-Ahead Load Demand Forecasting in Urban Community Cluster Microgrids Using Machine Learning Methods
حسب: Sivakavi Naga Venkata Bramareswara Rao (15944992)
منشور في: (2022)

An Effective Hybrid NARX-LSTM Model for Point and Interval PV Power Forecasting
حسب: Mohamed Massaoudi (16888710)
منشور في: (2021)

An overview of load demand and price forecasting methodologies
حسب: Kourtis, George
منشور في: (2011)

One-Hour-Ahead Wind Power Forecast Using Hybrid Grey Models
حسب: Osman, Ahmed
منشور في: (2016)

Investigating the Effect of Patient-Related Factors on Computed Tomography Radiation Dose Using Regression and Correlation Analysis
حسب: AlShurbaji, Mohammad
منشور في: (2024)

Brain Region-Based Vigilance Assessment Using Electroencephalography and Eye Tracking Data Fusion
حسب: Abu Farha, Nadia
منشور في: (2022)

Optimal Energy Dispatch Engine for PV-DG-ESS Hybrid Power Plants Considering Battery Degradation and Carbon Emissions
حسب: Laith Kanaan (21632714)
منشور في: (2023)

Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting
حسب: Panja, Madhurima
منشور في: (2023)

Multi-Label Image Classification by Feature Attention Network
حسب: Zheng Yan (194231)
منشور في: (2019)

High frequency volatility forecasting and risk assessment using neural networks-based heteroscedasticity model
حسب: Aryan Bhambu (18767731)
منشور في: (2025)

Convergence of Photovoltaic Power Forecasting and Deep Learning: State-of-Art Review
حسب: Mohamed Massaoudi (16888710)
منشور في: (2021)

A Multi-Feature Based Approach Incorporating Variable Thresholds for Detecting Price Spikes in the National Electricity Market of Australia
حسب: Dao H. Vu (19570225)
منشور في: (2021)

The impact of Twitter-based sentiment on US sectoral returns
حسب: Zeitun, Rami
منشور في: (2022)

Intelligent Fusion of Deep Features for Improved Waste Classification
حسب: Kashif Ahmad (12592762)
منشور في: (2020)

Modeling and forecasting electricity consumption amid the COVID-19 pandemic: Machine learning vs. nonlinear econometric time series models
حسب: Lanouar, Charfeddine
منشور في: (2023)

Using Machine Learning Models for Inpatient Bed Demand Forecasting in the UAE Hospitals
حسب: Sheiko, Rahaf Abdulla
منشور في: (2024)

Experimental Analysis of High Temperature Shape Memory Polymers for Deployable Structures
حسب: ElMaoud, Mohamad Youssef
منشور في: (2019)

Heuristic Algorithm for Obtaining Approximate Optimum Stratification With Mixture of Ratio and Product Estimators
حسب: S. E. H. Rizvi (22052105)
منشور في: (2024)

Exploiting the Spatio-Temporal Patterns in IoT Data to Establish a Dynamic Ensemble of Distributed Learners
حسب: Mehdi Mohammadi (5024105)
منشور في: (2018)

The Dynamic Conditional Correlation and Volatility Linkages between Green and Conventional Bonds: Empirical Evidence on a Global level.
حسب: Shbib, Ala
منشور في: (2020)

Correlation between anthropometric measurements and graft size in anterior cruciate ligament reconstruction: a systematic review and meta-analysis
حسب: Loay A. Salman (14150322)
منشور في: (2023)

A Comprehensive Review of Digital Twin Technology in Building Energy Consumption Forecasting
حسب: Maissa Boukaf (22282279)
منشور في: (2024)

Bond Slip Behavior Under Elevated Temperatures for Cfrp & Gfrp Strengthened Beams
حسب: Salameh, Aseel Khaled
منشور في: (2025)

Wireless Networks Physical Layer Security Analysis and Improvement
حسب: Eldokmak, Youssef Mohamed Abdelfattah
منشور في: (2022)

Electric Buses in Hot Climates: Challenges, Technologies, and the Road Ahead
حسب: Rafah A. Alarrouqi (19198033)
منشور في: (2024)

Fluoroscopic 3D Image Generation from Patient-Specific PCA Motion Models Derived from 4D-CBCT Patient Datasets: A Feasibility Study
حسب: Dhou, Salam
منشور في: (2022)

Analysis of demand for air travel in Lebanon. (c2009)
حسب: Karaky, Rashad
منشور في: (2009)

Short-term Wind Power Prediction
حسب: Marzbani, Fatemeh
منشور في: (2014)

Integration of Artificial Intelligence in E-Procurement of the Hospitality Industry: A Case Study in the UAE
حسب: Mathew, Elezabeth
منشور في: (2020)