Daily load forecasting of urban gas based on GRA-ABC-BPNN model

Daily load forecasting of urban gas based on GRA-ABC-BPNN model

Urban gas load forecasting is of great significance for rationally and efficiently deploying gas resources and solving the problem of gas consumption by urban gas users. Herein, the 11 identified influencing factors of the daily gas load were analyzed through the Gray Relation Analysis (GRA) method...

Full description

Bibliographic Details
Main Authors:	Rongge XIAO, Bo LIU, Qinxue WANG, Haiwei LIN
Format:	Article
Language:	zho
Published:	Editorial Office of Oil & Gas Storage and Transportation 2022-08-01
Series:	You-qi chuyun
Subjects:	daily gas load forecasting back propagation neural network (bpnn) artificial bee colony grey relation analysis genetic algorithm
Online Access:	http://yqcy.xml-journal.net/cn/article/doi/10.6047/j.issn.1000-8241.2022.08.015

Similar Items

Short-Term Load Forecasting Based on the CEEMDAN-Sample Entropy-BPNN-Transformer
by: Shichao Huang, et al.
Published: (2022-05-01)

Hybrid LSTM–BPNN-to-BPNN Model Considering Multi-Source Information for Forecasting Medium- and Long-Term Electricity Peak Load
by: Bingjie Jin, et al.
Published: (2022-10-01)

FACE RECOGNITION BY USING NEURAL NETWORK
by: Somya Rastogi, et al.
Published: (2019-08-01)

Random Search Hyperparameter Optimization for BPNN to Forecasting Cattle Population
by: Khotimah Bain Khusnul, et al.
Published: (2024-01-01)

Dam deformation analysis based on BPNN merging models
by: Jingui Zou, et al.
Published: (2018-04-01)

Proof of concept: Predicting distress in cancer patients using back propagation neural network (BPNN)
by: Schulze Jan Ben, et al.
Published: (2023-08-01)

Multi-Sensor Data Fusion for Remaining Useful Life Prediction of Machining Tools by IABC-BPNN in Dry Milling Operations
by: Min Liu, et al.
Published: (2020-08-01)

Solar Energy Forecasting in Short Term Based on the ASO-BPNN Model
by: Huazhen Cao, et al.
Published: (2022-05-01)

Fault diagnosis of transformer oil-paper bushings in PSO-BPNN algorithm based on ADASYN data balancing
by: YANG Hao, et al.
Published: (2024-03-01)

Forecasting the seasonality and trend of pulmonary tuberculosis in Jiangsu Province of China using advanced statistical time-series analyses
by: Liu Q, et al.
Published: (2019-07-01)

A novel hybrid BPNN model based on adaptive evolutionary Artificial Bee Colony Algorithm for water quality index prediction
by: Lingxuan Chen, et al.
Published: (2023-02-01)

Day-Ahead Natural Gas Demand Forecasting Using Optimized ABC-Based Neural Network with Sliding Window Technique: The Case Study of Regional Basis in Turkey
by: Mustafa Akpinar, et al.
Published: (2017-06-01)

Forecasting the daily energy load schedule of working days using meteofactors for the central power system of Mongolia
by: A. G. Rusina, et al.
Published: (2022-06-01)

BPNN Optimization With Genetic Algorithm For Classification of Tobacco Leaves With GLCM Extraction Features
by: Kristhina Evandari, et al.
Published: (2023-03-01)

BPNN-Based Behavioral Modeling of the S-Parameter Variation Characteristics of PAs with Frequency at Different Temperatures
by: Zhao He, et al.
Published: (2022-10-01)

Estimates of Energy Consumption Using Neural Networks with the Grey Wolf Optimizer Algorithm for Turkey
by: Ergun UZLU
Published: (2019-06-01)

Spatiotemporal LUCC Simulation under Different RCP Scenarios Based on the BPNN_CA_Markov Model: A Case Study of Bamboo Forest in Anji County
by: Zihao Huang, et al.
Published: (2020-12-01)

Applying Rprop Neural Network for the Prediction of the Mobile Station Location
by: Jium-Ming Lin, et al.
Published: (2011-04-01)

LOAD FORECASTING FOR POWER SYSTEM PLANNING AND OPERATION USING ARTIFICIAL NEURAL NETWORK AT AL BATINAH REGION OMAN
by: HUSSEIN A. ABDULQADER, et al.
Published: (2012-08-01)

A Comparison of BPNN, GMDH, and ARIMA for Monthly Rainfall Forecasting Based on Wavelet Packet Decomposition
by: Wenchuan Wang, et al.
Published: (2021-10-01)

Image Steganalysis in Frequency Domain Using Co-Occurrence Matrix and Bpnn
by: Isamadeen A. Khalifa, et al.
Published: (2019-03-01)

Precipitation forecast of the Wujiang River Basin based on artificial bee colony algorithm and backpropagation neural network
by: Yongtao Wang, et al.
Published: (2020-06-01)

Development of prediction models for evaluation of alkali-silica reaction in concrete
by: Farhad Aslani, et al.
Published: (2023-12-01)

Empowering Greenhouse Cultivation: Dynamic Factors and Machine Learning Unite for Advanced Microclimate Prediction
by: Wei Sun, et al.
Published: (2023-10-01)

Using ANFIS and BPNN Methods to Predict the Unfrozen Water Content of Saline Soil in Western Jilin, China
by: Yufeng Liu, et al.
Published: (2018-12-01)

Daily Peak-Valley Electric-Load Forecasting Based on an SSA-LSTM-RF Algorithm
by: Yaoying Wang, et al.
Published: (2023-12-01)

Indoor Visible Light Positioning Algorithm based on BPNN-MLR
by: Ling QIN, et al.
Published: (2022-04-01)

SOLAR PHOTOVOLTAIC OUTPUT POWER FORECASTING USING BACK PROPAGATION NEURAL NETWORK
by: B. Jency Paulin, et al.
Published: (2016-01-01)

Load Forecasting Models in Smart Grid Using Smart Meter Information: A Review
by: Fanidhar Dewangan, et al.
Published: (2023-01-01)

Multiscale Spatial Polygonal Object Granularity Factor Matching Method Based on BPNN
by: Daoye Zhu, et al.
Published: (2021-02-01)

A Double-Layer Vehicle Speed Prediction Based on BPNN-LSTM for Off-Road Vehicles
by: Jichao Liu, et al.
Published: (2023-07-01)

Performance Analysis of Four Decomposition-Ensemble Models for One-Day-Ahead Agricultural Commodity Futures Price Forecasting
by: Deyun Wang, et al.
Published: (2017-09-01)

A Real-Time Data Analysis Platform for Short-Term Water Consumption Forecasting with Machine Learning
by: Aida Boudhaouia, et al.
Published: (2021-09-01)

Hot-start Strategy Based on POD-BPNN Model and Its Application in Aerodynamic Surrogate-based Optimization
by: JIA Xuyi, et al.
Published: (2022-10-01)

PKBPNN-Based Tracking Range Extending Approach for TMR Magnetic Tracking System
by: Bowen Lv, et al.
Published: (2019-01-01)

Comparison of Back-Propagation Neural Network, LACE Index and HOSPITAL Score in Predicting All-Cause Risk of 30-Day Readmission
by: Lin C, et al.
Published: (2021-09-01)

Measurement of Bitcoin Daily and Monthly Price Prediction Error Using Grey Model, Back Propagation Artificial Neural Network and Integrated model of Grey Neural Network
by: Mahdi Madanchi Zaj, et al.
Published: (2022-07-01)

A Group Resident Daily Load Forecasting Method Fusing Self-Attention Mechanism Based on Load Clustering
by: Jie Cao, et al.
Published: (2023-01-01)

Load forecasting of electric vehicle charging station based on grey theory and neural network
by: Jiawei Feng, et al.
Published: (2021-11-01)

Daily Load Forecasting Based on a Combination of Classification and Regression Tree and Deep Belief Network
by: Pyae Pyae Phyo, et al.
Published: (2021-01-01)