Works matching DE "ENERGY consumption forecasting"

Results: 413

Building Power Demand and Energy Consumption Forecasting Using a Data-Driven Model: a Case Study in a Student Hostel.

Published in:

International Energy Journal, 2025, v. 25, n. 1, p. 41

By:

Sukri, Mohamad Firdaus;
Jali, Mohd Hafiz;
Abdul Kadir, Aida Fazliana;
Sulaima, Mohamad Fani;
Tahir, Musthafah Mohd

Publication type:

Article

Evaluating the Impact of Frequency Decomposition Techniques on LSTM-Based Household Energy Consumption Forecasting.

Published in:

Energies (19961073), 2025, v. 18, n. 10, p. 2507, doi. 10.3390/en18102507

By:

Taktak, Maissa;
Derbel, Faouzi

Publication type:

Article

Using connectionist systems for electric energy consumption forecasting in shopping centers.

Published in:

Automation & Remote Control, 2012, v. 73, n. 6, p. 1075, doi. 10.1134/S0005117912060124

By:

Kamaev, V.;
Shcherbakov, M.;
Panchenko, D.;
Shcherbakova, N.;
Brebels, A.

Publication type:

Article

Multistep energy consumption forecasting by metaheuristic optimization of time‐series analysis and machine learning.

Published in:

International Journal of Energy Research, 2021, v. 45, n. 3, p. 4581, doi. 10.1002/er.6125

By:

Chou, Jui‐Sheng;
Truong, Dinh‐Nhat

Publication type:

Article

Machine learning‐based energy consumption clustering and forecasting for mixed‐use buildings.

Published in:

International Journal of Energy Research, 2020, v. 44, n. 12, p. 9659, doi. 10.1002/er.5523

By:

Culaba, Alvin B.;
Del Rosario, Aaron Jules R.;
Ubando, Aristotle T.;
Chang, Jo‐Shu

Publication type:

Article

Power generation expansion planning with adaptive simulated annealing genetic algorithm.

Published in:

International Journal of Energy Research, 2006, v. 30, n. 14, p. 1188, doi. 10.1002/er.1214

By:

Yildirim, Mehmet;
Erkan, Kadir;
Ozturk, Semra

Publication type:

Article

Design of decision-making support system in power grid dispatch control based on the forecasting of energy consumption.

Published in:

Cogent Engineering, 2022, v. 9, n. 1, p. 1, doi. 10.1080/23311916.2022.2026554

By:

Kalantayevskaya, Natalya;
Koshekov, Kairat;
Latypov, Sergey;
Savostin, Alexey;
Murat, Kunelbayev

Publication type:

Article

A state of the art review on the prediction of building energy consumption using data-driven technique and evolutionary algorithms.

Published in:

Building Services Engineering Research & Technology, 2020, v. 41, n. 1, p. 108, doi. 10.1177/0143624419843647

By:

Li, Kangji;
Xue, Wenping;
Tan, Gang;
Denzer, Anthony S

Publication type:

Article

Forecasting of energy consumption rate and battery stress under real-world traffic conditions using ANN model with different learning algorithms.

Published in:

AIMS Energy, 2025, v. 13, n. 1, p. 1, doi. 10.3934/energy.2025005

By:

Geetha, Anbazhagan;
Usha, S.;
Santhakumar, J.;
Salkuti, Surender Reddy

Publication type:

Article

A review of the influencing factors of building energy consumption and the prediction and optimization of energy consumption.

Published in:

2025

By:

Ma, Zhongjiao;
Yan, Zichun;
He, Mingfei;
Zhao, Haikuan;
Song, Jialin

Publication type:

Literature Review

Optimization of tertiary building passive parameters by forecasting energy consumption based on artificial intelligence models and using ANOVA variance analysis method.

Published in:

AIMS Energy, 2023, v. 11, n. 5, p. 795, doi. 10.3934/energy.2023039

By:

Lairgi, Lamya;
Lagtayi, Rachid;
Lairgi, Yassir;
Daya, Abdelmajid;
Elotmani, Rabie;
Khouya, Ahmed;
Touzani, Mohammed

Publication type:

Article

Data-driven predictive models for daily electricity consumption of academic buildings.

Published in:

AIMS Energy, 2020, v. 8, n. 5, p. 783, doi. 10.3934/energy.2020.5.783

By:

Hung, Ngo Thai

Publication type:

Article

Automated power supply control system for a food industry enterprise using a photovoltaic plant and energy storage.

Published in:

Ukrainian Journal of Food Science, 2022, v. 10, n. 2, p. 184, doi. 10.24263/2310-1008-2022-10-2-8

By:

Baliuta, Serhii;
Zinkevych, Petro

Publication type:

Article

Оцінка енергоспоживання будівель на основі енергетичного моделювання з врахуванням мінливості природного повітрообміну.

Published in:

Refrigeration Engineering & Technology, 2024, v. 60, n. 3, p. 289, doi. 10.15673/ret.v60i3.2950

By:

Білоус, І. Ю.;
Гетманчук, Г. О.;
Гурєєв, М. В.

Publication type:

Article

Forecasting Renewable Energy Consumption Using a Novel Fractional Grey Reverse Accumulation Model.

Published in:

Systems, 2025, v. 13, n. 1, p. 51, doi. 10.3390/systems13010051

By:

Zhang, Yipeng;
Wang, Huiping

Publication type:

Article

Integrated multistep Markov-based velocity predictor of energy consumption prediction model for battery electric vehicles.

Published in:

Transportmetrica B: Transport Dynamics, 2021, v. 9, n. 1, p. 399, doi. 10.1080/21680566.2020.1867664

By:

Guo, Jianhua;
Jiang, Yu;
Liu, Cui;
Zhao, Di;
Yu, Yuanbin

Publication type:

Article

China's Current Energy Policy: Dependencies and Contradictions.

Published in:

Polish Journal of Environmental Studies, 2023, v. 32, n. 4, p. 3663, doi. 10.15244/pjoes/163564

By:

Mingming Li;
Kolpak, Eugeny;
Zhukov, Pavel;
Gukasyan, Gurgen;
Zuñiga, Patricio Federico Lewis

Publication type:

Article

Energy Usage Forecasting Model Based on Long Short-Term Memory (LSTM) and eXplainable Artificial Intelligence (XAI).

Published in:

Information (2078-2489), 2023, v. 14, n. 5, p. 265, doi. 10.3390/info14050265

By:

Maarif, Muhammad Rifqi;
Saleh, Arif Rahman;
Habibi, Muhammad;
Fitriyani, Norma Latif;
Syafrudin, Muhammad

Publication type:

Article

Probabilistic Forecasting of Residential Energy Consumption Based on SWT-QRTCN-ADSC-NLSTM Model.

Published in:

Information (2078-2489), 2023, v. 14, n. 4, p. 231, doi. 10.3390/info14040231

By:

Jin, Ning;
Song, Linlin;
Huang, Gabriel Jing;
Yan, Ke

Publication type:

Article

Improved energy efficiency in D2D healthcare communication.

Published in:

International Journal of Advances in Soft Computing & Its Applications, 2023, v. 15, n. 3, p. 110, doi. 10.15849/IJASCA.230720.08

By:

Ben Abdennour, Anouar;
BenHamed, Toufik;
Kabaou, Mohamed Ouwais;
Rhaimi, Belgacem Chibani

Publication type:

Article

Improved energy efficiency in D2D healthcare communication.

Published in:

International Journal of Advances in Soft Computing & Its Applications, 2023, v. 15, n. 2, p. 110, doi. 10.15849/IJASCA.230720.08

By:

Abdennour, Anouar Ben;
BenHamed, Toufik;
Kabaou, Mohamed Ouwais;
Rhaimi, Belgacem Chibani

Publication type:

Article

A combination approach based on seasonal adjustment method and echo state network for energy consumption forecasting in USA.

Published in:

Energy Efficiency (1570646X), 2020, v. 13, n. 7, p. 1505, doi. 10.1007/s12053-020-09897-x

By:

Qin, Lan;
Li, Weide

Publication type:

Article

Improving Demand‐Side Energy Management With Energy Advisor Using Machine Learning.

Published in:

Journal of Electrical & Computer Engineering, 2024, v. 2024, p. 1, doi. 10.1155/2024/6339681

By:

Nigar, Natasha;
Shahzad, Muhammad Kashif;
Faisal, Hafiz Muhammad;
Ajagbe, Sunday Adeola;
Adigun, Matthew O.;
F. F. Areed, Nihal

Publication type:

Article

Novel multivariate compositional data's model for structurally analyzing sub-industrial energy consumption with economic data.

Published in:

Neural Computing & Applications, 2021, v. 33, n. 8, p. 3713, doi. 10.1007/s00521-020-05227-5

By:

Chen, Hui;
Xiao, Xinping;
Wen, Jianghui

Publication type:

Article

Incorporating the effects of hike in energy prices into energy consumption forecasting: a fuzzy expert system.

Published in:

Neural Computing & Applications, 2013, v. 23, p. 153, doi. 10.1007/s00521-012-1282-x

By:

Majazi Dalfard, V.;
Nazari Asli, M.;
Nazari-Shirkouhi, S.;
Sajadi, S. M.;
Asadzadeh, S. M.

Publication type:

Article

Deep learning-based power usage effectiveness optimization for IoT-enabled data center.

Published in:

Peer-to-Peer Networking & Applications, 2024, v. 17, n. 3, p. 1702, doi. 10.1007/s12083-024-01663-5

By:

Sun, Yu;
Wang, Yanyi;
Jiang, Gaoxiang;
Cheng, Bo;
Zhou, Haibo

Publication type:

Article

Analysing and forecasting the energy consumption of healthcare facilities in the short and medium term. A case study.

Published in:

Operations Research & Decisions, 2024, v. 34, n. 3, p. 165, doi. 10.37190/ord240309

By:

Koç, Ali;
Seçkiner, Serap Ulusam

Publication type:

Article

Flexible process planning based on predictive models for machining time and energy consumption.

Published in:

International Journal of Advanced Manufacturing Technology, 2023, v. 128, n. 3/4, p. 1763, doi. 10.1007/s00170-023-12027-3

By:

Chu, Hongyan;
Dong, Ke;
Yan, Jun;
Li, Zhuoran;
Liu, Zhifeng;
Cheng, Qiang;
Zhang, Caixia

Publication type:

Article

An empirical method for forecasting energy consumption in material extrusion.

Published in:

International Journal of Advanced Manufacturing Technology, 2023, v. 127, n. 5/6, p. 2911, doi. 10.1007/s00170-023-11646-0

By:

Quarto, Mariangela

Publication type:

Article

Load Forecasting Model Using LSTM for Indian State Load Dispatch Centre.

Published in:

Electrica, 2024, v. 24, n. 3, p. 601, doi. 10.5152/electrica.2024.23158

By:

Bareth, Rashmi;
Kochar, Matushree;
Yadav, Anamika;
Pazoki, Mohammad

Publication type:

Article

Derin Öğrenme (1D-CNN, RNN, LSTM, BiLSTM) ile Enerji Tüketim Tahmini: Diyarbakır AVM Örneği.

Published in:

Dicle University Journal of Engineering / Dicle Üniversitesi Mühendislik Dergisi, 2024, v. 15, n. 2, p. 311, doi. 10.24012/dumf.1415055

By:

Berus, Yusuf;
Yakut, Yurdagül Benteşen

Publication type:

Article

Time-Series Forecasting Models for Smart Meters Data: An Empirical Comparison and Analysis.

Published in:

Journal Européen des Systèmes Automatisés, 2024, v. 57, n. 5, p. 1419, doi. 10.18280/jesa.570517

By:

Moustati, Imane;
Gherabi, Noreddine;
Saadi, Mostafa

Publication type:

Article

Optimization of Deep Reservoir Computing with Binary Genetic Algorithm for Multi-Time Horizon Forecasting of Power Consumption.

Published in:

Journal Européen des Systèmes Automatisés, 2022, v. 55, n. 6, p. 701, doi. 10.18280/jesa.550602

By:

Bendali, Wadie;
Saber, Ikram;
Boussetta, Mohammed;
Bourachdi, Bensalem;
Mourad, Youssef

Publication type:

Article

Модель прогнозування обсягів споживання електроенергії з використанням алгоритму «випадковий ліс».

Published in:

Èlektronnoe Modelirovanie, 2025, v. 47, n. 2, p. 48, doi. 10.15407/emodel.47.02.048

By:

Клюзко, О. І.

Publication type:

Article

Validation of a Computer Code for the Energy Consumption of a Building, with Application to Optimal Electric Bill Pricing.

Published in:

Econometrics (2225-1146), 2022, v. 10, n. 4, p. 34, doi. 10.3390/econometrics10040034

By:

Keller, Merlin;
Damblin, Guillaume;
Pasanisi, Alberto;
Schumann, Mathieu;
Barbillon, Pierre;
Ruggeri, Fabrizio;
Parent, Eric

Publication type:

Article

Energy Forecasting for Planners (Book Review).

Published in:

1983

By:

Norton, P. Andrew

Publication type:

Book Review

Sustainable Campus Policy Strategy in Estimating CO<sub>2</sub> Emissions at the Universitas Negeri Semarang, Indonesia.

Published in:

Nature Environment & Pollution Technology, 2023, v. 22, n. 1, p. 463

By:

Sunardiyo, Said;
Purwanto, P.;
Hermawan, H.

Publication type:

Article

Probabilistic Forecasting of Energy Consumption using Bayesian Dynamic Linear Models.

Published in:

Aceh International Journal of Science & Technology, 2024, v. 13, n. 1, p. 68, doi. 10.13170/aijst.13.1.38291

By:

Aulia, Hartika;
Syaharuddin;
Mandailina, Vera;
Gervas, Hamenyimana Emanuel;
Ashraf, Hammed

Publication type:

Article

SUSTAINABLE DEVELOPMENT OF THE ECONOMY IN THE CONDITIONS OF THE ENERGY CRISIS.

Published in:

Scientific Bulletin of National Mining University, 2022, n. 4, p. 156, doi. 10.33271/nvngu/2022-4/156

By:

Shtunder, I.;
Kushnir, S.;
Perevozova, I.;
Kalinina, S.;
Savchenko, E.;
Nitsenko, V.

Publication type:

Article

Temporal Evolution Pathway and Forecasting of Non‐Fossil Energy Consumption and Carbon Emission Under China's Carbon Peak Target: A Markov Switching AR and RNN Approach.

Published in:

Expert Systems, 2025, v. 42, n. 2, p. 1, doi. 10.1111/exsy.13755

By:

Liu, Bei;
Qiu, Zhaoxuan;
Peng, Jiachao;
Hu, Yaoyin

Publication type:

Article

Applying a Correlation Analysis Method to Long-Term Forecasting of Power Production at Small Hydropower Plants.

Published in:

Water (20734441), 2015, v. 7, n. 9, p. 4806, doi. 10.3390/w7094806

By:

Gang Li;
Chen-Xi Liu;
Sheng-Li Liao;
Chun-Tian Cheng

Publication type:

Article

A comparative analysis of artificial neural network architectures for building energy consumption forecasting.

Published in:

International Journal of Distributed Sensor Networks, 2019, v. 15, n. 9, p. N.PAG, doi. 10.1177/1550147719877616

By:

Moon, Jihoon;
Park, Sungwoo;
Rho, Seungmin;
Hwang, Eenjun

Publication type:

Article

PREDICTION OF THE FREIGHT TRAIN ENERGY CONSUMPTION WITH THE TIME SERIES MODELS.

Published in:

Economic Themes, 2024, v. 62, n. 1, p. 1, doi. 10.2478/ethemes-2024-0001

By:

Grozdanović, Predrag;
Nikolić, Miloš;
Šelmić, Milica;
Macura, Dragana

Publication type:

Article

Forecasting Energy Demand in Jordan Using Artificial Neural Networks.

Published in:

Topics in Middle Eastern & North African Economies: Proceedings of the Middle East Economic Association, 2012, v. 14, p. 473

By:

AbuAl-Foul, Bassam M.

Publication type:

Article

Machine learning for electric energy consumption forecasting: Application to the Paraguayan system.

Published in:

Logic Journal of the IGPL, 2024, v. 32, n. 6, p. 1048, doi. 10.1093/jigpal/jzae035

By:

Morales-Mareco, Félix;
García-Torres, Miguel;
Divina, Federico;
Stalder, Diego H;
Sauer, Carlos

Publication type:

Article

Obsolescence in Urban Energy Infrastructures: The Influence of Scaling Laws on Consumption Forecasting.

Published in:

Journal of Urban Technology, 2015, v. 22, n. 2, p. 3, doi. 10.1080/10630732.2014.955340

By:

Horta-Bernús, Ricard;
Rosas-Casals, Martí

Publication type:

Article

Energy consumption forecasting in agriculture by artificial intelligence and mathematical models.

Published in:

Energy Sources Part A: Recovery, Utilization & Environmental Effects, 2020, v. 42, n. 13, p. 1618, doi. 10.1080/15567036.2019.1604872

By:

Bolandnazar, Elham;
Rohani, Abbas;
Taki, Morteza

Publication type:

Article

Forecasting of Coal Consumption Using an Artificial Neural Network and Comparison with Various Forecasting Techniques.

Published in:

Energy Sources Part A: Recovery, Utilization & Environmental Effects, 2011, v. 33, n. 14, p. 1305, doi. 10.1080/15567030903397859

By:

Jebaraj, S.;
Iniyan, S.;
Goic, R.

Publication type:

Article

A Grey Prediction Approach to Forecasting Energy Demand in China.

Published in:

Energy Sources Part A: Recovery, Utilization & Environmental Effects, 2010, v. 32, n. 16, p. 1517, doi. 10.1080/15567030902780360

By:

Pi, D.;
Liu, J.;
Qin, X.

Publication type:

Article

Calculation method and its application for energy consumption of ball mills in ceramic industry based on power feature deployment.

Published in:

Advances in Applied Ceramics: Structural, Functional & Bioceramics, 2020, v. 119, n. 4, p. 183, doi. 10.1080/17436753.2020.1732621

By:

Lv, Jingxiang;
Wang, Zhiguo;
Ma, Shuaiyin

Publication type:

Article