Application and challenges of big data analytics in low-carbon indoor space design

QR Code

Application and challenges of big data analytics in low-carbon indoor space design

The techniques of big data analysis hold immense potential in optimizing indoor energy consumption and enhancing comfort levels. This paper proposes a predictive method for effectively forecasting energy usage in libraries through a multi-step ahead time series-based long short-term memory-backpropa...

Full description

Bibliographic Details
Published in:	INTERNATIONAL JOURNAL OF LOW-CARBON TECHNOLOGIES
Main Authors:	Zeng, Henan; Arif, Mohd Fuad Md
Format:	Article
Language:	English
Published:	OXFORD UNIV PRESS 2025
Subjects:	Thermodynamics; Energy & Fuels
Online Access:	https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001416683900001

Similar Items

Application and challenges of big data analytics in low-carbon indoor space design
by: Zeng H.; Arif M.F.M.
Published: (2025)

Application and challenges of big data analytics in low-carbon indoor space design
by: 2-s2.0-85217788406
Published: (2025)

The state of the art and taxonomy of big data analytics: view from new big data framework
by: 2-s2.0-85060981723
Published: (2020)

Healthcare using social media: Big data analytics perspective
by: Rahman N.A.; Nor N.M.
Published: (2019)

Big data analytics adoption: An empirical study in the Malaysian warehousing sector
by: Wahab S.N.; Hamzah M.I.; Sayuti N.M.; Lee W.C.; Tan S.Y.
Published: (2021)

Application of the Technology- Organization- Environment Framework on Big Data Analytics Deployment in Manufacturing and Service
by: Urus, et al.
Published: (2024)

Sustainability and Technology Go Hand in Hand to Achieve Excellence in Thai Family Businesses: A Big Data Analytical Perspective
by: Sawangchai A.; Khalid R.; Raza M.; Alshuaibi M.S.; Valeri M.; kasuma J.
Published: (2024)

Performance Analysis of Log-Space Harmonic Potentials for Path Planning in Indoor Environment
by: Tamsin N.W.D.; Sulaiman J.; Saudi A.; Sunarto A.
Published: (2024)

The impact of big data on university libraries in Bangladesh
by: 2-s2.0-85210089043
Published: (2024)

Quantum kerr nonlinear coupler: Analytical versus phase-space method
by: Hanapi M.S.M.; Ibrahim A.-B.M.A.; Julius R.; Eleuch H.
Published: (2021)

Review of Big Data Integration in Construction Industry Digitalization
by: 2-s2.0-85120607923
Published: (2021)

Big Data and Business Intelligence - A Data Driven Strategy for Business in Bosnia Herzegovina
by: 2-s2.0-85146682275
Published: (2022)

Change of Use Challenges: Unveiling Indoor Air Quality in Converted Kindergarten Buildings
by: 2-s2.0-85219189360
Published: (2025)

An analysis on performance of different type classifiers in handling big data sets
by: Mohamad M.; Selamat A.
Published: (2019)

Big Data Analysis on Emotional Drivers and Strategies for Slow Fashion Consumption
by: Suxia, et al.
Published: (2025)

Can dynamic consent facilitate the protection of biomedical big data in biobanking in Malaysia?
by: Abdul Aziz M.F.; Mohd Yusof A.N.
Published: (2019)

From survey to social media: Public opinion and politics in the age of big data
by: 2-s2.0-85040950075
Published: (2017)

Enhancing big data feature selection using a hybrid correlation-based feature selection
by: Mohamad M.; Selamat A.; Krejcar O.; Crespo R.G.; Herrera-Viedma E.; Fujita H.
Published: (2021)

Hybrid embedded and filter feature selection methods in big-dimension mammary cancer and prostatic cancer data
by: 2-s2.0-85200038464
Published: (2024)

Indoor Environment Quality (IEQ): Temperature and Indoor Air Quality (IAQ) Factors toward Occupants Satisfaction
by: 2-s2.0-85091103930
Published: (2020)

Security Considerations in Big Data Solutions Adoption: Lessons from a Case Study on a Banking Institution
by: 2-s2.0-85079902178
Published: (2019)

Analytics of learning strategies: Role of course design and delivery modality
by: Matcha W.; Gašević D.; Ahmad Uzir N.; Jovanović J.; Pardo A.; Lim L.; Maldonado-Mahauad J.; Gentili S.; Pérez-Sanagustín M.; Tsai Y.-S.
Published: (2020)

Conceptual Design of Smart Network Adaptive Traffic Light in Creating Low-Carbon City
by: Misnan M.F.; Thamrin N.M.; Amin M.S.M.; Bakar Z.A.
Published: (2023)

Conceptual Design of Smart Network Adaptive Traffic Light in Creating Low-Carbon City
by: 2-s2.0-85185278223
Published: (2023)

Key drivers, challenges and strategies towards successful low-carbon campus: the case of UiTM Shah Alam campus
by: Mustaffa N.K.; Kudus S.A.; Aziz M.F.H.A.
Published: (2023)

Exploring the Development, Themes, and Contemporary Perspectives of Chinese Architectural Painting
by: Wang, et al.
Published: (2024)

A Phenomenological Expressionist Approach to Mixed Media Painting
by: Wang, et al.
Published: (2024)

A Phenomenological Expressionist Approach to Mixed Media Painting
by: Wang, et al.
Published: (2024)

Insights extraction on cross-cultural interaction through astronomy online labs using data analytics
by: 2-s2.0-85074736479
Published: (2019)

Multibeam RF antenna performance for indoor coverage in stadium
by: 2-s2.0-85046828890
Published: (2018)

IoT implementation for indoor vertical farming watering system
by: 2-s2.0-85050459502
Published: (2017)

Hospital indoor air quality and its relationships with building design, building operation, and occupant-related factors: A mini-review
by: 2-s2.0-85142215133
Published: (2022)

Integrating and retrieving learning analytics data from heterogeneous platforms using ontology alignment: Graph-based approach
by: Musa, et al.
Published: (2025)

Does Varicocele Repair Improve Conventional Semen Parameters? A Meta-Analytic Study of Before-After Data
by: Cannarella R.; Shah R.; Abo-Almagd Abdel-Meguid Hamoda T.; Boitrelle F.; Saleh R.; Gul M.; Rambhatla A.; Kavoussi P.; Toprak T.; Harraz A.M.; Ko E.; Çeker G.; Durairajanayagam D.; Alkahidi N.; Kuroda S.; Crafa A.; Henkel R.; Salvio G.; Hazir B.; Darbandi M.; Bendayan M.; Darbandi S.; Falcone M.; Garrido N.; Kosgi R.; Kaiyal R.S.; Karna K.; Ho Vinh Phuoc N.; Birowo P.; Colpi G.M.; de la Rosette J.; Pinggera G.-M.; Nguyen Q.; Zini A.; Zohdy W.; Singh R.; Saini P.; Glina S.; Lin H.; Mostafa T.; Rojas-Cruz C.; Arafa M.; Calogero A.E.; Dimitriadis F.; Kothari P.; Karthikeyan V.S.; Okada K.; Chiba K.; Kadıoglu A.; Altay B.; Turunc T.; Zilaitiene B.; Gokalp F.; Adamyan A.; Katz D.; Chung E.; Mierzwa T.C.; Zylbersztejn D.S.; Paul G.M.; Sofikitis N.; Sokolakis I.; Malhotra V.; Brodjonegoro S.R.; Adriansjah R.; Tsujimura A.; Amano T.; Balercia G.; Ziouziou I.; Deswanto I.A.; Martinez M.; Park H.J.; Bakırcıoglu M.E.; Ceyhan E.; Aydos K.; Ramsay J.; Minhas S.; Hashimi M.A.; Ghayda R.A.; Tadros N.; Sindhwani P.; Ho C.C.K.; Rachman R.I.; Pena M.R.; Motawi A.; Ponnusamy A.K.; Dipankar S.; Amir A.; Binsaleh S.; Serefoglu E.C.; Banthia R.; Khalafalla K.; Basukarno A.; Bac N.H.; Singla K.; Ambar R.F.; Makarounis K.; Priyadarshi S.; Kusuma Duarsa G.W.; Atmoko W.; Jindal S.; Arianto E.; Akhavizadegan H.; Bardisi H.E.; Shoshany O.; Busetto G.M.; Moussa M.; Jamali M.; Al-Marhoon M.S.; Ruzaev M.; Farsi H.M.A.; Mutambirwa S.; Lee D.S.; Kulaksiz D.; Cheng Y.-S.; Bouzouita A.; Sarikaya S.; Kandil H.; Tsampoukas G.; Ala’a F.; Bowa K.; Savira M.; Mogharabian N.; Le T.V.; Harjanggi M.; Anh D.T.; Tien Long T.Q.; Soebadi M.A.; Hakim L.; Tanic M.; Ari U.C.; Parikh F.R.; Calik G.; Vinod K.V.; Dorji G.; Rezano A.; Rajmil O.; Ba Tien D.M.; Yuan Y.; Lizarraga-Salas J.F.; Eze B.; Ngoo K.S.; Lee J.; Arslan U.; Agarwal A.
Published: (2023)

A Clustering Algorithm via Density Perception and Hierarchical Aggregation Based on Urban Multimodal Big Data for Identifying and Analyzing Categories of Poverty-Stricken Households in China
by: 2-s2.0-85102251664
Published: (2021)

Challenges in Malaysian Design Industry Managing Design and Decision-making Processes
by: 2-s2.0-85212062997
Published: (2024)

Indoor Air Quality: Bibliometric Analysis of the Published Literature Between 2018 and 2023
by: Nazli S.N.; Vilcins D.; Sly P.D.; Razak A.A.; Sabri N.; Ibrahim T.N.B.T.
Published: (2024)

Integration of the Velodyne LiDAR Sensor and Pixhawk for Indoor 3D Mapping
by: Ramadhania N.; Cahyadi M.N.; Asfihani T.; Suhandri H.F.
Published: (2024)

Engaging Literary Appreciation and Comprehension via a Big Book
by: 2-s2.0-85144242811
Published: (2022)

Aerodynamic performance of dragonfly-inspired wings in gliding flight for varying angle of attack and Reynolds number: a numerical study
by: Verekar, et al.
Published: (2025)