Research graph
References from AI-driven systems for advancing smart building infrastructure: An integrated review for energy management, occupant comfort, and cybernetics. Local targets link to admitted publications; unresolved targets remain external evidence.
Technical analysis of comfort and energy consumption in smart buildings with three levels of automation: scheduling, smart sensors, and IoT
10.1109/access.2025.3526858 · 2025 · External reference
Occupancy estimation and activity recognition in smart buildings using open set domain adaptation
10.1016/j.jobe.2025.113784 · 2025 · External reference
Dynamic personalized thermal comfort model: Integrating temporal dynamics and environmental variability with individual preferences
2025 · External reference
Artificial intelligence in the construction industry: A review of present status, opportunities and future challenges
2021 · External reference
Integration of deep learning with edge computing on progression of societal innovation in smart city infrastructure: A sustainability perspective
2025 · External reference
The main barriers limiting the development of smart buildings
10.3390/buildings14061726 · 2024 · External reference
Artificial intelligence approaches to energy management in HVAC systems: A systematic review
2025 · External reference
A systematic literature review on the use of artificial intelligence in energy self-management in smart buildings
10.1016/j.rser.2021.111530 · 2021 · External reference
A review on applications of ANN and SVM for building electrical energy consumption forecasting
10.1016/j.rser.2014.01.069 · 2014 · External reference
Global trends in carbon neutrality: a scientometric review on energy transition challenges, practices, policies, and opportunities
2025 · External reference
Assessment of smart district heating–cooling networks considering renewable and zero-carbon strategies
10.1016/j.rser.2025.116037 · 2025 · External reference
Microgrid modernization using exponential decentralized consensus-based energy assessment by considering renewable generation uncertainties and operational price analysis
2025 · External reference
Neuro-fuzzy and networks-based data driven model for multi-charging scenarios of plug-in-electric vehicles
10.1109/access.2023.3303963 · 2023 · External reference
Securing smart buildings using RFID and fingerprint technologies
2024 · External reference
Digital transformation in the real estate industry: A systematic literature review of current technologies, benefits, and challenges
2025 · External reference
Reinforcement learning for HVAC control in intelligent buildings: A technical and conceptual review
10.1016/j.jobe.2024.110085 · 2024 · External reference
An overview of machine learning applications for smart buildings
10.1016/j.scs.2021.103445 · 2022 · External reference
Fuzzy-based smart energy management system for residential buildings in Saudi Arabia: A comparative study
10.1016/j.egyr.2023.12.039 · 2024 · External reference
Harmonizing smart technologies with building resilience and sustainable built environment systems
10.1016/j.rineng.2024.102158 · 2024 · External reference
A deep dive into cybersecurity solutions for AI-driven IoT-enabled smart cities in advanced communication networks
10.1016/j.comcom.2024.108000 · 2025 · External reference
AI-powered deep learning for sustainable industry 4.0 and internet of things: Enhancing energy management in smart buildings
10.1016/j.aej.2024.07.110 · 2024 · External reference
Enhancing smart city IoT communication: A two-layer NOMA-based network with caching mechanisms and optimized resource allocation
10.1016/j.comnet.2024.110857 · 2024 · External reference
Digital twin based deep learning framework for personalized thermal comfort prediction and energy efficient operation in smart buildings
10.1038/s41598-025-10086-y · 2025 · External reference
Building urban resilience through smart city planning: A systematic literature review
2025 · External reference
Reviewing and integrating aec practices into industry 6.0: Strategies for smart and sustainable future-built environments
10.3390/su151813464 · 2023 · External reference
Context-aware smart energy management system: A reinforcement learning and IoT-based framework for enhancing energy efficiency and thermal comfort in sustainable buildings
10.1016/j.enbuild.2025.115804 · 2025 · External reference
Sensing within smart buildings: A survey
10.1145/3596600 · 2023 · External reference
Explainable AI and multi-agent systems for energy management in IoT-edge environments: A state of the art review
10.3390/electronics15020385 · 2026 · External reference
A review of artificial intelligence and deep learning approaches for resource management in smart buildings
10.3390/buildings15152631 · 2025 · External reference
Temperature and humidity model for predictive control of smart buildings
2025 · External reference
Barriers and drivers for implementation of automatic fault detection and diagnosis in buildings and HVAC systems: An outlook from industry experts
2024 · External reference
Economic, policy, social, and regulatory aspects of AI-driven smart buildings
2025 · External reference
Investigating the performance of AI-driven smart building systems through advanced deep learning model analysis
10.1016/j.egyr.2025.05.003 · 2025 · External reference
ANN-based model predictive control for optimizing space cooling management
10.1016/j.energy.2025.136469 · 2025 · External reference
Optimizing solar-powered multi-generation systems for sustainable energy management in university buildings using neural networks and genetic algorithms
2025 · External reference
Wireless communication protocols in smart agriculture: A review on applications, challenges and future trends
10.1016/j.adhoc.2022.102982 · 2022 · External reference
Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications
10.1016/j.autcon.2022.104440 · 2022 · External reference
Smart lighting system control strategies for commercial buildings: a review
2021 · External reference
Optimizing energy efficiency, thermal comfort, and indoor air quality in HVAC systems using a robust DRL algorithm
2024 · External reference
A review of privacy concerns in energy-efficient smart buildings: Risks, rights, and regulations
10.3390/en17050977 · 2024 · External reference
Advances in federated learning: Applications and challenges in smart building environments and beyond
10.3390/computers14040124 · 2025 · External reference
Synergistic integration of digital twins and zero energy buildings for climate change mitigation in sustainable smart cities: A systematic review and novel framework
10.1016/j.enbuild.2025.115484 · 2025 · External reference
Data-driven technologies for energy optimization in smart buildings: A scoping review
10.3390/en18020290 · 2025 · External reference
Machine learning-based predictive model for thermal comfort and energy optimization in smart buildings
10.1016/j.rineng.2024.102148 · 2024 · External reference
Cost-effective intelligent building: Energy management system using machine learning and multi-criteria decision support
10.1016/j.eneco.2025.108184 · 2025 · External reference
A decision making technique to optimize a buildings’ stock energy efficiency
10.1109/tsmc.2016.2521836 · 2017 · External reference
AI-powered sustainability in smart cities
10.1016/j.procs.2025.04.525 · 2025 · External reference
Approach of establishing a high-resolution shading occupant behavior model in the office building
2024 · External reference
Approach of establishing a fuzzy multi-criteria decision model for building occupant multi-behaviors
2025 · External reference
A fuzzy-logic IoT lighting and shading control system for smart buildings
10.1016/j.autcon.2020.103397 · 2020 · External reference
Perception theory: Perception representation and analysis in cybernetics
10.1109/tsmc.2024.3522360 · 2025 · External reference
Optimal control of HVAC systems through active disturbance rejection control-assisted reinforcement learning
10.1016/j.energy.2025.135824 · 2025 · External reference
Assessing the performance of smart buildings and smart retrofit interventions through key performance indicators: Defining minimum performance thresholds
10.1016/j.enbuild.2024.114988 · 2024 · External reference
Data integration and interoperability in IOT: Challenges, strategies and future direction
2024 · External reference
Distributed resilient finite-time secondary control for heterogeneous battery energy storage systems under denial-of-service attacks
10.1109/tii.2019.2955739 · 2020 · External reference
Neural architecture search for anomaly detection in time-series data of smart buildings: A reinforcement learning approach for optimal autoencoder design
10.1109/jiot.2024.3360882 · 2024 · External reference
Machine learning for smart building applications: Review and taxonomy
10.1145/3311950 · 2019 · External reference
A brief review of modelling methods for occupants’ behaviours in residential buildings
10.1177/1420326x251396163 · 2026 · External reference
Benefits of adopting smart building technologies in building construction of developing countries: review of literature
2023 · External reference
An encoder–decoder LSTM-based EMPC framework applied to a building HVAC system
10.1016/j.cherd.2020.06.008 · 2020 · External reference
Optimization of drying of olive leaves in a pilot-scale heat pump dryer
10.1080/07373930802683021 · 2009 · External reference
Occupant-centric multicriteria optimization of hybrid personalized hvac system: Impact of supply inlet layout and return air ratio
10.1016/j.enbuild.2025.115494 · 2025 · External reference
A practical review to support the implementation of smart solutions within neighbourhood building stock
10.3390/en16155701 · 2023 · External reference
Optimal placement of light sensor for improving energy efficiency and visual comfort in smart buildings
2024 · External reference
Unresolved reference
2025 · External reference
Expert-guided deep reinforcement learning for HVAC system optimization control
2026 · External reference
Exploring tourist spatiotemporal behavior differences and tourism infrastructure supply–demand pattern fusing social media and nighttime light remote sensing data
10.1080/17538947.2024.2310723 · 2024 · External reference
Human-centric IoT control: A framework for quantifying the impact of occupant behaviour on energy efficiency in shared offices
2025 · External reference
Exploring the role of artificial intelligence in achieving sustainable development goals: A systematic review
10.1016/j.eiar.2026.108430 · 2026 · External reference
Personalized low-cost thermal comfort monitoring using IoT technologies
2024 · External reference
Assessing energy savings and visual comfort with PDLC-based smart window in an Istanbul office building: A case study
10.1016/j.egyr.2024.10.009 · 2024 · External reference
ZigBee-wireless mesh networks for building automation and control
2010 · External reference
Explainable AI and machine learning for robust cybersecurity in smart cities
2025 · External reference
A review on enhancing energy efficiency and adaptability through system integration for smart buildings
2024 · External reference
Energy efficiency in sustainable buildings: A systematic review with taxonomy, challenges, motivations, methodological aspects, recommendations, and pathways for future research
10.1016/j.esr.2022.101013 · 2023 · External reference
Applications of explainable artificial intelligence (XAI) and interpretable artificial intelligence (AI) in smart buildings and energy savings in buildings: A systematic review
2025 · External reference
Evolving trends in smart building research: A scientometric analysis
10.3390/buildings14093023 · 2024 · External reference
BIS-model: An explicit SysML-based modeling and analysis framework for smart building systems
2025 · External reference
Assessment of retrofitting smart glass on office building façade to enhance thermal comfort and energy consumption in hot arid climates (Case study in Egypt)
10.1016/j.asej.2025.103333 · 2025 · External reference
Unresolved reference
2025 · External reference
A systematic review of the BIM in construction: From smart building management to interoperability of BIM & AI
10.1080/00038628.2023.2243247 · 2024 · External reference
Challenges and opportunities in European smart buildings energy management: A critical review
10.1016/j.rser.2024.114472 · 2024 · External reference
Chapter 89 - smart cities: Cybersecurity concerns
2025 · External reference
Bi-level energy sharing model between multi-energy cloud energy storage and multiple integrated energy systems
10.1016/j.epsr.2025.112541 · 2026 · External reference
The impact of supply chain digitalization on the technological innovation of new energy vehicle enterprises: The moderated mediation effect
10.1108/bpmj-10-2025-1657 · 2026 · External reference
AI-driven short-term load forecasting enhanced by clustering in multi-type university buildings: Insights across building types and pandemic phases
2025 · External reference
Shaking table tests on a full-scale steel frame with a multi-dimensional hybrid base isolation system employing intelligent magnetorheological control
2025 · External reference
Development and testing of an IoT platform with smart algorithms for building energy management systems
10.1016/j.enbuild.2025.115970 · 2025 · External reference
Distributed artificial intelligence: Taxonomy, review, framework, and reference architecture
2023 · External reference
Which built environment factors promote urban residents’ climate change adaptive behaviors? Multi-group application of an exploratory framework via adaptive motivations’ mediation
10.1016/j.scs.2026.107214 · 2026 · External reference
Credible demand response capacity evaluation for building HVAC systems based on grey-box models
2025 · External reference
Hybrid modeling-based temperature and humidity adaptive control for a multi-zone HVAC system
10.1016/j.apenergy.2022.120622 · 2023 · External reference
Human-in-the-loop control strategy for IoT-based smart thermostats with deep reinforcement learning
2025 · External reference
Optimizing energy efficiency and comfort in smart homes through predictive optimization: A case study with indoor environmental parameter consideration
10.1016/j.egyr.2024.05.038 · 2024 · External reference
Smart buildings: Federated learning-driven secure, transparent and smart energy management system using XAI
10.1016/j.egyr.2025.01.063 · 2025 · External reference
A parametric, control-integrated and machine learning-enhanced modeling method of demand-side HVAC systems in industrial buildings: A practical validation study
10.1016/j.apenergy.2024.124971 · 2025 · External reference
A comprehensive review of sensor-based smart building monitoring and data gathering techniques
10.3390/app142110057 · 2024 · External reference
Trends, benefits, risks, and challenges of IoT implementation in residential and commercial buildings
10.1016/j.enbenv.2021.01.009 · 2022 · External reference
Digital twin model calibration of HVAC system using adaptive domain nelder-mead method
10.1016/j.enbuild.2025.115340 · 2025 · External reference
Application of smart home system in building thermal optimization simulation: A low-carbon building design scheme
2025 · External reference
Unraveling the applicability and thermal performance of PCM-impregnated wood in personalized comfort systems: Thermal manikin verification
10.1016/j.enbuild.2025.116028 · 2025 · External reference
An active-soft-switching DC transformer with auxiliary converter for dc offshore wind turbine
2026 · External reference
Numerical behavior-aware scheduling framework for residential appliance control under time-of-use tariffs
10.1080/19401493.2025.2556690 · 2026 · External reference
Development and application of a digital twin model for net zero energy building operation and maintenance utilizing BIM-IoT integration
10.1016/j.enbuild.2024.115170 · 2025 · External reference
Prediction model for personalized thermal comfort of indoor office workers based on non-skin contact wearable device
10.1016/j.buildenv.2025.112686 · 2025 · External reference
An occupants’ diversity-aware discussion on the economic benefits of model predictive control in buildings
2025 · External reference
Advancing smart net-zero energy buildings with renewable energy and electrical energy storage
2025 · External reference
Many-objective day-ahead optimal scheduling of residential flexible loads integrated with stochastic occupant behavior models
10.1016/j.apenergy.2023.121348 · 2023 · External reference
Adaptive smart energy management in buildings: A deep reinforcement learning and IoT framework for energy efficiency and thermal comfort
2025 · External reference
A customizable benchmarking tool for evaluating personalized thermal comfort provisioning in smart spaces using digital twins
10.1016/j.pmcj.2025.102076 · 2025 · External reference
Thermal comfort-constrained HVAC flexibility prediction in institutional buildings using hybrid physics and LSTM modelling
2025 · External reference
Neuro-adaptive architecture: Buildings and city design that respond to human emotions, cognitive states
2024 · External reference
Centralised vs. decentralised federated load forecasting in smart buildings: Who holds the key to adversarial attack robustness?
10.1016/j.enbuild.2024.114871 · 2024 · External reference
Advancing building intelligence: Developing and implementing standardized smart readiness indicator (SRI) on-site audit procedure
10.1016/j.energy.2025.134538 · 2025 · External reference
AI-enhanced automation of building energy optimization using a hybrid stacked model and genetic algorithms: Experiments with seven machine learning techniques and a deep neural network
10.1016/j.rineng.2025.104994 · 2025 · External reference
A personal touch to demand response: An occupant-centric control strategy for HVAC systems using personalized comfort models
10.1016/j.enbuild.2023.113769 · 2024 · External reference
Wearable technologies in occupational safety and health: A systematic review and a human-centered implementation model
10.3390/app16104715 · 2026 · External reference
Optimizing indoor environmental prediction in smart buildings: A comparative analysis of deep learning models
10.1016/j.enbuild.2024.115086 · 2025 · External reference
A hybrid Gaussian process-integrated deep learning model for retrofitted building energy optimization in smart city ecosystems
10.1016/j.apenergy.2025.125643 · 2025 · External reference
Distributed, decentralized, and democratized artificial intelligence
10.1016/j.techfore.2018.11.010 · 2019 · External reference
On building automation system security
10.1016/j.hcc.2024.100236 · 2024 · External reference
Intelligent energy management with IoT framework in smart cities using intelligent analysis: An application of machine learning methods for complex networks and systems
10.1016/j.jnca.2024.104089 · 2025 · External reference
Enhanced multi-objective evolutionary mating algorithm with improved crowding distance and levy flight for optimizing comfort index and energy consumption in smart buildings
2025 · External reference
A survey of LoRaWAN-integrated wearable sensor networks for human activity recognition: Applications, challenges and possible solutions
10.1109/ojcoms.2024.3484002 · 2024 · External reference
A review of energy efficiency strategies in smart buildings: integrating occupant comfort, HVAC optimisation, and building automation
2025 · External reference
Innovative AI strategies for enhancing smart building operations through digital twins: A survey
10.1016/j.enbuild.2025.115567 · 2025 · External reference
A state-of-the-art review on artificial intelligence for smart buildings
10.1080/17508975.2019.1613219 · 2021 · External reference
Smart retrofitting for existing buildings: State of the art and future research directions
2023 · External reference
Occupant behavior long-term continuous monitoring integrated to prediction models: Impact on office building energy performance
10.1016/j.energy.2019.04.005 · 2019 · External reference
Cybersecurity challenges and emerging trends in construction industry
2026 · External reference
Key communication technologies, applications, protocols and future guides for IoT-assisted smart grid systems: A review
10.1016/j.egyr.2023.01.085 · 2023 · External reference
Building automation systems for energy and comfort management in green buildings: A critical review and future directions
10.1016/j.rser.2023.113301 · 2023 · External reference
Advancements in dual-band electrochromic smart windows: Exploring single-component materials for sustainable building solutions
10.1016/j.ceramint.2024.03.380 · 2024 · External reference
A review on integrating IoT, IIoT, and industry 4.0: A pathway to smart manufacturing and digital transformation
10.1049/ise2/9275962 · 2025 · External reference
Prediction of electricity consumption using an innovative deep energy predictor model for enhanced accuracy and efficiency
10.1016/j.egyr.2024.11.018 · 2024 · External reference
Automated data-driven modeling of building energy systems via machine learning algorithms
10.1016/j.enbuild.2019.109384 · 2019 · External reference
The key role of clean energy and technology in smart cities development
10.1016/j.esr.2022.100943 · 2022 · External reference
SDN-ESRC: A secure and resilient control plane for software-defined networks
10.1109/tnsm.2022.3163198 · 2022 · External reference
Review of artificial intelligence techniques in green/smart buildings
2023 · External reference
Lighting energy savings in offices using different control systems and their real consumption
10.1016/j.enbuild.2007.04.006 · 2008 · External reference
What did the occupant say? Fine-tuning and evaluating a large language model for efficient analysis of multi-domain indoor environmental quality feedback
10.1016/j.buildenv.2025.112735 · 2025 · External reference
AI-driven integration of digital twins and blockchain for smart building management systems: A multi-stage empirical study
2025 · External reference
Weather-adaptive fuzzy control of setpoints for energy-efficient HVAC in urban buildings
2025 · External reference
Development of an IoT-driven deep learning framework for smart energy prediction in commercial buildings
2025 · External reference
Impact of virtual power plants on grid stability and renewable energy integration in smart cities using IoT
10.1016/j.egyr.2025.02.048 · 2025 · External reference
Multi-jet personalized ventilation in passenger trains: Objective and subjective thermal comfort
10.1016/j.buildenv.2024.112510 · 2025 · External reference
Optimizing indoor air quality with IoT and sensor-based solutions: A case study of office buildings
2025 · External reference
Online learning-enhanced data-driven model predictive control for optimizing HVAC energy consumption, indoor air quality and thermal comfort
10.1016/j.apenergy.2025.125341 · 2025 · External reference
Smart LED lighting system with occupants’ preference and daylight harvesting in office buildings
10.1080/15567036.2020.1859650 · 2025 · External reference
Energy consumption prediction by using machine learning for smart building: Case study in Malaysia
2021 · External reference
Smart city dimensions and associated risks: Review of literature
10.1016/j.scs.2021.103542 · 2022 · External reference
Power over ethernet (poe) technical overview
2019 · External reference
Towards intelligent management of regional building energy systems: A framework combined with deep reinforcement learning for hybrid energy storage
10.1016/j.enconman.2025.119656 · 2025 · External reference
SECRM-2D: RL-based efficient and comfortable route-following autonomous driving with analytic safety guarantees
10.1049/itr2.70013 · 2025 · External reference
Mechanical evaluation of dowel-bearing properties of structural lvl members for mass timber construction
10.1016/j.conbuildmat.2026.146352 · 2026 · External reference
Sustainable, green, or smart? Pathways for energy-efficient healthcare buildings
10.1016/j.scs.2023.105013 · 2024 · External reference
IoT driven building automation systems: A review on energy efficiency, occupant comfort, and sustainability
2025 · External reference
A review on energy practices and indoor environmental quality (IEQ) of airports
10.1016/j.buildenv.2025.112965 · 2025 · External reference
Ensuring real-time data integrity in smart building applications: A systematic end-to-end comprehensive pipeline evaluated in numerous real-life cases
10.1016/j.enbuild.2025.115586 · 2025 · External reference
An advanced energy-coordinated control for half-bridge submodule-based centralized DC chopper in offshore wind MMC-HVDC systems
10.1109/tpel.2026.3662057 · 2026 · External reference
Energy management based on safe multi-agent reinforcement learning for smart buildings in distribution networks
10.1016/j.enbuild.2024.114410 · 2024 · External reference
Energy-efficient management policies in smart cities
10.1016/b978-0-443-27618-7.00007-8 · 2026 · External reference
Energy-efficient building façades: A comprehensive review of innovative technologies and sustainable strategies
2025 · External reference
Literature review of solar control smart building glazing: Technologies, performance, and research insights
10.1016/j.buildenv.2025.112784 · 2025 · External reference
Integrating digital twins and neural networks for real-time temperature management in smart homes: An innovative approach using ZigBee networks
10.1016/j.egyr.2025.05.055 · 2025 · External reference
Demand response optimization for smart grid integrated buildings: Review of technology enablers landscape and innovation challenges
2025 · External reference
Predicting occupant energy consumption in different indoor layout configurations using a hybrid agent-based modeling and machine learning approach
10.1016/j.enbuild.2024.115102 · 2025 · External reference
6G internet-of-things assisted smart homes and buildings: Enabling technologies, opportunities and challenges
10.1016/j.iot.2025.101658 · 2025 · External reference
6G internet-of-things assisted smart homes and buildings: Enabling technologies, opportunities and challenges
10.1016/j.iot.2025.101658 · 2025 · External reference
Intelligent adaptive lighting algorithm: Integrating reinforcement learning and fuzzy logic for personalized interior lighting
10.1016/j.engappai.2024.108512 · 2024 · External reference
Predictive modelling of cooling consumption in nursing homes using artificial neural networks: Implications for energy efficiency and thermal comfort
10.1016/j.egyr.2024.08.029 · 2024 · External reference
Development of a blind control occupant behaviour model (BC-OBM) based on contextual and time-related factors through supervised machine learning approaches
10.1016/j.buildenv.2025.112932 · 2025 · External reference
Efficient and secure integration of renewable energy sources in smart grids using hybrid fuzzy neural network and improved diffie-hellman key management
2025 · External reference
Lighting system control techniques in commercial buildings: Current trends and future directions
2020 · External reference
Digital twin-based simulation of smart building energy performance: BIM-integrated MATLAB/Simulink framework for BACS and SRI evaluation
10.3390/en19020543 · 2026 · External reference
Exploring gen-AI applications in building research and industry: A review
2025 · External reference
Does a new metro line improve life satisfaction? Evidence from repeated cross-sectional surveys in Harbin
2026 · External reference
Contemporary cybernetics and its facets of cognitive informatics and computational intelligence
10.1109/tsmcb.2009.2013721 · 2009 · External reference
A comprehensive review on definitions, development, and policies of net-zero carbon buildings (nZCBs)
10.1016/j.rser.2025.115750 · 2025 · External reference
Integration of smart buildings with high penetration of storage systems in isolated 100% renewable microgrids
10.1016/j.est.2024.114633 · 2025 · External reference
Spatiotemporal evolution and driving factors of green transition resilience in four types of China’s resource-based cities based on the geographical detector model
10.3390/su18010391 · 2025 · External reference
Local personalized heating in a field study—Suggestions for implementation of personalized environmental control systems in real offices
10.1016/j.buildenv.2025.112935 · 2025 · External reference
Advancing smart building upgrades through an innovative decision support framework for smart readiness indicator implementation: A greek case study
10.1016/j.buildenv.2025.113189 · 2025 · External reference
AIoT-powered building digital twin for smart firefighting and super real-time fire forecast
10.1016/j.aei.2025.103117 · 2025 · External reference
Unresolved reference
2025 · External reference
Perturbation defense ultra high-speed weak target recognition
10.1016/j.engappai.2024.109420 · 2024 · External reference
When does artificial intelligence innovation pay in servitization? A combined organizational learning and socio-technical systems perspective
10.1016/j.jik.2026.100960 · 2026 · External reference
Hybrid personalized thermal comfort model based on wrist skin temperature
10.1016/j.buildenv.2024.112321 · 2025 · External reference
Embedding pose information for multiview vehicle model recognition
10.1109/tcsvt.2022.3151116 · 2022 · External reference
Reinforcement learning for occupant behavior modeling in public buildings: Why, what and how?
2024 · External reference
Applications of artificial intelligence for energy efficiency throughout the building lifecycle: An overview
10.1016/j.enbuild.2024.113903 · 2024 · External reference
Enhancing smart readiness of buildings: bridging the knowledge gap to European citizens
10.1080/14786451.2024.2385632 · 2024 · External reference
Towards a conceptual framework for AI-driven anomaly detection in smart city IoT networks for enhanced cybersecurity
10.1016/j.jik.2024.100601 · 2024 · External reference
Multi-indicator adaptive HVAC control system for low-energy indoor air quality management of heritage building preservation
10.1016/j.buildenv.2023.110910 · 2023 · External reference
Deep learning and multi-objective optimization for real-time occupancy-based energy control in smart buildings
10.1038/s41598-025-23134-4 · 2025 · External reference
Enhancing building energy consumption prediction introducing novel occupant behavior models with sparrow search optimization and attention mechanisms: A case study for forty-five buildings in a university community
10.1016/j.energy.2024.130896 · 2024 · External reference
Generative artificial intelligence (AI) in built environment design and planning – a state-of-the-art review
10.1016/j.pes.2024.100040 · 2025 · External reference
Optimizing building energy systems for grid-interactivity, comfort and resilience
10.1016/j.enconman.2025.119927 · 2025 · External reference
Sharding-based asynchronous coordination for secure and scalable peer-to-peer energy trading under delays and attacks
10.1109/tsg.2026.3698871 · 2026 · External reference
Fast prediction for multi-parameters (concentration, temperature and humidity) of indoor environment towards the online control of HVAC system
2021 · External reference
Energy-efficient management policies in smart cities
10.1016/b978-0-443-27618-7.00007-8 · ExternalCitation · doi-reference
Wireless communication protocols in smart agriculture: A review on applications, challenges and future trends
10.1016/j.adhoc.2022.102982 · ExternalCitation · doi-reference
AIoT-powered building digital twin for smart firefighting and super real-time fire forecast
10.1016/j.aei.2025.103117 · ExternalCitation · doi-reference
AI-powered deep learning for sustainable industry 4.0 and internet of things: Enhancing energy management in smart buildings
10.1016/j.aej.2024.07.110 · ExternalCitation · doi-reference
Hybrid modeling-based temperature and humidity adaptive control for a multi-zone HVAC system
10.1016/j.apenergy.2022.120622 · ExternalCitation · doi-reference
Many-objective day-ahead optimal scheduling of residential flexible loads integrated with stochastic occupant behavior models
10.1016/j.apenergy.2023.121348 · ExternalCitation · doi-reference
A parametric, control-integrated and machine learning-enhanced modeling method of demand-side HVAC systems in industrial buildings: A practical validation study
10.1016/j.apenergy.2024.124971 · ExternalCitation · doi-reference
Online learning-enhanced data-driven model predictive control for optimizing HVAC energy consumption, indoor air quality and thermal comfort
10.1016/j.apenergy.2025.125341 · ExternalCitation · doi-reference
A hybrid Gaussian process-integrated deep learning model for retrofitted building energy optimization in smart city ecosystems
10.1016/j.apenergy.2025.125643 · ExternalCitation · doi-reference
Assessment of retrofitting smart glass on office building façade to enhance thermal comfort and energy consumption in hot arid climates (Case study in Egypt)
10.1016/j.asej.2025.103333 · ExternalCitation · doi-reference
A fuzzy-logic IoT lighting and shading control system for smart buildings
10.1016/j.autcon.2020.103397 · ExternalCitation · doi-reference
Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications
10.1016/j.autcon.2022.104440 · ExternalCitation · doi-reference
Multi-indicator adaptive HVAC control system for low-energy indoor air quality management of heritage building preservation
10.1016/j.buildenv.2023.110910 · ExternalCitation · doi-reference
Hybrid personalized thermal comfort model based on wrist skin temperature
10.1016/j.buildenv.2024.112321 · ExternalCitation · doi-reference
Multi-jet personalized ventilation in passenger trains: Objective and subjective thermal comfort
10.1016/j.buildenv.2024.112510 · ExternalCitation · doi-reference
Prediction model for personalized thermal comfort of indoor office workers based on non-skin contact wearable device
10.1016/j.buildenv.2025.112686 · ExternalCitation · doi-reference
What did the occupant say? Fine-tuning and evaluating a large language model for efficient analysis of multi-domain indoor environmental quality feedback
10.1016/j.buildenv.2025.112735 · ExternalCitation · doi-reference
Literature review of solar control smart building glazing: Technologies, performance, and research insights
10.1016/j.buildenv.2025.112784 · ExternalCitation · doi-reference
Development of a blind control occupant behaviour model (BC-OBM) based on contextual and time-related factors through supervised machine learning approaches
10.1016/j.buildenv.2025.112932 · ExternalCitation · doi-reference
Local personalized heating in a field study—Suggestions for implementation of personalized environmental control systems in real offices
10.1016/j.buildenv.2025.112935 · ExternalCitation · doi-reference
A review on energy practices and indoor environmental quality (IEQ) of airports
10.1016/j.buildenv.2025.112965 · ExternalCitation · doi-reference
Advancing smart building upgrades through an innovative decision support framework for smart readiness indicator implementation: A greek case study
10.1016/j.buildenv.2025.113189 · ExternalCitation · doi-reference
Advancements in dual-band electrochromic smart windows: Exploring single-component materials for sustainable building solutions
10.1016/j.ceramint.2024.03.380 · ExternalCitation · doi-reference
An encoder–decoder LSTM-based EMPC framework applied to a building HVAC system
10.1016/j.cherd.2020.06.008 · ExternalCitation · doi-reference
A deep dive into cybersecurity solutions for AI-driven IoT-enabled smart cities in advanced communication networks
10.1016/j.comcom.2024.108000 · ExternalCitation · doi-reference
Enhancing smart city IoT communication: A two-layer NOMA-based network with caching mechanisms and optimized resource allocation
10.1016/j.comnet.2024.110857 · ExternalCitation · doi-reference
Mechanical evaluation of dowel-bearing properties of structural lvl members for mass timber construction
10.1016/j.conbuildmat.2026.146352 · ExternalCitation · doi-reference
Key communication technologies, applications, protocols and future guides for IoT-assisted smart grid systems: A review
10.1016/j.egyr.2023.01.085 · ExternalCitation · doi-reference
Fuzzy-based smart energy management system for residential buildings in Saudi Arabia: A comparative study
10.1016/j.egyr.2023.12.039 · ExternalCitation · doi-reference
Optimizing energy efficiency and comfort in smart homes through predictive optimization: A case study with indoor environmental parameter consideration
10.1016/j.egyr.2024.05.038 · ExternalCitation · doi-reference
Predictive modelling of cooling consumption in nursing homes using artificial neural networks: Implications for energy efficiency and thermal comfort
10.1016/j.egyr.2024.08.029 · ExternalCitation · doi-reference
Assessing energy savings and visual comfort with PDLC-based smart window in an Istanbul office building: A case study
10.1016/j.egyr.2024.10.009 · ExternalCitation · doi-reference
Prediction of electricity consumption using an innovative deep energy predictor model for enhanced accuracy and efficiency
10.1016/j.egyr.2024.11.018 · ExternalCitation · doi-reference
Smart buildings: Federated learning-driven secure, transparent and smart energy management system using XAI
10.1016/j.egyr.2025.01.063 · ExternalCitation · doi-reference
Impact of virtual power plants on grid stability and renewable energy integration in smart cities using IoT
10.1016/j.egyr.2025.02.048 · ExternalCitation · doi-reference
Investigating the performance of AI-driven smart building systems through advanced deep learning model analysis
10.1016/j.egyr.2025.05.003 · ExternalCitation · doi-reference
Integrating digital twins and neural networks for real-time temperature management in smart homes: An innovative approach using ZigBee networks
10.1016/j.egyr.2025.05.055 · ExternalCitation · doi-reference
Exploring the role of artificial intelligence in achieving sustainable development goals: A systematic review
10.1016/j.eiar.2026.108430 · ExternalCitation · doi-reference
Trends, benefits, risks, and challenges of IoT implementation in residential and commercial buildings
10.1016/j.enbenv.2021.01.009 · ExternalCitation · doi-reference
Lighting energy savings in offices using different control systems and their real consumption
10.1016/j.enbuild.2007.04.006 · ExternalCitation · doi-reference
Automated data-driven modeling of building energy systems via machine learning algorithms
10.1016/j.enbuild.2019.109384 · ExternalCitation · doi-reference
A personal touch to demand response: An occupant-centric control strategy for HVAC systems using personalized comfort models
10.1016/j.enbuild.2023.113769 · ExternalCitation · doi-reference
Applications of artificial intelligence for energy efficiency throughout the building lifecycle: An overview
10.1016/j.enbuild.2024.113903 · ExternalCitation · doi-reference
Energy management based on safe multi-agent reinforcement learning for smart buildings in distribution networks
10.1016/j.enbuild.2024.114410 · ExternalCitation · doi-reference
Centralised vs. decentralised federated load forecasting in smart buildings: Who holds the key to adversarial attack robustness?
10.1016/j.enbuild.2024.114871 · ExternalCitation · doi-reference
Assessing the performance of smart buildings and smart retrofit interventions through key performance indicators: Defining minimum performance thresholds
10.1016/j.enbuild.2024.114988 · ExternalCitation · doi-reference
Optimizing indoor environmental prediction in smart buildings: A comparative analysis of deep learning models
10.1016/j.enbuild.2024.115086 · ExternalCitation · doi-reference
Predicting occupant energy consumption in different indoor layout configurations using a hybrid agent-based modeling and machine learning approach
10.1016/j.enbuild.2024.115102 · ExternalCitation · doi-reference
Development and application of a digital twin model for net zero energy building operation and maintenance utilizing BIM-IoT integration
10.1016/j.enbuild.2024.115170 · ExternalCitation · doi-reference
Digital twin model calibration of HVAC system using adaptive domain nelder-mead method
10.1016/j.enbuild.2025.115340 · ExternalCitation · doi-reference
Synergistic integration of digital twins and zero energy buildings for climate change mitigation in sustainable smart cities: A systematic review and novel framework
10.1016/j.enbuild.2025.115484 · ExternalCitation · doi-reference
Occupant-centric multicriteria optimization of hybrid personalized hvac system: Impact of supply inlet layout and return air ratio
10.1016/j.enbuild.2025.115494 · ExternalCitation · doi-reference
Innovative AI strategies for enhancing smart building operations through digital twins: A survey
10.1016/j.enbuild.2025.115567 · ExternalCitation · doi-reference
Ensuring real-time data integrity in smart building applications: A systematic end-to-end comprehensive pipeline evaluated in numerous real-life cases
10.1016/j.enbuild.2025.115586 · ExternalCitation · doi-reference
Context-aware smart energy management system: A reinforcement learning and IoT-based framework for enhancing energy efficiency and thermal comfort in sustainable buildings
10.1016/j.enbuild.2025.115804 · ExternalCitation · doi-reference
Development and testing of an IoT platform with smart algorithms for building energy management systems
10.1016/j.enbuild.2025.115970 · ExternalCitation · doi-reference
Unraveling the applicability and thermal performance of PCM-impregnated wood in personalized comfort systems: Thermal manikin verification
10.1016/j.enbuild.2025.116028 · ExternalCitation · doi-reference
Towards intelligent management of regional building energy systems: A framework combined with deep reinforcement learning for hybrid energy storage
10.1016/j.enconman.2025.119656 · ExternalCitation · doi-reference
Optimizing building energy systems for grid-interactivity, comfort and resilience
10.1016/j.enconman.2025.119927 · ExternalCitation · doi-reference
Cost-effective intelligent building: Energy management system using machine learning and multi-criteria decision support
10.1016/j.eneco.2025.108184 · ExternalCitation · doi-reference
Occupant behavior long-term continuous monitoring integrated to prediction models: Impact on office building energy performance
10.1016/j.energy.2019.04.005 · ExternalCitation · doi-reference
Enhancing building energy consumption prediction introducing novel occupant behavior models with sparrow search optimization and attention mechanisms: A case study for forty-five buildings in a university community
10.1016/j.energy.2024.130896 · ExternalCitation · doi-reference
Advancing building intelligence: Developing and implementing standardized smart readiness indicator (SRI) on-site audit procedure
10.1016/j.energy.2025.134538 · ExternalCitation · doi-reference
Optimal control of HVAC systems through active disturbance rejection control-assisted reinforcement learning
10.1016/j.energy.2025.135824 · ExternalCitation · doi-reference
ANN-based model predictive control for optimizing space cooling management
10.1016/j.energy.2025.136469 · ExternalCitation · doi-reference
Intelligent adaptive lighting algorithm: Integrating reinforcement learning and fuzzy logic for personalized interior lighting
10.1016/j.engappai.2024.108512 · ExternalCitation · doi-reference
Perturbation defense ultra high-speed weak target recognition
10.1016/j.engappai.2024.109420 · ExternalCitation · doi-reference
Bi-level energy sharing model between multi-energy cloud energy storage and multiple integrated energy systems
10.1016/j.epsr.2025.112541 · ExternalCitation · doi-reference
The key role of clean energy and technology in smart cities development
10.1016/j.esr.2022.100943 · ExternalCitation · doi-reference
Energy efficiency in sustainable buildings: A systematic review with taxonomy, challenges, motivations, methodological aspects, recommendations, and pathways for future research
10.1016/j.esr.2022.101013 · ExternalCitation · doi-reference
Integration of smart buildings with high penetration of storage systems in isolated 100% renewable microgrids
10.1016/j.est.2024.114633 · ExternalCitation · doi-reference
On building automation system security
10.1016/j.hcc.2024.100236 · ExternalCitation · doi-reference
6G internet-of-things assisted smart homes and buildings: Enabling technologies, opportunities and challenges
10.1016/j.iot.2025.101658 · ExternalCitation · doi-reference
Towards a conceptual framework for AI-driven anomaly detection in smart city IoT networks for enhanced cybersecurity
10.1016/j.jik.2024.100601 · ExternalCitation · doi-reference
When does artificial intelligence innovation pay in servitization? A combined organizational learning and socio-technical systems perspective
10.1016/j.jik.2026.100960 · ExternalCitation · doi-reference
Intelligent energy management with IoT framework in smart cities using intelligent analysis: An application of machine learning methods for complex networks and systems
10.1016/j.jnca.2024.104089 · ExternalCitation · doi-reference
Reinforcement learning for HVAC control in intelligent buildings: A technical and conceptual review
10.1016/j.jobe.2024.110085 · ExternalCitation · doi-reference
Occupancy estimation and activity recognition in smart buildings using open set domain adaptation
10.1016/j.jobe.2025.113784 · ExternalCitation · doi-reference
Generative artificial intelligence (AI) in built environment design and planning – a state-of-the-art review
10.1016/j.pes.2024.100040 · ExternalCitation · doi-reference
A customizable benchmarking tool for evaluating personalized thermal comfort provisioning in smart spaces using digital twins
10.1016/j.pmcj.2025.102076 · ExternalCitation · doi-reference
AI-powered sustainability in smart cities
10.1016/j.procs.2025.04.525 · ExternalCitation · doi-reference
Machine learning-based predictive model for thermal comfort and energy optimization in smart buildings
10.1016/j.rineng.2024.102148 · ExternalCitation · doi-reference
Harmonizing smart technologies with building resilience and sustainable built environment systems
10.1016/j.rineng.2024.102158 · ExternalCitation · doi-reference
AI-enhanced automation of building energy optimization using a hybrid stacked model and genetic algorithms: Experiments with seven machine learning techniques and a deep neural network
10.1016/j.rineng.2025.104994 · ExternalCitation · doi-reference
A review on applications of ANN and SVM for building electrical energy consumption forecasting
10.1016/j.rser.2014.01.069 · ExternalCitation · doi-reference
A systematic literature review on the use of artificial intelligence in energy self-management in smart buildings
10.1016/j.rser.2021.111530 · ExternalCitation · doi-reference
Building automation systems for energy and comfort management in green buildings: A critical review and future directions
10.1016/j.rser.2023.113301 · ExternalCitation · doi-reference
Challenges and opportunities in European smart buildings energy management: A critical review
10.1016/j.rser.2024.114472 · ExternalCitation · doi-reference
A comprehensive review on definitions, development, and policies of net-zero carbon buildings (nZCBs)
10.1016/j.rser.2025.115750 · ExternalCitation · doi-reference
Assessment of smart district heating–cooling networks considering renewable and zero-carbon strategies
10.1016/j.rser.2025.116037 · ExternalCitation · doi-reference
An overview of machine learning applications for smart buildings
10.1016/j.scs.2021.103445 · ExternalCitation · doi-reference
Smart city dimensions and associated risks: Review of literature
10.1016/j.scs.2021.103542 · ExternalCitation · doi-reference
Sustainable, green, or smart? Pathways for energy-efficient healthcare buildings
10.1016/j.scs.2023.105013 · ExternalCitation · doi-reference
Which built environment factors promote urban residents’ climate change adaptive behaviors? Multi-group application of an exploratory framework via adaptive motivations’ mediation
10.1016/j.scs.2026.107214 · ExternalCitation · doi-reference
Distributed, decentralized, and democratized artificial intelligence
10.1016/j.techfore.2018.11.010 · ExternalCitation · doi-reference
Digital twin based deep learning framework for personalized thermal comfort prediction and energy efficient operation in smart buildings
10.1038/s41598-025-10086-y · ExternalCitation · doi-reference
Deep learning and multi-objective optimization for real-time occupancy-based energy control in smart buildings
10.1038/s41598-025-23134-4 · ExternalCitation · doi-reference
A review on integrating IoT, IIoT, and industry 4.0: A pathway to smart manufacturing and digital transformation
10.1049/ise2/9275962 · ExternalCitation · doi-reference
SECRM-2D: RL-based efficient and comfortable route-following autonomous driving with analytic safety guarantees
10.1049/itr2.70013 · ExternalCitation · doi-reference
A systematic review of the BIM in construction: From smart building management to interoperability of BIM & AI
10.1080/00038628.2023.2243247 · ExternalCitation · doi-reference
Optimization of drying of olive leaves in a pilot-scale heat pump dryer
10.1080/07373930802683021 · ExternalCitation · doi-reference
Enhancing smart readiness of buildings: bridging the knowledge gap to European citizens
10.1080/14786451.2024.2385632 · ExternalCitation · doi-reference
Smart LED lighting system with occupants’ preference and daylight harvesting in office buildings
10.1080/15567036.2020.1859650 · ExternalCitation · doi-reference
A state-of-the-art review on artificial intelligence for smart buildings
10.1080/17508975.2019.1613219 · ExternalCitation · doi-reference
Exploring tourist spatiotemporal behavior differences and tourism infrastructure supply–demand pattern fusing social media and nighttime light remote sensing data
10.1080/17538947.2024.2310723 · ExternalCitation · doi-reference
Numerical behavior-aware scheduling framework for residential appliance control under time-of-use tariffs
10.1080/19401493.2025.2556690 · ExternalCitation · doi-reference
The impact of supply chain digitalization on the technological innovation of new energy vehicle enterprises: The moderated mediation effect
10.1108/bpmj-10-2025-1657 · ExternalCitation · doi-reference
Neuro-fuzzy and networks-based data driven model for multi-charging scenarios of plug-in-electric vehicles
10.1109/access.2023.3303963 · ExternalCitation · doi-reference
Technical analysis of comfort and energy consumption in smart buildings with three levels of automation: scheduling, smart sensors, and IoT
10.1109/access.2025.3526858 · ExternalCitation · doi-reference
Neural architecture search for anomaly detection in time-series data of smart buildings: A reinforcement learning approach for optimal autoencoder design
10.1109/jiot.2024.3360882 · ExternalCitation · doi-reference
A survey of LoRaWAN-integrated wearable sensor networks for human activity recognition: Applications, challenges and possible solutions
10.1109/ojcoms.2024.3484002 · ExternalCitation · doi-reference
Embedding pose information for multiview vehicle model recognition
10.1109/tcsvt.2022.3151116 · ExternalCitation · doi-reference
Distributed resilient finite-time secondary control for heterogeneous battery energy storage systems under denial-of-service attacks
10.1109/tii.2019.2955739 · ExternalCitation · doi-reference
SDN-ESRC: A secure and resilient control plane for software-defined networks
10.1109/tnsm.2022.3163198 · ExternalCitation · doi-reference
An advanced energy-coordinated control for half-bridge submodule-based centralized DC chopper in offshore wind MMC-HVDC systems
10.1109/tpel.2026.3662057 · ExternalCitation · doi-reference
Sharding-based asynchronous coordination for secure and scalable peer-to-peer energy trading under delays and attacks
10.1109/tsg.2026.3698871 · ExternalCitation · doi-reference
A decision making technique to optimize a buildings’ stock energy efficiency
10.1109/tsmc.2016.2521836 · ExternalCitation · doi-reference
Perception theory: Perception representation and analysis in cybernetics
10.1109/tsmc.2024.3522360 · ExternalCitation · doi-reference
Contemporary cybernetics and its facets of cognitive informatics and computational intelligence
10.1109/tsmcb.2009.2013721 · ExternalCitation · doi-reference
Machine learning for smart building applications: Review and taxonomy
10.1145/3311950 · ExternalCitation · doi-reference
Sensing within smart buildings: A survey
10.1145/3596600 · ExternalCitation · doi-reference
A brief review of modelling methods for occupants’ behaviours in residential buildings
10.1177/1420326x251396163 · ExternalCitation · doi-reference
A comprehensive review of sensor-based smart building monitoring and data gathering techniques
10.3390/app142110057 · ExternalCitation · doi-reference
Wearable technologies in occupational safety and health: A systematic review and a human-centered implementation model
10.3390/app16104715 · ExternalCitation · doi-reference
The main barriers limiting the development of smart buildings
10.3390/buildings14061726 · ExternalCitation · doi-reference
Evolving trends in smart building research: A scientometric analysis
10.3390/buildings14093023 · ExternalCitation · doi-reference
A review of artificial intelligence and deep learning approaches for resource management in smart buildings
10.3390/buildings15152631 · ExternalCitation · doi-reference
Advances in federated learning: Applications and challenges in smart building environments and beyond
10.3390/computers14040124 · ExternalCitation · doi-reference
Explainable AI and multi-agent systems for energy management in IoT-edge environments: A state of the art review
10.3390/electronics15020385 · ExternalCitation · doi-reference
A practical review to support the implementation of smart solutions within neighbourhood building stock
10.3390/en16155701 · ExternalCitation · doi-reference
A review of privacy concerns in energy-efficient smart buildings: Risks, rights, and regulations
10.3390/en17050977 · ExternalCitation · doi-reference
Data-driven technologies for energy optimization in smart buildings: A scoping review
10.3390/en18020290 · ExternalCitation · doi-reference
Digital twin-based simulation of smart building energy performance: BIM-integrated MATLAB/Simulink framework for BACS and SRI evaluation
10.3390/en19020543 · ExternalCitation · doi-reference
Reviewing and integrating aec practices into industry 6.0: Strategies for smart and sustainable future-built environments
10.3390/su151813464 · ExternalCitation · doi-reference
Spatiotemporal evolution and driving factors of green transition resilience in four types of China’s resource-based cities based on the geographical detector model
10.3390/su18010391 · ExternalCitation · doi-reference
