Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations

Cyber-security on smart grid: Threats and potential solutions

(2020) Muhammed Zekeriya Gunduz et al.   Computer Networks

Internet of Things (IoT) and the Energy Sector

(2020) Naser Hossein Motlagh et al.   Energies

An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges

(2020) Hengjie Zhang et al.   Information Fusion

A literature review of IoT energy platforms aimed at end users

(2020) Miguel M. Martín-Lopo et al.   Computer Networks

Robust event-based non-intrusive appliance recognition using multi-scale wavelet packet tree and ensemble bagging tree

(2020) Yassine Himeur et al.   APPLIED ENERGY

“Triple Target” policy framework to influence household energy behavior: Satisfy, strengthen, include

(2020) Constantine Spandagos et al.   APPLIED ENERGY

Large-Scale decision-making: Characterization, taxonomy, challenges and future directions from an Artificial Intelligence and applications perspective

(2020) Ru-Xi Ding et al.   Information Fusion

Machine learning based system for managing energy efficiency of public sector as an approach towards smart cities

(2020) Marijana Zekić-Sušac et al.   INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT

Influencing occupant's choices by using spatiotemporal information visualization in Immersive Virtual Environments

(2019) Joao P. Carneiro et al.   BUILDING AND ENVIRONMENT

Multi-Parametric Analysis of Reliability and Energy Consumption in IoT: A Deep Learning Approach

(2019) Muhammad Ateeq et al.   SENSORS

Energy efficient edge-of-things

(2019) Asfa Toor et al.   EURASIP Journal on Wireless Communications and Networking

Data fusion in predicting internal heat gains for office buildings through a deep learning approach

(2019) Zhe Wang et al.   APPLIED ENERGY

A review of building information modeling (BIM) and the internet of things (IoT) devices integration: Present status and future trends

(2019) Shu Tang et al.   AUTOMATION IN CONSTRUCTION

Multi-Agent Recommendation System for Electrical Energy Optimization and Cost Saving in Smart Homes

(2019) Diego Jiménez-Bravo et al.   Energies

MultiModal Wireless Sensor Networks for Monitoring Applications: A review

(2019) Juan Aranda et al.   JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS

A Sensor Network Approach for Violence Detection in Smart Cities Using Deep Learning

(2019) Marius Baba et al.   SENSORS

Opportunistic occupancy-count estimation using sensor fusion: A case study

(2019) Brodie W. Hobson et al.   BUILDING AND ENVIRONMENT

Smart Management Consumption in Renewable Energy Fed Ecosystems

(2019) Francisco Javier Ferrández-Pastor et al.   SENSORS

The Virtual Developer

(2019) Carlo Bernaschina et al.   ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

Endorsing domestic energy saving behavior using micro-moment classification

(2019) Abdullah Alsalemi et al.   APPLIED ENERGY

Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering

(2019) Wei Wang et al.   BUILDING AND ENVIRONMENT

Forecasting Energy Use in Buildings Using Artificial Neural Networks: A Review

(2019) Jason Runge et al.   Energies

Data fusion analysis applied to different climate change models: An application to the energy consumptions of a building office

(2019) Francesco Guarino et al.   ENERGY AND BUILDINGS

The Role of Micro-Moments: A Survey of Habitual Behavior Change and Recommender Systems for Energy Saving

(2019) Abdullah Alsalemi et al.   IEEE Systems Journal

Cloud-Fog-based approach for Smart Grid monitoring

(2019) Miodrag Forcan et al.   SIMULATION MODELLING PRACTICE AND THEORY

Real-time energy visualization system for light commercial businesses

(2019) Nathaniel Smith et al.   Sustainable Energy Technologies and Assessments

Unsupervised algorithm for disaggregating low-sampling-rate electricity consumption of households

(2019) Jordan Holweger et al.   Sustainable Energy Grids & Networks

Meeting 2030 primary energy and economic growth goals: Mission impossible?

(2019) Matthew Kuperus Heun et al.   APPLIED ENERGY

Dairy waste-to-energy incentive policy design using Stackelberg-game-based modeling and optimization

(2019) Ning Zhao et al.   APPLIED ENERGY

iFusion: Towards efficient intelligence fusion for deep learning from real-time and heterogeneous data

(2019) Kehua Guo et al.   Information Fusion

EmbraceNet: A robust deep learning architecture for multimodal classification

(2019) Jun-Ho Choi et al.   Information Fusion

Achieving maximum energy consumption efficiency from a personal behavior perspective: A case study of Kumamoto

(2019) Yanhong Yin et al.   JOURNAL OF CLEANER PRODUCTION

Non-Intrusive Load Monitoring Using Additive Factorial Approximate Maximum a Posteriori Based on Iterative Fuzzy $c$ -Means

(2019) T. Y. Ji et al.   IEEE Transactions on Smart Grid

The ENERTALK dataset, 15 Hz electricity consumption data from 22 houses in Korea

(2019) Changho Shin et al.   Scientific Data

Environmental and economic implications of energy efficiency in new residential buildings: A multi-criteria selection approach

(2019) Delia D'Agostino et al.   Energy Strategy Reviews

Assessing the effectiveness of gamification in reducing domestic energy consumption: Lessons learned from the EnerGAware project

(2019) Miquel Casals et al.   ENERGY AND BUILDINGS

Energy and performance aware fog computing: A case of DVFS and green renewable energy

(2019) Asfa Toor et al.   Future Generation Computer Systems-The International Journal of eScience

Urban big data fusion based on deep learning: An overview

(2019) Jia Liu et al.   Information Fusion

Using Hellinger and Bures metrics to construct two-dimensional quantum metric space for weather data fusion

(2019) Weimin Peng et al.   Information Fusion

Towards Efficient Data Collection in Space-Based Internet of Things

(2019) Changjiang Fei et al.   SENSORS

Occupant perceptions of building information model-based energy visualizations in eco-feedback systems

(2018) Abigail Francisco et al.   APPLIED ENERGY

Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings

(2018) Wei Wang et al.   AUTOMATION IN CONSTRUCTION

The Impact of Building Occupant Behavior on Energy Efficiency and Methods to Influence It: A Review of the State of the Art

(2018) Antonio Paone et al.   Energies

Power Estimation of Multiple Two-State Loads Using A Probabilistic Non-Intrusive Approach

(2018) Nilson Henao et al.   Energies

Linking building energy consumption with occupants’ energy-consuming behaviors in commercial buildings: Non-intrusive occupant load monitoring (NIOLM)

(2018) Hamed Nabizadeh Rafsanjani et al.   ENERGY AND BUILDINGS

Interactive visualization for NILM in large buildings using non-negative matrix factorization

(2018) Diego García et al.   ENERGY AND BUILDINGS

Real-Time Pricing by Data Fusion on Networks

(2018) Shinsaku Izumi et al.   IEEE Transactions on Industrial Informatics

Collaborative Filtering-based Electricity Plan Recommender System

(2018) Yuan Zhang et al.   IEEE Transactions on Industrial Informatics

A survey on deep learning for big data

(2018) Qingchen Zhang et al.   Information Fusion

A review on optimization methods applied in energy-efficient building geometry and envelope design

(2018) Farshad Kheiri   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Multi-User Low Intrusive Occupancy Detection

(2018) Azkario Pratama et al.   SENSORS

An Advanced IoT-based System for Intelligent Energy Management in Buildings

(2018) Vangelis Marinakis et al.   SENSORS

A Cloud-based On-line Disaggregation Algorithm for Home Appliance Loads

(2018) Million Abayneh Mengistu et al.   IEEE Transactions on Smart Grid

An Extensible Approach for Non-Intrusive Load Disaggregation With Smart Meter Data

(2018) Weicong Kong et al.   IEEE Transactions on Smart Grid

Non-Intrusive Energy Use Monitoring for a Group of Electrical Appliances

(2018) Yu Liu et al.   IEEE Transactions on Smart Grid

Model Predictive Control Home Energy Management and Optimization Strategy with Demand Response

(2018) Radu Godina et al.   Applied Sciences-Basel

A Review of Internet of Energy Based Building Energy Management Systems: Issues and Recommendations

(2018) M. A. Hannan et al.   IEEE Access

Window and door opening behavior, carbon dioxide concentration, temperature, and energy use during the heating season in classrooms with different ventilation retrofits—ASHRAE RP1624

(2018) Anna Heebøll et al.   Science and Technology for the Built Environment

City Scanner: Building and Scheduling a Mobile Sensing Platform for Smart City Services

(2018) Amin Anjomshoaa et al.   IEEE Internet of Things Journal

Exploring the impact of network tariffs on household electricity expenditures using load profiles and socio-economic characteristics

(2018) Valeriya Azarova et al.   Nature Energy

A multi-sensor data fusion technique using data correlations among multiple applications

(2018) Claudio M. de Farias et al.   Future Generation Computer Systems-The International Journal of eScience

iTCM: Towards Learning-Based Thermal Comfort Modeling via Pervasive Sensing for Smart Buildings

(2018)   IEEE Internet of Things Journal

A game theoretic approach for assessing residential energy-efficiency program considering rebound, consumer behavior, and government policies

(2018) Soroush Safarzadeh et al.   APPLIED ENERGY

A novel pricing scheme for managing virtual energy communities and promoting behavioral change towards energy efficiency

(2018) Ioannis Mamounakis et al.   ELECTRIC POWER SYSTEMS RESEARCH

Data fusion based coverage optimization in heterogeneous sensor networks: A survey

(2018) Xianjun Deng et al.   Information Fusion

An Improved Optimization Function for Maximizing User Comfort with Minimum Energy Consumption in Smart Homes

(2017) Israr Ullah et al.   Energies

Optimizing Energy Efficiency in Operating Built Environment Assets through Building Information Modeling: A Case Study

(2017) Ioan Petri et al.   Energies

An integrated research for architecture-based energy management in sustainable airports

(2017) Murat Pasa Uysal et al.   ENERGY

A review of comfort, health, and energy use: Understanding daily energy use and wellbeing for the development of a new approach to study comfort

(2017) Marco A. Ortiz et al.   ENERGY AND BUILDINGS

Energy conservation through smart homes in a smart city: A lesson for Singapore households

(2017) Abhishek Bhati et al.   ENERGY POLICY

A novel approach to information fusion in multi-source datasets: A granular computing viewpoint

(2017) Weihua Xu et al.   INFORMATION SCIENCES

Robust video copy detection based on ring decomposition based binarized statistical image features and invariant color descriptor (RBSIF-ICD)

(2017) Yassine Himeur et al.   MULTIMEDIA TOOLS AND APPLICATIONS

The impact of occupants’ behaviours on building energy analysis: A research review

(2017) Elham Delzendeh et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Gamification and serious games within the domain of domestic energy consumption: A systematic review

(2017) Daniel Johnson et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

An IoT-Based Solution for Monitoring a Fleet of Educational Buildings Focusing on Energy Efficiency

(2017) Dimitrios Amaxilatis et al.   SENSORS

Providing Personalized Energy Management and Awareness Services for Energy Efficiency in Smart Buildings

(2017) Eleni Fotopoulou et al.   SENSORS

Distributed Multisensor Data Fusion under Unknown Correlation and Data Inconsistency

(2017) Muhammad Abu Bakr et al.   SENSORS

A behavioral change-based approach to energy efficiency in a manufacturing plant

(2017) Krushna Mahapatra et al.   Energy Efficiency

Green IoT: An Investigation on Energy Saving Practices for 2020 and Beyond

(2017) Rushan Arshad et al.   IEEE Access

IoT-Based Sensor Data Fusion for Occupancy Sensing Using Dempster–Shafer Evidence Theory for Smart Buildings

(2017) Nashreen Nesa et al.   IEEE Internet of Things Journal

An Internet of Energy Things Based on Wireless LPWAN

(2017) Yonghua Song et al.   Engineering

Modelling the impact of social network on energy savings

(2016) Feng Du et al.   APPLIED ENERGY

Multi-objective optimization of the building energy performance: A simulation-based approach by means of particle swarm optimization (PSO)

(2016) N. Delgarm et al.   APPLIED ENERGY

System identification and data fusion for on-line adaptive energy forecasting in virtual and real commercial buildings

(2016) Xiwang Li et al.   ENERGY AND BUILDINGS

Comparing the performance of on/off, PID and fuzzy controllers applied to the heating system of an energy-efficient building

(2016) Giulia Ulpiani et al.   ENERGY AND BUILDINGS

A fusion framework for occupancy estimation in office buildings based on environmental sensor data

(2016) Zhenghua Chen et al.   ENERGY AND BUILDINGS

Modelling energy efficiency performance of residential building stocks based on Bayesian statistical inference

(2016) Marta Braulio-Gonzalo et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Improving Nonintrusive Load Monitoring Efficiency via a Hybrid Programing Method

(2016) Weicong Kong et al.   IEEE Transactions on Industrial Informatics

An Efficient Recommendation Filter Model on Smart Home Big Data Analytics for Enhanced Living Environments

(2016) Hao Chen et al.   SENSORS

Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring

(2016) Stephen Makonin et al.   IEEE Transactions on Smart Grid

Cloud-Assisted Data Fusion and Sensor Selection for Internet of Things

(2016) Farshid Hassani Bijarbooneh et al.   IEEE Internet of Things Journal

A data-driven feed-forward decision framework for building clusters operation under uncertainty

(2015) Mengqi Hu   APPLIED ENERGY

The impact of weather variation on energy consumption in residential houses

(2015) Mahelet G. Fikru et al.   APPLIED ENERGY

A Survey on Multisensor Fusion and Consensus Filtering for Sensor Networks

(2015) Wangyan Li et al.   DISCRETE DYNAMICS IN NATURE AND SOCIETY

A Solution Based on Bluetooth Low Energy for Smart Home Energy Management

(2015) Mario Collotta et al.   Energies

Application of multi-objective genetic algorithm to optimize energy efficiency and thermal comfort in building design

(2015) Wei Yu et al.   ENERGY AND BUILDINGS

Time series distance-based methods for non-intrusive load monitoring in residential buildings

(2015) Kaustav Basu et al.   ENERGY AND BUILDINGS

Visualization of energy and water consumption and GHG emissions: A case study of a Canadian University Campus

(2015) Aly Abdelalim et al.   ENERGY AND BUILDINGS

Non-Intrusive Appliance Load Identification Based on Higher-Order Statistics

(2015) Juan Diego Silva Guedes et al.   IEEE Latin America Transactions

Multi-agent system for energy consumption optimisation in higher education institutions

(2015) Ahmad Al-Daraiseh et al.   JOURNAL OF COMPUTER AND SYSTEM SCIENCES

Heating and cooling energy trends and drivers in buildings

(2015) Diana Ürge-Vorsatz et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Design criteria for visualization of energy consumption: A systematic literature review

(2015) Latha Karthigaa Murugesan et al.   Sustainable Cities and Society

An Anomaly Detection Based on Data Fusion Algorithm in Wireless Sensor Networks

(2015) Xingfeng Guo et al.   International Journal of Distributed Sensor Networks

An unsupervised training method for non-intrusive appliance load monitoring

(2014) Oliver Parson et al.   ARTIFICIAL INTELLIGENCE

Smarter than metering? Coupling smart meters and complementary currencies to reinforce the motivation of households for energy savings

(2014) Hélène Joachain et al.   ECOLOGICAL ECONOMICS

Energy-efficient fuzzy model-based multivariable predictive control of a HVAC system

(2014) Aleksander Preglej et al.   ENERGY AND BUILDINGS

Building energy consumption on-line forecasting using physics based system identification

(2014) Xiwang Li et al.   ENERGY AND BUILDINGS

Can social influence drive energy savings? Detecting the impact of social influence on the energy consumption behavior of networked users exposed to normative eco-feedback

(2013) Rishee K. Jain et al.   ENERGY AND BUILDINGS

Integrated dynamic modeling for energy optimization in the building: Part 1:The development of the model

(2013) S Mohammadreza Heibati et al.   Journal of Building Physics

State of the art in building modelling and energy performances prediction: A review

(2013) Aurélie Foucquier et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

The impact of peer network position on electricity consumption in building occupant networks utilizing energy feedback systems

(2012) Gabriel Peschiera et al.   ENERGY AND BUILDINGS

Study of a New Strategy for Pneumatic Actuator System Energy Efficiency Improvement via the Scroll Expander Technology

(2012) Xing Luo et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Energy efficient wireless sensor network communications based on computational intelligent data fusion for environmental monitoring

(2012) D.F. Larios et al.   IET Communications

Experimental analysis of model predictive control for an energy efficient building heating system

(2011) Jan Široký et al.   APPLIED ENERGY

Local Binary Patterns and Its Application to Facial Image Analysis: A Survey

(2011) Di Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Multisensor data fusion: A review of the state-of-the-art

(2011) Bahador Khaleghi et al.   Information Fusion

Visualizing energy consumption activities as a tool for making everyday life more sustainable

(2010) Kajsa Ellegård et al.   APPLIED ENERGY

Local binary patterns variants as texture descriptors for medical image analysis

(2010) Loris Nanni et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

WLD: A Robust Local Image Descriptor

(2009) Jie Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE