An occupant-centric air-conditioning system for occupant thermal preference recognition control in personal micro-environment

Establishment and application of intelligent city building information model based on BP neural network model

(2020) Yan-Wen Li et al.   COMPUTER COMMUNICATIONS

Introducing IEA EBC Annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation

(2020) William O’Brien et al.   BUILDING AND ENVIRONMENT

Assessing underlying effects on the choices of adaptive behaviours in offices through an interdisciplinary framework

(2020) Mateus V. Bavaresco et al.   BUILDING AND ENVIRONMENT

Human-in-the-loop HVAC operations: A quantitative review on occupancy, comfort, and energy-efficiency dimensions

(2019) Wooyoung Jung et al.   APPLIED ENERGY

Temperature-preference learning with neural networks for occupant-centric building indoor climate controls

(2019) Yuzhen Peng et al.   BUILDING AND ENVIRONMENT

A critical review of field implementations of occupant-centric building controls

(2019) June Young Park et al.   BUILDING AND ENVIRONMENT

Energy-consumption simulation of a distributed air-conditioning system integrated with occupant behavior

(2019) Jiantong Xie et al.   APPLIED ENERGY

Application of BP neural network to the prediction of coal ash melting characteristic temperature

(2019) Wang Liang et al.   FUEL

Using machine learning techniques for occupancy-prediction-based cooling control in office buildings

(2018) Yuzhen Peng et al.   APPLIED ENERGY

Personal comfort models: Predicting individuals' thermal preference using occupant heating and cooling behavior and machine learning

(2018) Joyce Kim et al.   BUILDING AND ENVIRONMENT

Individual difference in thermal comfort: A literature review

(2018) Zhe Wang et al.   BUILDING AND ENVIRONMENT

A review of occupant-centric building control strategies to reduce building energy use

(2018) Sophie Naylor et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Occupant comfort and behavior: High-resolution data from a 6-month field study of personal comfort systems with 37 real office workers

(2018) Joyce Kim et al.   BUILDING AND ENVIRONMENT

Machine learning method for real-time non-invasive prediction of individual thermal preference in transient conditions

(2018) Andrei Claudiu Cosma et al.   BUILDING AND ENVIRONMENT

Actimetry for Estimating Occupant Activity Levels in Buildings: A Step Toward Optimal and Energy-Efficient Indoor Conditioning

(2018) Asit Mishra et al.   IEEE Consumer Electronics Magazine

User engaging practices for energy saving in buildings: Critical review and new enhanced procedure

(2017) Daniela Pasini et al.   ENERGY AND BUILDINGS

A framework for quantifying the impact of occupant behavior on energy savings of energy conservation measures

(2017) Kaiyu Sun et al.   ENERGY AND BUILDINGS

Povl Ole Fanger’s impact ten years later

(2017) Francesca Romana d’Ambrosio Alfano et al.   ENERGY AND BUILDINGS

Development and implementation of a thermostat learning algorithm

(2017) H. Burak Gunay et al.   Science and Technology for the Built Environment

Occupant feedback based model predictive control for thermal comfort and energy optimization: A chamber experimental evaluation

(2016) Xiao Chen et al.   APPLIED ENERGY

Modelling personal thermal sensations using C-Support Vector Classification (C-SVC) algorithm

(2016) Lai Jiang et al.   BUILDING AND ENVIRONMENT

BEES: Real-time occupant feedback and environmental learning framework for collaborative thermal management in multi-zone, multi-occupant buildings

(2016) Santosh K. Gupta et al.   ENERGY AND BUILDINGS

Learning based personalized energy management systems for residential buildings

(2016) Mallikarjun Soudari et al.   ENERGY AND BUILDINGS

Occupant-oriented mixed-mode EnergyPlus predictive control simulation

(2016) Jie Zhao et al.   ENERGY AND BUILDINGS

Practical implementation and evaluation of model predictive control for an office building in Brussels

(2016) Roel De Coninck et al.   ENERGY AND BUILDINGS

Simulating the human-building interaction: Development and validation of an agent-based model of office occupant behaviors

(2015) Jared Langevin et al.   BUILDING AND ENVIRONMENT

Novel activity classification and occupancy estimation methods for intelligent HVAC (heating, ventilation and air conditioning) systems

(2015) Rajib Rana et al.   ENERGY

Trial results from a model predictive control and optimisation system for commercial building HVAC

(2014) Samuel R. West et al.   ENERGY AND BUILDINGS

Implementation of model predictive control for an HVAC system in a mid-size commercial building

(2014) Sorin C. Bengea et al.   HVAC&R RESEARCH

A data-driven method to describe the personalized dynamic thermal comfort in ordinary office environment: From model to application

(2013) Qianchuan Zhao et al.   BUILDING AND ENVIRONMENT

User-led decentralized thermal comfort driven HVAC operations for improved efficiency in office buildings

(2013) Farrokh Jazizadeh et al.   ENERGY AND BUILDINGS

Simulating multiple occupant behaviors in buildings: An agent-based modeling approach

(2013) Yoon Soo Lee et al.   ENERGY AND BUILDINGS

A real-time model predictive control for building heating and cooling systems based on the occupancy behavior pattern detection and local weather forecasting

(2013) Bing Dong et al.   Building Simulation

Design and simulation of a thermal comfort adaptive system based on fuzzy logic and on-line learning

(2012) Pablo Bermejo et al.   ENERGY AND BUILDINGS

Neural networks based predictive control for thermal comfort and energy savings in public buildings

(2012) P.M. Ferreira et al.   ENERGY AND BUILDINGS

A personalized measure of thermal comfort for building controls

(2010) David Daum et al.   BUILDING AND ENVIRONMENT

Literature survey on how different factors influence human comfort in indoor environments

(2010) Monika Frontczak et al.   BUILDING AND ENVIRONMENT

Image quality in image classification: Design and construction of an image quality database

(2008) Shuo Yan et al.   COMPUTERS & CHEMICAL ENGINEERING