A proactive 2-stage indoor CO2-based demand-controlled ventilation method considering control performance and energy efficiency

Vapor-selective active membrane energy exchanger with mechanical ventilation and indoor air recirculation

(2022) Andrew J. Fix et al.   APPLIED ENERGY

The nexus of the indoor CO2 concentration and ventilation demands underlying CO2-based demand-controlled ventilation in commercial buildings: A critical review

(2022) Xing Lu et al.   BUILDING AND ENVIRONMENT

Novel hybrid modeling approach for utilizing simple linear regression models to solve multi-input nonlinear problems of indoor humidity modeling

(2022) Tao Lu et al.   BUILDING AND ENVIRONMENT

Probabilistic occupancy forecasting for risk-aware optimal ventilation through autoencoder Bayesian deep neural networks

(2022) Chaoqun Zhuang et al.   BUILDING AND ENVIRONMENT

Forecasting monthly gas field production based on the CNN-LSTM model

(2022) Wenshu Zha et al.   ENERGY

A mathematical programming approach to SVM-based classification with label noise

(2022) Víctor Blanco et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A real-time optimal control strategy for multi-zone VAV air-conditioning systems adopting a multi-agent based distributed optimization method

(2021) Wenzhuo Li et al.   APPLIED ENERGY

Energy-saving potential evaluation for primary schools with occupant-centric controls

(2021) Yunyang Ye et al.   APPLIED ENERGY

Novel demand-controlled optimization of constant-air-volume mechanical ventilation for indoor air quality, durability and energy saving

(2021) Sheng Zhang et al.   APPLIED ENERGY

A Novel Data-driven Air Balancing Method with Energy-Saving Constraint Strategy to Minimize the Energy Consumption of Ventilation System

(2021) Fanyong Cheng et al.   ENERGY

Tube-based robust model predictive control of multi-zone demand-controlled ventilation systems for energy saving and indoor air quality

(2021) Bingxu Li et al.   APPLIED ENERGY

HVAC energy savings, thermal comfort and air quality for occupant-centric control through a side-by-side experimental study

(2021) Meng Kong et al.   APPLIED ENERGY

Estimation of the influences of spatiotemporal variations in air density on wind energy assessment in China based on deep neural network

(2021) Yushi Liang et al.   ENERGY

Study on long-term variation characteristics of indoor CO2 concentrations based on a data-driven method

(2021) Jinfu Zheng et al.   ENERGY AND BUILDINGS

A novel simulation-based framework for sensor error impact analysis in smart building systems: A case study for a demand-controlled ventilation system

(2020) Xing Lu et al.   APPLIED ENERGY

A proactive energy-efficient optimal ventilation system using artificial intelligent techniques under outdoor air quality conditions

(2020) KiJeon Nam et al.   APPLIED ENERGY

An energy-saving oriented air balancing method for demand controlled ventilation systems with branch and black-box model

(2020) Can Cui et al.   APPLIED ENERGY

Uncertainty analysis of various CO2-Based tracer-gas methods for estimating seasonal ventilation rates in classrooms with different mechanical systems

(2020) Adel Kabirikopaei et al.   BUILDING AND ENVIRONMENT

Critical review of standards for indoor thermal environment and air quality

(2020) Dolaana Khovalyg et al.   ENERGY AND BUILDINGS

A multi-agent based distributed approach for optimal control of multi-zone ventilation systems considering indoor air quality and energy use

(2020) Wenzhuo Li et al.   APPLIED ENERGY

Forecasting office indoor CO2 concentration using machine learning with a one-year dataset

(2020) Johanna Kallio et al.   BUILDING AND ENVIRONMENT

Efficacy of occupancy-based smart ventilation control strategies in energy-efficient homes in the United States

(2019) Jordan D. Clark et al.   BUILDING AND ENVIRONMENT

Evaluation of the humidity performance of a carbon dioxide (CO2) capture device as a novel ventilation strategy in buildings

(2019) Moon Keun Kim et al.   APPLIED ENERGY

Occupancy-based zone-level VAV system control implications of thermal comfort, ventilation, indoor air quality and building energy efficiency

(2019) Prashant Anand et al.   ENERGY AND BUILDINGS

Performance evaluation of CO 2 -based ventilation control to reduce CO 2 concentration and condensation risk in residential buildings

(2018) Mi-Su Shin et al.   BUILDING AND ENVIRONMENT

A Cognitive System Architecture for Building Energy Management

(2018) Gerhard Zucker et al.   IEEE Transactions on Industrial Informatics

Ventilation control strategy using low-dimensional linear ventilation models and artificial neural network

(2018) Shi-Jie Cao et al.   BUILDING AND ENVIRONMENT

Interpretation and diagnosis of fouling progress in membrane bioreactor plants using a periodic pattern recognition method

(2017) KiJeon Nam et al.   KOREAN JOURNAL OF CHEMICAL ENGINEERING

Monitoring Indoor Air Quality for Enhanced Occupational Health

(2016) Rui Pitarma et al.   JOURNAL OF MEDICAL SYSTEMS

Towards sustainable, energy-efficient and healthy ventilation strategies in buildings: A review

(2016) Behrang Chenari et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS