Modeling and optimization of environment in agricultural greenhouses for improving cleaner and sustainable crop production

Construction of greenhouse environment temperature adaptive model based on parameter identification

(2020) Lina Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Time-serial analysis of deep neural network models for prediction of climatic conditions inside a greenhouse

(2020) Dae-Hyun Jung et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Long-term planning of supplying energy for greenhouses using renewable resources under uncertainty

(2020) Saeed Mirzamohammadi et al.   JOURNAL OF CLEANER PRODUCTION

Hierarchical model predictive control of Venlo-type greenhouse climate for improving energy efficiency and reducing operating cost

(2020) Dong Lin et al.   JOURNAL OF CLEANER PRODUCTION

The effect of dynamic solar heat load on the greenhouse microclimate using CFD simulation

(2019) Ayad Saberian et al.   RENEWABLE ENERGY

Attention-based recurrent neural networks for accurate short-term and long-term dissolved oxygen prediction

(2019) Yeqi Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A fast modeling and optimization scheme for greenhouse environmental system using proper orthogonal decomposition and multi-objective genetic algorithm

(2019) Kangji Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Greenhouse energy management: The thermal interaction of greenhouses with the ground

(2019) James Alistair Fox et al.   JOURNAL OF CLEANER PRODUCTION

Review on greenhouse microclimate and application: Design parameters, thermal modeling and simulation, climate controlling technologies

(2019) Noureddine Choab et al.   SOLAR ENERGY

Energy efficient operation and modeling for greenhouses: A literature review

(2019) E. Iddio et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Optimal design for solar greenhouses based on climate conditions

(2019) Homa Esmaeli et al.   RENEWABLE ENERGY

An Integrated Yield Prediction Model for Greenhouse Tomato

(2019) Dingyi Lin et al.   Agronomy-Basel

DSTP-RNN: A dual-stage two-phase attention-based recurrent neural network for long-term and multivariate time series prediction

(2019) Yeqi Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Performance enhancement of a greenhouse dryer: Analysis of a cost-effective alternative solar air heater

(2019) Ataollah Khanlari et al.   JOURNAL OF CLEANER PRODUCTION

Modeling of a greenhouse prototype using PSO and differential evolution algorithms based on a real-time LabView™ application

(2018) Alfonso Pérez-González et al.   APPLIED SOFT COMPUTING

A knowledge-and-data-driven modeling approach for simulating plant growth and the dynamics of CO 2 /O 2 concentrations in a closed system of plants and humans by integrating mechanistic and empirical models

(2018) Xing-Rong Fan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Energy Consumption Prediction of a Greenhouse and Optimization of Daily Average Temperature

(2018) Yongtao Shen et al.   Energies

A decision support system based on multisensor data fusion for sustainable greenhouse management

(2018) Giuseppe Aiello et al.   JOURNAL OF CLEANER PRODUCTION

Modeling of greenhouse agro-ecosystem using optimally designed bootstrapping artificial neural network

(2018) Revathi Soundiran et al.   NEURAL COMPUTING & APPLICATIONS

Forecasting Root-Zone Electrical Conductivity of Nutrient Solutions in Closed-Loop Soilless Cultures via a Recurrent Neural Network Using Environmental and Cultivation Information

(2018) Taewon Moon et al.   Frontiers in Plant Science

Development of a microclimate model for prediction of temperatures inside a naturally ventilated greenhouse under cucumber crop in soilless media

(2018) Mahesh Chand Singh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Development and analysis of dynamical mathematical models of greenhouse climate: A review

(2018) I.L. López-Cruz et al.   EUROPEAN JOURNAL OF HORTICULTURAL SCIENCE

Autonomous greenhouse microclimate through hydroponic design and refurbished thermal energy by phase change material

(2018) Sara Baddadi et al.   JOURNAL OF CLEANER PRODUCTION

Energy saving techniques for reducing the heating cost of conventional greenhouses

(2018) Md Shamim Ahamed et al.   BIOSYSTEMS ENGINEERING

Data modeling versus simulation modeling in the big data era: case study of a greenhouse control system

(2017) Byeong Soo Kim et al.   SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL

CFD and weighted entropy based simulation and optimisation of Chinese Solar Greenhouse temperature distribution

(2016) Xin Zhang et al.   BIOSYSTEMS ENGINEERING

Prediction of the temperature in a Chinese solar greenhouse based on LSSVM optimized by improved PSO

(2016) Huihui Yu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Heat transfer and MLP neural network models to predict inside environment variables and energy lost in a semi-solar greenhouse

(2016) Morteza Taki et al.   ENERGY AND BUILDINGS

Forecasting energy consumption using ensemble ARIMA–ANFIS hybrid algorithm

(2016) Sasan Barak et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A hybrid PSO optimized SVM-based model for predicting a successful growth cycle of the Spirulina platensis from raceway experiments data

(2016) P.J. García Nieto et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Energy demand forecasting of the greenhouses using nonlinear models based on model optimized prediction method

(2016) Jiaoliao Chen et al.   NEUROCOMPUTING

A knowledge-and-data-driven modeling approach for simulating plant growth: A case study on tomato growth

(2015) Xing-Rong Fan et al.   ECOLOGICAL MODELLING

Ensemble of various neural networks for prediction of heating energy consumption

(2015) Radiša Ž. Jovanović et al.   ENERGY AND BUILDINGS

A dynamic model and an experimental study for the internal air and soil temperatures in an innovative greenhouse

(2015) Khalid A. Joudi et al.   ENERGY CONVERSION AND MANAGEMENT

A PSO and pattern search based memetic algorithm for SVMs parameters optimization

(2013) Yukun Bao et al.   NEUROCOMPUTING

Thermal modeling aspects of solar greenhouse microclimate control: A review on heating technologies

(2013) V.P. Sethi et al.   SOLAR ENERGY

A methodology for model-based greenhouse design: Part 1, a greenhouse climate model for a broad range of designs and climates

(2011) B.H.E. Vanthoor et al.   BIOSYSTEMS ENGINEERING

A methodology for model-based greenhouse design: Part 2, description and validation of a tomato yield model

(2011) B.H.E. Vanthoor et al.   BIOSYSTEMS ENGINEERING

Calibration of a greenhouse climate model using evolutionary algorithms

(2009) R. Guzmán-Cruz et al.   BIOSYSTEMS ENGINEERING

Support vector machines regression and modeling of greenhouse environment

(2009) Dingcheng Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Modelling of tropical greenhouse temperature by auto regressive and neural network models

(2008) S.L. Patil et al.   BIOSYSTEMS ENGINEERING

A distributed PSO–SVM hybrid system with feature selection and parameter optimization

(2007) Cheng-Lung Huang et al.   APPLIED SOFT COMPUTING

Robust identification of non-linear greenhouse model using evolutionary algorithms

(2007) J.M. Herrero et al.   CONTROL ENGINEERING PRACTICE