Survey on Lagrangian relaxation for MILP: importance, challenges, historical review, recent advancements, and opportunities

MA Bragin - Annals of Operations Research, 2024 - Springer
Operations in areas of importance to society are frequently modeled as mixed-integer linear
programming (MILP) problems. While MILP problems suffer from combinatorial complexity …

Classification of water stress in cultured Sunagoke moss using deep learning

Y Hendrawan, R Damayanti, DF Al Riza… - Telkomnika …, 2021 - telkomnika.uad.ac.id
Water stress greatly determines plant yield as it affects plant metabolism, photosynthesis
rate, chlorophyll content index, number of leaves, physiological, biochemical compound …

Optimal control of plant growth in a plant factory using a plant model

XJ Wang, MZ Kang, U Lewlomphaisarl… - 2022 Australian & …, 2022 - ieeexplore.ieee.org
A plant factory (PF) is an environmentally controlled facility that can maintain stable crop
cultivation while ensuring rapid production and good crop quality by controlling temperature …

Seedling Growth Stress Quantification Based on Environmental Factors Using Sensor Fusion and Image Processing

S Islam, MN Reza, S Ahmed, Samsuzzaman, YJ Cho… - Horticulturae, 2024 - mdpi.com
Understanding the diverse environmental influences on seedling growth is critical for
maximizing yields. The need for a more comprehensive understanding of how various …

Mixed-integer linear programming for the scheduling of seedings in an industrial adaptive vertical farm

P Bagnerini, M Gaggero, M Ghio - 2023 IEEE 19th International …, 2023 - ieeexplore.ieee.org
We present a new concept of industrial vertical greenhouse, called adaptive vertical farm,
based on the possibility of adapting the distance between the shelves to the growth of the …

Easy Planting with Distributed Cellular Plant Factory*

J Hua, X Wang, H Wang, X Dai… - 2024 Australian & New …, 2024 - ieeexplore.ieee.org
This article presents an innovative modular planting plant factory inspired by lean
manufacturing principle, where planting cells work in a distributed way, coordinated by cloud …

Scheduling Production of High Economic Values Crops in Plant Factory

ND Dai, PC Long, TN Phung, MT Pham… - … on Advances in …, 2023 - Springer
Plant factories were designed to control environmental factors such as temperature, relative
humidity, light, and carbon dioxide concentration to optimize growth conditions and enhance …

[PDF][PDF] A Low-Cost Distributed Network for Crop Growth Optimisation in Plant Factories

A Bossard - Journal of Advances in Information Technology Vol, 2022 - jait.us
Crops, such as for rice, are first grown in plant factories before being planted and cultivated
in a field. Efficient operation of such plant factories is thus key to a successful harvest, and …

Effect of LED Light on Plants and Microgreens Production in a Plant Factory System

NG De La Paz, C Martínez-Ávila… - … Systems and Plant …, 2022 - taylorfrancis.com
With the growing demand for natural, healthy, minimally processed products, reducing
environmental damage and increasing production worldwide, a range of opportunities …

[PDF][PDF] Democratization of Complex-Problem Solving to Enhance Participation, Transparency, Accountability, and Fairness: An Optimization Perspective

MA Bragin, KS Shehadehb - researchgate.net
Operations in critical areas of importance to society, such as healthcare, transportation and
logistics, power systems, and emergency response, profoundly affect multiple stakeholders …