Applying fuzzy proportional integral derivative on internet of things for figs greenhouse

Riansyah A., Mulyono S., Roichani M.

Abstract

Indonesia is an agrarian country where most of population work as farmers, various planting media have been developed in Indonesia such as using greenhouses. Greenhouse is one of very promising planting media for plant cultivators, because it can be a solution to challenges of extreme climate change, with greenhouse media control of state of the room can be controlled easily, using technologies such as automatic watering systems, air temperature control, air humidity and soil moisture in a greenhouse can be easily controlled. This research focuses on figs by applying fuzzy proportional integral derivative (FPID) as artificial intelligence on the internet of things (IoT) for greenhouses. Using of the fuzzy tsukamoto method serves to monitor air conditions and soil conditions and then coupled with proportional integral derivative (PID) control to control air temperature, air humidity, and soil moisture so that it is always in the ideal condition of figs in greenhouse. By implementing FPID on IoT for greenhouse, the development of figs in greenhouse can be optimized because air and soil conditions can be maintained in ideal conditions.

Journal
Iaes International Journal of Artificial Intelligence
Page Range
536-544
Publication date
2021
Total citations
Design and Real Time implementation of fmincon, MOGA tuned IO-PID and FO-PIλDμ Controllers for Stabilization of TRMS

Kumar R., Kumar R., Valluru S.K.

Adaptive neuro-fuzzy PID controller based on twin delayed deep deterministic policy gradient algorithm

Chen M., Lam H.-K., Shi Q., Xuan C.

Optimal PID and antiwindup control design as a reinforcement learning problem

Backstrom J.U., Forbes M.G., Gopaluni R.B., Lawrence N.P., Loewen P.D., Stewart G.E.

Tuning for Fractional Order PID Controller based on Probabilistic Robustness

He T., Li D., Wu Z., Xue Y., Zheng S.

Tuning of fractional order PID controllers based on the frequency response approximation method

Grandi G.L., Trierweiler J.O.

A new adjusting technique for PID type fuzzy logic controller using PSOSCALF optimization algorithm

Bagheri A., Bejarbaneh B.Y., Bejarbaneh E.Y., Buyamin S., Chegini S.N.

Extended Tsukamoto's inference method for solving multi-objective linguistic optimization problems

Gupta P.K., Muhuri P.K.

Determination of freight rates based on package dimension and distance of delivery using fuzzy logic system in angkotin application

Atletiko F.J., Rakhmawati N.A., Ts H.A., Atletiko F.J., Rakhmawati N.A., Ts H.A.

Mobile Expert System Using Fuzzy Tsukamoto for Diagnosing Cattle Disease

Diana, Nugroho A., Suharjito, Yulyanto, Diana, Nugroho A., Suharjito, Yulyanto

Data acquisition in determining lab work assesment ranking using Fuzzy Analytic Hierarchy Process (FAHP)

Cholid F.A., Haddin M., Ismail M., Marwanto A., Riansyah A., Cholid F.A., Haddin M., Ismail M., Marwanto A., Riansyah A., Cholid F.A., Haddin M., Ismail M., Marwanto A., Riansyah A., Cholid F.A., Haddin M., Ismail M., Marwanto A., Riansyah A., Cholid F.A., Haddin M., Ismail M., Marwanto A., Riansyah A.

Application of model predictive control via crop dry weight model in greenhouse climate control

Zarei G., Javadi Moghaddam J.

International Journal of Modelling and Simulation

Smart Poultry Farming: CNN-Driven Environmental Optimization for Sustainability

Prabaharan S., Rajaram P., Ebenezer S.S., Reddy P.C.P.

International Conference on Distributed Systems Computer Networks and Cybersecurity Icdscnc 2024

Design and implementation of a fuzzy PID system for temperature control

He Y., Wang R., Zheng R., Wu H.

Proceedings of SPIE the International Society for Optical Engineering

Fuzzy Implementation for Land Spatial Planning

Gernowo R., Riansyah A., Suryono, Kurniadi D.

International Conference on Electrical Engineering Computer Science and Informatics Eecsi

A Lora-based Testbed Development for Stingless Bee Monitoring System

Mahmood R., Miskon M.T., Razak M.A.A., Jaafar H., Hassan N.

TEM Journal

An optimization clustering and classification based on artificial intelligence approach for internet of things in agriculture

Tangwannawit S., Tangwannawit P.

Iaes International Journal of Artificial Intelligence

Design and realization of low-cost solenoid valve remotely controlled, application in irrigation network

Kadri B., Benbatouche A.

Bulletin of Electrical Engineering and Informatics

Insights on the internet of things: past, present, and future directions

Sutikno T., Thalmann D.

Telkomnika Telecommunication Computing Electronics and Control

433Mhz based Robot Using Proportional Integral Derivative (PID) for Precise Facing Direction

Hariyadi M.A., Fadila J.N., Sifaulloh H.

International Journal on Informatics Visualization

Clustering Digital Transformation of Small and Medium Enterprises (SMEs) Using Fuzzy K-means Method

Qomaruddin M., Riansyah A., Indriastuti M., Sagaf M.

International Conference on Electrical Engineering Computer Science and Informatics Eecsi

Access to Document