Control and Modelling Using Takagi-Sugeno Fuzzy Logic of Irrigation Station by Sprinkling
نویسندگان
چکیده
The spay under pressure is an effective save of water, this task should be automated and controlled in order to limit the waste of water and the facilities of damages. For this reason, it's necessary to find a mathematic model describing the irrigation process. In order to facilitate this step the fuzzy model of takagisegeno is the best approaches to the representation of nonlinear systems. Various techniques are used in the literature of such systems; the clustering technique is one of best solution. In this paper we'll modelled the irrigation station with the T-S algorithm and use the fuzzy c-means (FCM) algorithm and present the results of simulation with the use of some regulation methods such as the PI regulator of station and the fuzzy logic controller.
منابع مشابه
Modeling and identification of irrigation station with sprinkling: Takagi- Sugeno approach
the spray under pressure is an effective save on water. This task should be automated and controlled in order to limit the water waste and the facilities of damages. For this reason, it's necessary to find a mathematical model describing the irrigation process. In order to facilitate this step the TakagiSugeno fuzzy model is the best approaches of nonlinear systems representation. Various techn...
متن کاملROBUST FUZZY CONTROL DESIGN USING GENETIC ALGORITHM OPTIMIZATION APPROACH: CASE STUDY OF SPARK IGNITION ENGINE TORQUE CONTROL
In the case of widely-uncertain non-linear system control design, it was very difficult to design a single controller to overcome control design specifications in all of its dynamical characteristics uncertainties. To resolve these problems, a new design method of robust fuzzy control proposed. The solution offered was by creating multiple soft-switching with Takagi-Sugeno fuzzy model for optim...
متن کاملDesign of robust fuzzy Sliding-Mode control for a class of the Takagi-Sugeno uncertain fuzzy systems using scalar Sign function
This article presents a fuzzy sliding-mode control scheme for a class of Takagi-Sugeno (T-S) fuzzy which are subject to norm-bounded uncertainties in each subsystem. The proposed stabilization method can be adopted to explore T-S uncertain fuzzy systems (TSUFS) with various local control inputs. Firstly, a new design is proposed to transform TSUFS into sliding-mode dynamic systems.In addi...
متن کاملFermentation Process Modeling Using Takagi-Sugeno Fuzzy Model
Fermentation process is vital and important in many biotechnological applications. However modeling the fermentation process is considered a challenging and complex problem. The complexity of the problem is driven by the need of efficient, accurate, not expensive, and reliable predictive models. In this paper, we apply a Takagi-Sugeno Fuzzy Logic technique for modeling the lipase activity produ...
متن کاملA New High-order Takagi-Sugeno Fuzzy Model Based on Deformed Linear Models
Amongst possible choices for identifying complicated processes for prediction, simulation, and approximation applications, high-order Takagi-Sugeno (TS) fuzzy models are fitting tools. Although they can construct models with rather high complexity, they are not as interpretable as first-order TS fuzzy models. In this paper, we first propose to use Deformed Linear Models (DLMs) in consequence pa...
متن کامل