Hybrid System PSO-ANFIS for Optimization of the Water Level in the Tank
Wahyudi S.I., Soedarsono, Siswanto M., Yunus M.
Abstract
The speed and pressure of the water flow are determined by the height and volume of the water. The speed of the water flow in the actuator is determined by the use of this flow sensor system. A good tank-based water flow control model should be developed. At a certain point, the actuator stabilizes the rate of water production per minute. Therefore, it is necessary to develop an automatic and precise control technique. Many Artificial Intelligence (AI) methods are used in system optimization. Among them are Particle Swarm Optimization (PSO), Neural Network (NN), Fuzzy Inference System (FIS), and ANFIS. Adaptive Neuro Fuzzy Inference System (ANFIS) is a combination of NN and FIS. In this study, the PSO method was combined with ANFIS. This hybrid method produces better optimization compared to the previous method. The best water level control simulation results are PSO-ANFIS with an overshot of 0.572 pu, undershot of 0.563 pu, and flow output overshot of 0.008 pu, undershot of 0.009 pu.
Analysis of Knock-Down Weir Model Shear Stability against Wall Rudeness based on Soil Type Variation
Ni'am M.F., Parwanti A., Parwanti A., Wahyudi S.I., Ni'am M.F., Parwanti A., Parwanti A., Wahyudi S.I., Ni'am M.F., Parwanti A., Parwanti A., Wahyudi S.I.
The comparison of institutional model in water management board - A case study of management on polder drainage system in Semarang, Indonesia
Adi H.P., Wahyudi S.I., Adi H.P., Wahyudi S.I., Adi H.P., Wahyudi S.I., Adi H.P., Wahyudi S.I., Adi H.P., Wahyudi S.I.
Community-Based Analysis of Coping with Urban Flooding: a Case Study in Semarang
Dewi A., Dewi A., Dewi A., Dewi A.
Analysis of Flood Vulnerability Assessment in Urban Area (Case Study: North Semarang District)
Dananjaya R. H., Sari U. C., Dananjaya R. H., Sari U. C., Dananjaya R. H., Sari U. C.
Application of Energy Storage-PID for Load Frequency Control in Micro-hydro Using Flower Pollination Algorithm
Ali M., Arfaah S., Djalal M.R., Fakhrurozi M., Hidayat R., Muhlasin, Ali M., Arfaah S., Djalal M.R., Fakhrurozi M., Hidayat R., Muhlasin, Ali M., Arfaah S., Djalal M.R., Fakhrurozi M., Hidayat R., Muhlasin
Barrier knock-down weir as an alternative technology for irrigation
Ni'Am M.F., Parwanti A., Parwanti A., Wahyudi S.I., Ni'Am M.F., Parwanti A., Parwanti A., Wahyudi S.I.
Comparison of LFC Optimization on Micro-hydro using PID, CES, and SMES based Firefly Algorithm
Ali M., Askan A., Cahyono I., Kadaryono K., Parwanti A., Rukslin R., Ali M., Askan A., Cahyono I., Kadaryono K., Parwanti A., Rukslin R., Ali M., Askan A., Cahyono I., Kadaryono K., Parwanti A., Rukslin R., Ali M., Askan A., Cahyono I., Kadaryono K., Parwanti A., Rukslin R.
Optimization of Water Level Control Systems Using ANFIS and Fuzzy-PID Model
Ali M., Budiman, Firdaus A.A., Iswinarti, Muhlasin, Parwanti A., Ali M., Budiman, Firdaus A.A., Iswinarti, Muhlasin, Parwanti A., Ali M., Budiman, Firdaus A.A., Iswinarti, Muhlasin, Parwanti A., Ali M., Budiman, Firdaus A.A., Iswinarti, Muhlasin, Parwanti A.
Assessment of polder system drainage experimentation performance related to tidal floods in Mulyorejo, Pekalongan, Indonesia
Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I., Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I., Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I., Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I., Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I., Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I., Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I., Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I., Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I., Adi H.P., Adnan M.S., Bakker L., Lekerkerk J., Van de Ven M., Vermeer D., Wahyudi S.I.
Comparison of Downstream Erosion Between Permeable and Impermeable Groundsill Throung Flume Tests
Hsu S.M., Hung P.-F., Sun C.-Y., Wu C.-H., Hsu S.M., Hung P.-F., Sun C.-Y., Wu C.-H., Hsu S.M., Hung P.-F., Sun C.-Y., Wu C.-H.
