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Evaluation of slope stability based on GA-ANFIS

Lin Xianzhi,Xue Tao,Yu Peng,Chen Qing

Strategic Study of CAE 2011, Volume 13, Issue 3,   Pages 77-81

Abstract: At the same time, for the reasonable of parameter setting in fuzzy inference system, evaluation modelIt was shown that the results of GA-ANFIS model are consistent with field condition, which makes it be

Keywords： GA-ANFIS model     evaluation index     uncertainty     slope stability evaluation    

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Enhancement of grid-connected photovoltaic system using ANFIS-GA under different circumstances

Saeed VAFAEI,Alireza REZVANI,Majid GANDOMKAR,Maziar IZADBAKHSH

Frontiers in Energy 2015, Volume 9, Issue 3,   Pages 322-334 doi: 10.1007/s11708-015-0362-x

Abstract: simulate and control a grid-connected PV source by using an adaptive neuro-fuzzy inference system (ANFIS) and genetic algorithm (GA) controller.The data are optimized by GA and then, these optimum values are used in network training.The simulation results indicate that the ANFIS-GA controller can meet the need of load easily with less

Keywords： photovoltaic system     maximum power point (MPP)     adaptive neuro-fuzzy inference system (ANFIS)     genetic algorithm(GA)    

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Technical and Economic Parameter Optimization Research and Application for Practice in the Limestone Quarry Based on Genetic Algorithms-adaptive Network-based Fuzzy Inference System

Yang Shijiao,Dai Jianyong,Zeng Sheng

Strategic Study of CAE 2005, Volume 7, Issue 6,   Pages 61-65

Abstract: parameter and ore cost for a raw material quarry of cement, the paper set up technical and economic system modelwith adaptive network-based fuzzy inference system, solved solution of the system model with parallel

Keywords： adaptive network-based fuzzy inference system     parallel genetic algorithms     technical and economic parameter    

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Self-adaptive Creating of Truss Ground Structure Based on ANFIS

Li Ying,Hu Yunchang,Cao Hongduo

Strategic Study of CAE 2004, Volume 6, Issue 10,   Pages 24-27

Abstract: ground structures of truss structures are intelligently and automatically created by using collateral ANFISTo produce appropriate data format of ANFIS, the topology configuration of trusses is described as a

Keywords： truss     ANFIS     intelligent     self-adaptive    

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Research on Forecasting Model of Seismic Disaster Risk Based on GA-ANN

Liu Mingguang,Guo Zhanglin

Strategic Study of CAE 2006, Volume 8, Issue 3,   Pages 83-86

Abstract: and analyzes some main factors influencing seismic disasters risk at first, and then, the forecasting modelThe case shows that the model is practical and effective.

Keywords： seismic disaster     factors of risk     artificial neural networks     genetic algorithm     forecasting    

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Reactive power compensation of an isolated hybrid power system with load interaction using ANFIS tuned

Nitin SAXENA,Ashwani KUMAR

Frontiers in Energy 2014, Volume 8, Issue 2,   Pages 261-268 doi: 10.1007/s11708-014-0298-6

Abstract: This paper presents an adaptive neuro fuzzy interference system (ANFIS) based approach to tune the parametersof the static synchronous compensator (STATCOM) with frequent disturbances in load model and power inputAn ANFIS tuned constants of a STATCOM controller for controlling the reactive power requirement to stabilizeThe model is tested for a 1% step increase in reactive power load demand at = 0 s and then a suddenchange of 3% from the 1% at = 0.01 s for a 1% step increase in power input at variable wind speed model

Keywords： isolated wind-diesel power system     adaptive neuro fuzzy interference system (ANFIS)     integral square error    

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Assessment of novel nature-inspired fuzzy models for predicting long contraction scouring and related uncertainties

Frontiers of Structural and Civil Engineering 2021, Volume 15, Issue 3,   Pages 665-681 doi: 10.1007/s11709-021-0713-0

Abstract: achieved modeling results, adaptive neuro-fuzzy inference system–biogeographic based optimization (ANFIS-BBOThus, the proposed ANFIS-BBO is a capable cost-effective method for predicting long contraction scouring

Keywords： long contraction scour     prediction     uncertainty     ANFIS model     meta-heuristic algorithm    

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Study on the Purification of Wastewater in the Constructed Wetland Based on GA－BP Network

Huang Juan,Wang Shihe,Luo Weiguo,Qian Weiyi ,Yan Lu

Strategic Study of CAE 2007, Volume 9, Issue 2,   Pages 79-83

Abstract: nonlinear state affected by many interactional factors, it was hard to establish exact mathematics modelOptimized GA-BP network was established to simulate orthogonal test of wetland system.

Keywords： constructed wetlands     wastewater purification     GA-BP network     orthogonal test    

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Advances in Cost-Efficient Thin-Film Photovoltaics Based on Cu(In,Ga)Se2

Michael Powalla, Stefan Paetel, Dimitrios Hariskos, Roland Wuerz, Friedrich Kessler, Peter Lechner, Wiltraud Wischmann, Theresa Magorian Friedlmeier

Engineering 2017, Volume 3, Issue 4,   Pages 445-451 doi: 10.1016/J.ENG.2017.04.015

Abstract: p>In this article, we discuss the leading thin-film photovoltaic (PV) technology based on the Cu(In,Ga

Keywords： Thin-film photovoltaics     Solar energy     Flexible     Cu(InGa)Se2    

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Novel hybrid models of ANFIS and metaheuristic optimizations (SCE and ABC) for prediction of compressive

Dung Quang VU; Fazal E. JALAL; Mudassir IQBAL; Dam Duc NGUYEN; Duong Kien TRONG; Indra PRAKASH; Binh Thai PHAM

Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 8,   Pages 1003-1016 doi: 10.1007/s11709-022-0846-9

Abstract: In this study, we developed novel hybrid models namely Adaptive Neuro Fuzzy Inference System (ANFIS)optimized by Shuffled Complex Evolution (SCE) on the one hand and ANFIS with Artificial Bee Colony (ABCHowever, the ANFIS-ABC model reflected better convergence of the results and better performance comparedto that of ANFIS-SCE in the prediction of the concrete Cs.Thus, the ANFIS-ABC model can be used for the quick and accurate estimation of compressive strength of

Keywords： shuffled complex evolution     artificial bee colony     ANFIS     concrete     compressive strength     Vietnam    

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Note to: Dynamic stability enhancement of interconnected multi-source power systems using hierarchical ANFIS Retraction Note

Ali Darvish FALEHI, Ali MOSALLANEJAD

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 5, doi: 10.1631/FITEE.19r0001

Abstract: None

Keywords： None    

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Separation of gibberellic acid (GA3) by macroporous adsorption resins

WANG Ruifang, YANG Jialing, SHI Zuoqing, OU Lailiang

Frontiers of Chemical Science and Engineering 2008, Volume 2, Issue 2,   Pages 171-175 doi: 10.1007/s11705-008-0025-0

Abstract: The adsorption effects of several macroporous adsorption resins for gibberellic acid (GA3) were investigatedAqueous methanol (50%, V/V) is a good eluent and the yield of GA3 is above 95%.The concentration of GA3 could increase five-fold after an adsorption-elution cycle and this is importantwhen considering further crystallization of GA3 in an industrial process.

Keywords： industrial     gibberellic     adsorption capacity     crystallization     consistent    

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Predication of discharge coefficient of cylindrical weir-gate using adaptive neuro fuzzy inference systems (ANFIS

Abbas PARSAIE,Amir Hamzeh HAGHIABI,Mojtaba SANEIE,Hasan TORABI

Frontiers of Structural and Civil Engineering 2017, Volume 11, Issue 1,   Pages 111-122 doi: 10.1007/s11709-016-0354-x

Abstract: research, discharge coefficient of weir-gate was predicated using adaptive neuro fuzzy inference systems (ANFISTo compare the performance of ANFIS with other types of soft computing techniques, multilayer perceptronResults of MLP and ANFIS showed that both models have high ability for modeling and predicting dischargecoefficient; however, ANFIS is a bit more accurate.The sensitivity analysis of MLP and ANFIS showed that Froude number of flow at upstream of weir and ratio

Keywords： weir-gate     soft computing     crest geometry     circular crest weir     cylindrical shape    

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Boosting Cu(In,Ga)Se2 Thin Film Growth in Low-Temperature Rapid-Deposition Processes: An Improved Article

Yunxiang Zhang, Shuping Lin, Shiqing Cheng, Zhichao He, Zhaojing Hu, Zhiqiang Zhou, Wei Liu, Yun Sun

Engineering 2021, Volume 7, Issue 4,   Pages 534-541 doi: 10.1016/j.eng.2020.01.016

Abstract:

The Knudsen effusion cell is often used to grow high-quality Cu(In,Ga)Se2 (CIGS) thin film

Keywords： Cu(In     Ga)Se2     Knudsen effusion cell     Condensation     Droplet ejection     Low temperature    

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Three-dimensional seismic response analysis of a concrete-faced rockfill dam on overburden layers

Dakuo FENG, Ga ZHANG, Jianmin ZHANG,

Frontiers of Structural and Civil Engineering 2010, Volume 4, Issue 2,   Pages 258-266 doi: 10.1007/s11709-010-0031-4

Abstract: Reasonable seismic response analysis of a high rockfill dam is of great engineering significance in guiding its design and ensuring its seismic safety during operation, especially of a concrete-faced rockfill dam (CFRD) on overburden layers. The three-dimensional seismic behavior of the Miaojiaba CFRD is simulated and analyzed by the finite element method (FEM). The results indicate that: 1) the amplification coefficient along the dam axis gradually increases with the altitude, and reaches maximum at the dam crest; 2) the vertical residual deformation mainly exhibits downwards and reaches maximum near the dam crest; 3) the earthquake significantly aggravates the deformation of peripheral joints; 4) the impounding condition and overburden characteristics have great effects on the dam’s seismic response.

Keywords： concrete-faced rockfill dam (CFRD)     overburden layer     dynamic analysis     finite element method (FEM)    

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Title Author Date Type Operation

Evaluation of slope stability based on GA-ANFIS

Lin Xianzhi,Xue Tao,Yu Peng,Chen Qing

Journal Article

Enhancement of grid-connected photovoltaic system using ANFIS-GA under different circumstances

Saeed VAFAEI,Alireza REZVANI,Majid GANDOMKAR,Maziar IZADBAKHSH

Journal Article

Technical and Economic Parameter Optimization Research and Application for Practice in the Limestone Quarry Based on Genetic Algorithms-adaptive Network-based Fuzzy Inference System

Yang Shijiao,Dai Jianyong,Zeng Sheng

Journal Article

Self-adaptive Creating of Truss Ground Structure Based on ANFIS

Li Ying,Hu Yunchang,Cao Hongduo

Journal Article

Research on Forecasting Model of Seismic Disaster Risk Based on GA-ANN

Liu Mingguang,Guo Zhanglin

Journal Article

Reactive power compensation of an isolated hybrid power system with load interaction using ANFIS tuned

Nitin SAXENA,Ashwani KUMAR

Journal Article

Assessment of novel nature-inspired fuzzy models for predicting long contraction scouring and related uncertainties

Journal Article

Study on the Purification of Wastewater in the Constructed Wetland Based on GA－BP Network

Huang Juan,Wang Shihe,Luo Weiguo,Qian Weiyi ,Yan Lu

Journal Article

Advances in Cost-Efficient Thin-Film Photovoltaics Based on Cu(In,Ga)Se2

Michael Powalla, Stefan Paetel, Dimitrios Hariskos, Roland Wuerz, Friedrich Kessler, Peter Lechner, Wiltraud Wischmann, Theresa Magorian Friedlmeier

Journal Article

Novel hybrid models of ANFIS and metaheuristic optimizations (SCE and ABC) for prediction of compressive

Dung Quang VU; Fazal E. JALAL; Mudassir IQBAL; Dam Duc NGUYEN; Duong Kien TRONG; Indra PRAKASH; Binh Thai PHAM

Journal Article

Note to: Dynamic stability enhancement of interconnected multi-source power systems using hierarchical ANFIS

Ali Darvish FALEHI, Ali MOSALLANEJAD

Journal Article

Separation of gibberellic acid (GA3) by macroporous adsorption resins

WANG Ruifang, YANG Jialing, SHI Zuoqing, OU Lailiang

Journal Article

Predication of discharge coefficient of cylindrical weir-gate using adaptive neuro fuzzy inference systems (ANFIS

Abbas PARSAIE,Amir Hamzeh HAGHIABI,Mojtaba SANEIE,Hasan TORABI

Journal Article

Boosting Cu(In,Ga)Se2 Thin Film Growth in Low-Temperature Rapid-Deposition Processes: An Improved

Yunxiang Zhang, Shuping Lin, Shiqing Cheng, Zhichao He, Zhaojing Hu, Zhiqiang Zhou, Wei Liu, Yun Sun

Journal Article

Three-dimensional seismic response analysis of a concrete-faced rockfill dam on overburden layers

Dakuo FENG, Ga ZHANG, Jianmin ZHANG,

Journal Article