Component parameter optimization of strengthen waterjet grinding slurry with the orthogonal-experiment-design-based ANFIS

Liang, Zhongwei; Liao, Shaopeng; Wen, Yiheng; Liu, Xiaochu

doi:10.1007/s00170-016-9286-9

Cited by 8 publications

(3 citation statements)

References 55 publications

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“…According to the intrinsic vulnerability of groundwater, the DRASTIC-based approach, as DRASTIC denotes the depth to water, net recharge, aquifer media, soil media, topography, impact of the vadose zone and hydraulic conductivity, was employed to establish a GIS (geographic information system)-based groundwater assessment model. This assessment model, namely the DRSIN model, contains several key influential parameters such as the groundwater depth, net recharge, soil type, and the impact of vadose zone and nitrogen, etc [82] . The proposed Optimally Heterogeneous Irrigation (OHI) system was evaluated using the event-driven simulation, which has been compared with other commonly-used fuzzy logic approaches for the quantification of environmental influence.…”

Section: Constructive Environmental Influence Assessment Of Sprinkler...mentioning

confidence: 99%

Collaborative operation and application influence of sprinkler drip irrigation: A systematic progress review

Liang,

Zou,

Liu

et al. 2023

International Journal of Agricultural and Biological Engineering

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Considering the high-quality requirements related to agricultural crop production, the collaborative operation and application influence of sprinkler drip irrigation is an important issue in precision agriculture. The objective of this review is to give a comprehensive demonstration focusing on the subject of collaborative operation and application influence of sprinkler drip irrigation, by using a set of comparative analysis and literature bibliometric maps, therefore the sprinkler drip irrigation quality considering actual influential factors could be determined and analyzed. This review establishes on a broad spectrum of agricultural drip irrigation performance, throughout its whole procedure of collaborative monitoring, irrigation scheduling, application efficiency, and environmental influence, covering such aspects as soil physicochemical quality, irrigation scheduling, water resource redistribution, crop productivity, tillage management, climate adaptation, and environmental monitoring, etc. This review indicates that, the irrigation efficiency and drip infiltration quality of soil field can be planned precisely and allocated reasonably by sprinkler drip irrigation, which has extraordinary infiltration capability and enables much better performance, than that of other ordinary irrigation approaches in accuracy, stability, regularity, and efficiency. Thereafter, the investigation on the collaborative operation and application influence of sprinkler drip irrigation can be used to ensure the infiltration uniformity of moisture distribution, and then the high-quality requirements of practical irrigation performance can be met, too. This systematic review facilitates the productive soil-moisture-environment management for precision irrigation and agricultural production.

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Section: Constructive Environmental Influence Assessment Of Sprinkler...mentioning

confidence: 99%

Collaborative operation and application influence of sprinkler drip irrigation: A systematic progress review

Liang,

Zou,

Liu

et al. 2023

International Journal of Agricultural and Biological Engineering

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“…Used for measuring irrigation water effectiveness and its impact on productivity growth rates [41,108] .…”

Section: Anfis (Adaptive Networkbased Fuzzy Inference System)mentioning

confidence: 99%

Review of conceptual and systematic progress of precision irrigation

Liang

Liu

Xiao

et al. 2021

International Journal of Agricultural and Biological Engineering

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Precision irrigation, defined as accurate and appropriate agricultural techniques characterized by optimal management and best collaboration of various irrigation factors, attracts great attention and obtains wide employments in different irrigation conditions or cultivation processes. Moreover, it becomes well-established in major areas of agricultural researches and across the broad spectrum of agricultural techniques especially in specific sectors of scientific frontiers, including soil quality, irrigation scheduling, water resource distribution, crop productivity, tillage management, climate adaptation, and environment monitoring, etc. This paper reviews the research developments and integrated applications of precision irrigation in typical domains of mechanism and performance, covering key aspects such as process optimization, schedule modelling, and effectiveness evaluation, indicating that advanced irrigation optimization methods support higher productivity of crop field and better environmental conditions of soil; Current schedule modelling techniques provide a set of instructive demonstrations and heuristic descriptions for the working principles of precision irrigation and the quantitative assessments of irrigation productivity; The novel investigation on effectiveness evaluation is extremely significant to obtain higher infiltration efficiency, simultaneously to achieve the optimized irrigation qualities for water balance condition, soil water redistribution, and soil moisture uniformity so that the effectiveness quality of irrigation infiltration could be improved remarkably. It is concluded that precision irrigation owns an outstanding collaborating capability and possesses much better working advancement in typical calibration indexes of cultivation accuracy and infiltration efficiency, meanwhile, a high agreement between the predicted and actual irrigation effectiveness could be expected. This novel irrigation review concentrating on the conceptual and systematic progress should be promoted constructively to improve the quality uniformity for precision irrigation and its constructive influences in different applications, and to facilitate the integrated management of agricultural production by higher irrigation efficiency consequently.

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“…Table 3 demonstrates some measured values of moisture evaporation and meteorological factors at different time intervals. On the other side as the array of moisture gauges is concerned, clods of soil crust between the embedded positions of tensionmeter with a thickness of 100 mm are sampled out and observed closely after each irrigation test is finished [37][38][39] . Runoff water is collected for the calculation of sediment yield, the mean radial distribution of sprinkling water is measured in a calm environmental condition, the pressure and velocity of jetting flow are monitored and controlled on-line via signal acquisition with the help of a computer workstation, which comprised by Intel core i9 7900X microprocessor, Matlab R2018b, and Windows 10, so that the computer-controlled monitoring system for SIE analysis could be established for the measured data from actual irrigation experiments.…”

Section: Sprinkler Systemmentioning

confidence: 99%

Influence analysis of sprinkler irrigation effectiveness using ANFIS

Liang

Liu

Wen

et al. 2019

International Journal of Agricultural and Biological Engineering

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In order to improve sprinkler irrigation quality and promote actual irrigation efficiency, the influence analysis of sprinkler irrigation effectiveness (SIE) using ANFIS (Adaptive Neural Fuzzy Inference System) was implemented to balance moisture infiltration and water redistribution in soil field. Firstly, using a detailed description of governing equations proposed for sprinkler irrigation flow, the theoretical foundation and mathematical model of irrigation effectiveness can be established; Secondly, based on a complete preparation of experimental irrigation conditions, a series of calibration indexes quantifying SIE for sprinkler irrigation quality and infiltration efficiency were proposed; Then thirdly, a novel ANFIS system was designed and introduced to evaluate these key effectiveness indexes in actual working operations, so that a series of detailed influence analysis and comprehensive infiltration assessment focusing on sprinkler irrigation effectiveness could be achieved afterwards, which result to the realization of better infiltration equilibrium and higher water redistribution efficiency in actual irrigation test. Therefore, the qualification of sprinkler irrigation effectiveness was achieved, and in addition, the moisture infiltration improvement and soil moisture uniformity were facilitated also in return.

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Component parameter optimization of strengthen waterjet grinding slurry with the orthogonal-experiment-design-based ANFIS

Cited by 8 publications

References 55 publications

Collaborative operation and application influence of sprinkler drip irrigation: A systematic progress review

Collaborative operation and application influence of sprinkler drip irrigation: A systematic progress review

Review of conceptual and systematic progress of precision irrigation

Influence analysis of sprinkler irrigation effectiveness using ANFIS

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