نتایج جستجو برای: ann gmdh
تعداد نتایج: 25735 فیلتر نتایج به سال:
In this paper, experimental responses of the clamped mild steel, copper, and aluminium circular plates are presented subjected to blast loading. The GMDH-type neural networks (Group Method of Data Handling) are then used for the modelling of the mid-point deflection thickness ratio of the circular plates using those experimental results. The aim of such modelling is to show how the mid-point de...
The safety of power transmission systems in wind turbines is crucial to the turbine’s stable operation and has attracted a great deal attention condition monitoring farms. Many different intelligent schemes have been developed detect occurrence defects via supervisory control data acquisition (SCADA) data, which most commonly applied system turbines. Normally, artificial neural networks are est...
Abstract Weirs are one of the most common hydraulic structures used in water engineering projects. In this research, a group method data handling (GMDH) was developed to estimate energy dissipation flow passing over labyrinth weirs with triangular and trapezoidal plans. To compare performance model other types soft computing models, multilayer perceptron neural network (MLPNN) developed. The di...
در این پژوهش ابتدا متغیرهای تأثیرگذار بر فرایند حذف کدورت آب، با استفاده از روش شناسی سطح پاسخ شناسایی شد. در ادامه شبکه های عصبی نوع gmdh و شبکه خودباوری بیزین برای مدل سازی و پیش بینی کدورت آب تصفیه شده، با استفاده از مجموعه داده های ورودی- خروجی مورد مطالعه قرار گرفت. برای ارزیابی مدل پیشنهادی، تصفیه خانه بزرگ آب گیلان به صورت موردی بررسی و داده های مورد نیاز شامل 700 سری داده به دست آمد. به...
Prediction of Stage–Discharge Relationship in Bushehr Mand River Using Hybrid Fuzzy and GMDH Methods
Understanding the Stage–Discharge relationship is of great importance in the management and planning of water resources, as well as the design of hydraulic structures, the organization of rivers, and the planning of flood warning systems. With the advancement of science and increasing the speed of computing, new methods called intelligent systems have been introduced, the use of which can be a ...
سابقه و هدف: تخمین دقیق مقدار تبخیر-تعرق مرجع برای انجام بسیاری از تحقیقات ضروری و از مهمترین مسائل در طرحهای آبیاری و زهکشی و منابع آب به شمار میرود. یکی از این مسائل که میتواند در راستای اهداف ذکرشده اعمال شود، پیشبینی تبخیر-تعرق مرجع برای آینده است تا بتوان با برنامهریزیهای مناسب، امکان استفاده بهتر از منابع موجود را فراهم نمود (7). در سالهای اخیر استفاده از روشهای هوش مصنوعی و مدل ...
In this investigation, a fan-beam photon attenuation based system, including one X-ray tube and two sodium iodide crystal detectors, combined with group method of data handling (GMDH) neural network is proposed to recognize type flow regime predict gas-oil–water volume fractions three phase flow. One GMDH was considered for recognizing patterns networks were implemented the fractions. The recor...
In this study, the relationship between space mean speed (SMS), flow rate and density of pedestrians was investigated in different pedestrian facilities, including 1 walkway, 2 sidewalks, signalized crosswalks mid-block crosswalks. First, statistical analysis performed to investigate normality data correlation variables. Regression then applied determine SMS, rate, pedestrians. Finally, two pre...
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