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Material Requirements Planning for the Electric Motor in Fuzzy Environment for State Company for Electric Industries
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ABSTRUCT

This research aims at examining the expected gap between the fact of planning and controlling process of production at the State Company for Electric Industries and implementation of material requirements planning system in fuzzy environment. Developing solutions to bridge the gap is required to provide specific mechanisms subject to the logic of fuzzy rules that will keep pace with demand for increased accuracy and reduced waiting times depending on demand forecast, investment in inventory to reduce costs to a minimum.

The proposed solutions for overcoming the research problem has required some  questions reflecting the problem with its multiple dimensions, which are in essence the possibility of employing fuzzy sets theory to remove high levels of uncertainty in demand, lead times , and  in the total cost of the electric motor for air coolers (consisting of fifty-six part) during the time period between (2/1/2014) and (15/1/2015), and to increase the effectiveness of material requirements planning system for achieving its goals more efficiently.

In order to answer the research questions, fuzzy time  series technique has used for estimating demand and its expected change rates.IF-THEN rules has also been used with their linguistic variables and experts opinions at the company studied after being converted to probability matrices reflecting the variation of lead times owing to demand levels fluctuations and its indicator. Furthermore, IF-THEN rules has also been used for estimating fuzzy inventory costs.

The required mathematical and quantitative analyses of research data have conducted using a number of statistical packages (Win Qsb, SPSS, Matlab).

The final results confirmed the applicability of fuzzy sets theory to reduce the effects of environmental variability facing the company studied in areas of demand, lead times and inventory costs . Moreover, it has reached to a result indicating the possibility of using  modern techniques in controlling demand and inventory fluctuations via material requirements planning system in fuzzy environment that provide a proposed solutions to the research problem and specific answers on the research questions, Research recommendations have raised the necessity of remove the vagueness and uncertainty accompanying the Iraqi production environment by employing fuzzy sets theory applications for ensuring the effective application of material requirements planning system within fuzzy environment.

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Publication Date
Mon Dec 26 2022
Journal Name
Arab Science Heritage Journal
الجوانب النفسية في تفسير الأمثل للشيخ الشيرازي ) آيات التحدي إنموذجاً(
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The wisdom of the Creator ensures the call of every prophet with a miracle that would be something beyond what is familiar from the customs.the prophet Mohammad (pbuh)whose miracle was the Qur’an in a clear Arabic tongue

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Publication Date
Sun Nov 11 2018
Journal Name
Arab Science Heritage Journal
الصورة الصورة الواقعية في التراث السردي العربي ((الشخصيات والأماكن مثالاً))
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(Abstract)

A man find himself in front of narrative literal productions when he read the title of this paper that deals with specialist , followers of Arabic literal narration productions through the era of Arabic literature in a period arrived to 1500 years. It is strange to present (Narration art in Arabic heritage) , in addition to (Arabic diwan) . This matter introduces us to come back to the past to inspect Arabic narration production , specially that is called (Artistic narration ) which is full ,variety of purposes and goals.

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Publication Date
Sun Mar 10 2019
Journal Name
مجلة علوم الانسان والمجتمع
قياس الشخصية الاستغلالية لدى طلبة الجامعة في ضوء بعض المتغيرات
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دف البحث إلى قياس الشخصية الاستغلالية لدى طلبة الجامعة على وفق متغيرات: الجنس والتخصص والمرحلة الدراسية ، تكونت عينة البحث من (200) طالباً وطالبة من طلبة جامعة بغداد، قامت الباحثة ببناء مقياس الشخصية الاستغلالية وبعد تطبيقه على العينة وتحليل البيانات بالوسائل الاحصائية المناسبة ، اظهرت نتائج البحث عن شيوع الشخصية الاستغلالية لدى الطلبة ، وان الذكور لديهم شخصية استغلالية اكثر موازنة بالاناث كما اظهرت نتائج ا

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Publication Date
Tue Jul 15 2025
Journal Name
Al-hiqouq
حماية الخصوصية المدنية للطفل في مواقع التواصل الاجتماعي - دراسة مقارنة
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Publication Date
Sun Sep 01 2024
Journal Name
مجلة ديالى للبحوث الإنسانية
البنية التركيبية والبيانية في قصيدة (أدر الكؤوس) لعبد الحسن زلزلة
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يعد التحليل البلاغي تركيبيا وبيانيا من الآليات الكاشفة عن الدلالات العميقة المتولّدة جراء علاقات البنية السطحية ، مكونة نسقاً دلالياً متماسكاً ومشحوناً بتكثيف معنوي للصور البلاغية المنسوجة في نص القصيدة، والتي تفتح للمتلقي نافذة التشكيل المتخيل لحال الشعب وحاكمه ، والعلاقة القائمة بينهما في القصيدة ، إذ نسج الشاعر علائقية متنامية الدلالة بين أجزاء قصيدته ووحداتها ؛ لتكون كلاً واحداً ناقلاً المتلقي لواق

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Publication Date
Thu Apr 23 2020
Journal Name
Journal Of Arts, Literature, Humanities And Social Sciences
الاقناع البصري لتصميم الصفحة الرئيسة في المواقع الإخبارية (دراسة تحليلية)
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Publication Date
Mon Jan 01 2018
Journal Name
مجلة كلية التربية للبنات/ مجلة علمية ثقافية تربوية محكمة
الاتجاهات الموضوعية للبحوث المنشورة في مجلة كلية القانون / جامعة بغداد
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Publication Date
Fri Apr 26 2024
Journal Name
مجلة آداب المستنصرية
دلالة حروف الجر في الحكم القصار للإمام علي (عليه السلام)
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حروف الجر هي حروف إضافة وروابط تدخل على الأسماء فقط ،فهي من علاماته فتعطيه حكم الجر؛ وبدخولها على الأسماء تجمع معانٍ للكلمات المتفرقة والمتناثرة في جمل متناسقة مفهومة في ذهن القارئ والمتلقي وتوصل معاني الافعال إلى الأسماء التي لا تستطيع الوصول إلى مفاعيلها، وهذا يدل على أن حروف الجر حروف عاملة وإن كان بعضها يأتي زائداً ،ولكل حرف من هذه الحروف معانٍ ودلالات قد تنفرد بها أو تشترك مع الحروف الأُخر فتضفي هذا الم

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Publication Date
Sun Jan 27 2019
Journal Name
Journal Of The College Of Education For Women
Aldura Alyatima fi Bath Manakeb Alsayada Aladhimaa ( Fatema Al Zharaa apace upon her)
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This search in the virtues of the daughter of the Prophet Muhammad, to read on their boards want to recount loving and faithful), as stated in the introduction to the author, Abdullah Bin Ibrahim Al-Mirghani (D. 1207 H.) to give reasons in writing the manuscript, which was of an introduction and three chapters and a conclusion was the first in the door thanks to the great lady and on her birthday and her marriage and her death and subsequent events and the third in her them prayers and then the finale which was in love with the Prophet and calling for God to pardon and forgiveness and a good end. I was interested in this manuscript by Mirghani, Hadith and all accounts in reference to the virtues of the great lady to examine a manuscript

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Publication Date
Fri Jun 01 2007
Journal Name
Journal Of The College Of Languages (jcl)
Ali Şir Nevai Muhakemetül-lugateyn Eserinin Sesbilimi Özellikleri
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Önsöz
Ali Şir Nevai’nin vücuda getirdiği edebi Çağatayca, edebi ve canlı bazı Türk şivelerinin işlenmesinden ve kaynaşmasından hasıl olmuştur. Bu gün bu dilin
fonetik bünyesi hakkında, en çok bilgi veren, yine Nevai’nin kendisidir. Onun―Muhakeemet-ül-luğateyn‖ adlı eseri, bu bakımından büyük bir değer taşımaktadır.Bu eserinde Nevai, bir taraftan Türk dilinin Farsçaya üstünlüğünü ispata kalkışken, bir taraftan da kendi Türkçesinin fonetik ve morfolojik özelliklerini belirtmiştir. O, Arab imlası kaidesi üzerine ayni şekilde yazılarak, semantik yönden başka başka manalarda kullanılan kelimeleri sıralarken, açık bir surette, edebi Çağataya şivesinin fonetik bünyesini d

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