Environmental Impacts of Electricity ProductionDenise Wilson
A comprehensive overview of the many environmental impacts (on air, water, land, and ecosystems) of producing electricity from coal, natural gas, nuclear energy, water, wind, sun, and biomass.
Environmental Impacts of Electricity ProductionDenise Wilson
A comprehensive overview of the many environmental impacts (on air, water, land, and ecosystems) of producing electricity from coal, natural gas, nuclear energy, water, wind, sun, and biomass.
Environmental impact of thermal power plantSiraskarCom
Environmental impact of thermal power plant, Different pollutants from thermal power plants, their effects on human health and vegetation, methods to control pollutants such as particulate matter; oxides of sulphur; oxides of nitrogen, dust handling systems, ESP, scrubbers, water pollution, thermal pollution, noise pollution from TPP and its control
An energy audit is an inspection survey and an analysis of energy flows for energy conservation in a building. It may include a process or system to reduce the amount of energy input into the system without negatively affecting the output. In commercial and industrial real estate, an energy audit is the first step in identifying opportunities to reduce energy expense and carbon footprint.
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”Waste heat recovery” is the process of “heat integration”, that is, reusing heat energy that would otherwise be disposed of or simply released into the atmosphere. By recovering waste heat, plants can reduce energy costs and CO2 emissions, while simultaneously increasing energy efficiency.
Our earth’s interior - like the sun – provides energy from nature. This heat – geothermal energy – yields warmth and power that we can use without polluting the environment.
Geothermal heat originates from Earth’s fiery consolidation of dust and gas over 4 billion years ago. At earth core – 4,000 miles deep – temperatures may reach over 9,000 degrees F
Environmental impact of thermal power plantSiraskarCom
Environmental impact of thermal power plant, Different pollutants from thermal power plants, their effects on human health and vegetation, methods to control pollutants such as particulate matter; oxides of sulphur; oxides of nitrogen, dust handling systems, ESP, scrubbers, water pollution, thermal pollution, noise pollution from TPP and its control
An energy audit is an inspection survey and an analysis of energy flows for energy conservation in a building. It may include a process or system to reduce the amount of energy input into the system without negatively affecting the output. In commercial and industrial real estate, an energy audit is the first step in identifying opportunities to reduce energy expense and carbon footprint.
energy audit checklist
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mass save home energy assessment
home energy audit near me
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what is an energy auditor
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energy audit ppt
interesting civil engineering topics
seminar topics pdf
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”Waste heat recovery” is the process of “heat integration”, that is, reusing heat energy that would otherwise be disposed of or simply released into the atmosphere. By recovering waste heat, plants can reduce energy costs and CO2 emissions, while simultaneously increasing energy efficiency.
Our earth’s interior - like the sun – provides energy from nature. This heat – geothermal energy – yields warmth and power that we can use without polluting the environment.
Geothermal heat originates from Earth’s fiery consolidation of dust and gas over 4 billion years ago. At earth core – 4,000 miles deep – temperatures may reach over 9,000 degrees F
The objective of this applied research is to compare the values of the different exergoeconomic variables of the Open Cycle Gas Turbine (OCGT) calculated during summer atmospheric conditions to the values obtained from the simulation of the plant using design conditions.
Waste heat recovery from hot gasses in cement industryhannyboi123
This final year project focuses on direct heat recovery in which heat from various units such as the Kiln, Calciner and Clinker Cooler is recovered. For this study, a process model is developed using Aspen HYSYS simulation software, and the model is confirmed against acquired data from the industry followed by calculation of equal fuel saved. The heat recovered from all these units is used to produce superheated steam to run a steam turbine generator which in turn provides electricity to the cement plant. This is an implementation of the Steam Rankine Cycle. This project not only benefits the industry in terms of cost-saving on fuel but also reduces the quantity of toxic hot waste gases. The number of carbon emissions would have increased drastically if coal would have been used instead. The steam turbine was able to generate 14 MW. If this is successfully implemented in all other major industries, a significant amount of non-renewable reserves can be saved for future generations.
Presentation given by Dr Maria Chiara Ferrari from University of Edinburgh on "Capturing CO2 from air: Research at the University of Edinburgh" at the UKCCSRC Direct Air Capture/Negative Emissions Workshop held in London on 18 March 2014
I presented at Argus Methanol Forum yesterday. Talked about methanol as a renewable liquid fuel option that can offer efficient vehicle for large scale utilization and monetization of renewable energy resources.
Question Answer on Energy Conservation Vol 1 By Prem Baboo.pdfPremBaboo4
G.Cal/ton of Ammonia, G.Cal/ton of urea is the most important data in fertilizers industries for performance evaluation. The energy of the fertilizers is depends upon Reformer feed & fuel. Earlier thinking Fertilizers should be produced at any cost we have nothing to do with energy & pollution and what environment we don’t know? But today time has changed. We have to meet the energy & environment conditions otherwise penalty will be imposed and your factory will be closed. In this quiz we will discuss about energy. How to reduced energy and how to reduced pollution how to save environment? Etc. Hydrogen and could be a boon for renewable energy demand. But greening ammonia, the chemical primarily used to make fertilizer, will take a lot of heavy lifting. Green ammonia is two to three times more expensive than gray ammonia. Depends upon power source means where we are getting power from, i.e. Hydro power or non renewable source.
Modification of Cost Equation for Optimization of Cutting Parameters in Turni...IJLT EMAS
With depleting pace of natural energy resources and
pollution in the environment it is necessary to reduce the amount
of energy consumption. On the other hand price of energy is
increasing due to likely increase in oil prices. So it is necessary to
see the effect of energy cost in total machining cost. In the
present work conventional cost equation is modified to consider
the energy cost as variable of v, f and d instead of energy cost as
constant in conventional cost equation. Different costs are
compared by taking the particular value of parameters v, f and
d. It was found that energy as a variable cost have considerable
portion in total machining cost.
THE WORLD IS BECOMING A SMALL VILLAGE WITH THE GLOBALIZATION
TO AVOID ECONOMICAL CRISIS, THE COMPANIES ARE MORE AND MORE COMPETITIVE
THE IMPORTANCE OF MANAGING PROJECTS AND GETTING THEM RIGHT THE FIRST TIME IS BECOMING CRUCIAL FOR THE COMPANY SURVIVAL
يسلط الأدب الإسلامي الضوء على ثماني وظائف رئيسية لإدارة الموارد البشرية وفق النهج الإسلامي؛ وهي: تخطيط الموارد البشرية، والتوظيف، والاختيار، والتوجيه، وتقييم الأداء، والتدريب والتطوير، والتعويضات والاستحقاقات، والتطوير الوظيفي[12]. ويكمن الهدف من هذه الورقة البحثية في النظر في قوانين العلم الإلهي للصدقات التي تنطبق على المؤسسات بوصفها شكلًا من أشكال إدارة القوى العاملة. أولًا، بغرض تطبيق القوانين الإلهية للصدقات بشكل صحيح في إطار أي تسلسل هرمي، ينبغي أن يشغل كل موظف المنصب المناسب وفقًا لمستوى مهارته. بالإضافة إلى ذلك، في حال سعى كل فرد في الشركة إلى ابتغاء مرضاة الله (سبحانه وتعالى) من خلال مساعدة الموظفين المُشرف عليهم (المعاملات)، فسينتج عن ذلك تقليل الاحتكاكات بين الموظفين للحد الأدني ورفع الروح المعنوية وزيادة مشاركة جميع الموظفين. نتيجة لذلك، ستحقق كفاءة سير العمل أقصى حد يمكن تحقيقه على جميع مستويات المؤسسة. فضلًا عن ذلك، فإن مكافأة قادة الصدقات تتمثل في شعورهم بالسعادة، وهو ما سيمكنهم من تهيئة بيئة ممتعة في مكان العمل. وفيما يتعلق بالقانون الإلهي الثاني للصدقات، سيصبح بإمكان أفراد الشركة تطهير أنفسهم وتزكيتها، بجانب احتساب سير العمل أعمالًا صالحة لهم في الطريق الأبدي للصدقات
قدم في هذه الورقة البحثية العناصر الأساسية الثلاثة لروح الإسلام؛ وهي: (1) اتباع الفطرة السليمة، (2) الاستعانة بالعقل المتدبر، (3) اعتناق التوحيد لتدبر آيات الله من حولنا. إنَّ اعتناق وقبول روح الإسلام هذه في قلوبنا وعقولنا يحثنا على طاعة الله (سبحانه وتعالى) في جميع أنشطتنا الاجتماعية والمهنية وممارسة أركان الإسلام الخمسة حبًا وحمدًا لله. لذا، فمن الضروري أن يتبنى المجتمع المسلم روح الإسلام هذه حتى يتمكن من نشر رسالة السلام من النبي محمد (صلى الله عليه وسلم) وتوجيه البشرية إلى الصراط المستقيم.
قوانين العلم الإلهي للصدقات: الحل الإسلامي للنزعة الاستهلاكية وعواقبهاZin Eddine Dadach
ثمة تناقض مع قوانين العلم الإلهي للصّدقات الذي فرضها الله (سبحانه وتعالى) على الكون أجمع، حيث يسير المال في التدفق الاجتماعي للاستهلاك من المستهلكين الفقراء إلى الشركات والبنوك الأكثر ثراءً. لذلك، من الممكن أن تكون الزيادة في شدة الكوارث الطبيعية المرتبطة بظاهرة الاحتباس الحراري بمثابة تحذير عالمي شديد أرسله الله (سبحانه وتعالى) في الطبيعة لحثنا على الامتثال لقوانين العلم الإلهي للصدقات وتغيير نمط حياتنا من الاستهلاك إلى المجتمعات القائمة على الصدقات. فقد يمثل ظهور جائحة فيروس كورونا المستجد (كوفيد-19) تحذيرًا عالميًا آخر من الرحيم (سبحانه وتعالى) لإجبار البشرية على تغيير نمط الحياة القائم على الاستهلاك. وبغية تقليل النزعة الاستهلاكية وعواقبها على صحة البشر والبيئة، يتبنى بعض الأشخاص بالفعل نمط الحياة المبسط والذي يُعرف بتوجه "المِينيماليزم" (ويُقصد به التقليلية). إذ ترتكز أهم مزايا هذا النمط للحياة في تقليل النفايات بغرض مساعدة البيئة، وخفض انبعاثات ثاني أكسيد الكربون في العالم، وتوفير المال والوقت المستخدم في الاستهلاك المفرط من خلال أداء الأنشطة القائمة على الصدقات.
يهدف هذا البحث إلى محاولة إدراك العلم الإلهي في الطبيعة بناءً على بعض الآيات القرآنية والتفسير الروحاني للحركات في الطبيعة. أولًا، بناءً على الآية الكريمة (سورة الرحمن (55)، الآية: 7)، فإنَّ الله (سبحانه وتعالى) يحث المناطق الغنية بالطاقة على منح قسمًا من الثراء للمناطق الفقيرة في الطاقة، وذلك من أجل تحقيق التوازن والانسجام في الطبيعة. وهو ما يُوصف في هذا البحث بالقانون الإلهي الأول للصدقات من جملة قوانين العلم الإلهيّ. بينما توضح الآية الكريمة الثانية (سورة الحجر (15)، الآية 21)، والتي تُوصف بأنها القانون الإلهي الثاني للصدقات من جملة قوانين العلم الإلهيّ، أن الله (سبحانه وتعالى) أوجب مقدارًا من المادة أو الطاقة ليتدفق من منطقة غنية ما إلى منطقة فقيرة أخرى. وفيما يتعلق باستخدام دورة الماء باعتبارها مثالًا لاستشعار قوانين العلم الإلهيّ، فيكمن الغرض الإلهي من المحيطات في استخدام الطاقة الشمسية من أجل توليد تدفق محدد بعينه من بخار الماء قد قدَّره الله (سبحانه وتعالى) تقديرًا، ليكون بمثابة صدقة للسماء الجافة فوق البحار والمحيطات. وحينها يصبح الواجب الإلهي للسماء التي تظلل البحار والمحيطات هو الاستعانة بقوة الرياح من أجل تقديم قسط محدد بعينه من ذلك التدفق للماء، والّذي حدده الله (سبحانه وتعالى) مسبقًا، ليكون بمثابة صدقة للسماء الجافة فوق اليابسة. وأخيرًا، يتمثل الغرض الإلهي من السماء التي تظلل اليابسة في استخدام جاذبية الأرض من أجل تقديم جزء من الماء في صورة أمطار أو ثلوج قد قدره الله (سبحانه وتعالى) تقديرًا، ليكون بمثابة صدقة إلى الأرض الجافة.
يهدف هذا البحث إلى محاولة إدراك العلم الإلهي في الطبيعة بناءً على بعض الآيات القرآنية والتفسير الروحاني للحركات في الطبيعة. أولًا، بناءً على الآية الكريمة (سورة الرحمن (55)، الآية: 7)، فإنَّ الله (سبحانه وتعالى) يحث المناطق الغنية بالطاقة على منح قسمًا من الثراء للمناطق الفقيرة في الطاقة، وذلك من أجل تحقيق التوازن والانسجام في الطبيعة. وهو ما يُوصف في هذا البحث بالقانون الإلهي الأول للصدقات من جملة قوانين العلم الإلهيّ. بينما توضح الآية الكريمة الثانية (سورة الحجر (15)، الآية 21)، والتي تُوصف بأنها القانون الإلهي الثاني للصدقات من جملة قوانين العلم الإلهيّ، أن الله (سبحانه وتعالى) أوجب مقدارًا من المادة أو الطاقة ليتدفق من منطقة غنية ما إلى منطقة فقيرة أخرى. وفيما يتعلق باستخدام دورة الماء باعتبارها مثالًا لاستشعار قوانين العلم الإلهيّ، فيكمن الغرض الإلهي من المحيطات في استخدام الطاقة الشمسية من أجل توليد تدفق محدد بعينه من بخار الماء قد قدَّره الله (سبحانه وتعالى) تقديرًا، ليكون بمثابة صدقة للسماء الجافة فوق البحار والمحيطات. وحينها يصبح الواجب الإلهي للسماء التي تظلل البحار والمحيطات هو الاستعانة بقوة الرياح من أجل تقديم قسط محدد بعينه من ذلك التدفق للماء، والّذي حدده الله (سبحانه وتعالى) مسبقًا، ليكون بمثابة صدقة للسماء الجافة فوق اليابسة. وأخيرًا، يتمثل الغرض الإلهي من السماء التي تظلل اليابسة في استخدام جاذبية الأرض من أجل تقديم جزء من الماء في صورة أمطار أو ثلوج قد قدره الله (سبحانه وتعالى) تقديرًا، ليكون بمثابة صدقة إلى الأرض الجافة.
نجاح أساليب التدريس التي اتبعها النبي محمد (صلى الله عليه وسلم) في التعليم ال...Zin Eddine Dadach
يكمن الهدف الرئيسي من هذه الورقة البحثية في إثبات أن أساليب التدريس التي اتبعها النبي محمد (صلى الله عليه وسلم) هي بمثابة أدوات ناجحة للتعليم الهندسي، فكما استعان النبي (صلى الله عليه وسلم) بأساليب التدريس هذه لإيصال رسالته الإلهية بنجاح، فإن استعراض المؤلفات يسلط الضوء على استخدام أسلوب القياس والتعلم النشط الذي له تأثير إيجابي في كل من الأداء وتحفيز الطلاب على التعلم. فضلًا عن ذلك، فإن إستراتيجيات التدريس تجعل الطلاب ينخرطون في التفكير ويشاركون بقوة في عملية التعلم. ومن هذا المنظور، يتضح نجاح استخدام منهجية التدريس لمعلمنا الحبيب (صلى الله عليه وسلم) من خلال الحقيقة القائلة بأن أداء ثمانية وثلاثين طالبًا بنسبة (69%) كان أعلى في الحلقة الدراسية لمادة التحكم في العمليات من متوسط الأداء في القسم. بالإضافة إلى ذلك، تظهر النتائج أيضًا أن المنهجية المركبة؛ التي تتضمن أسلوب القياس والتعلم النشط، زادت من الحافز الذاتي لاثنين وعشرين طالبًا بنسبة (40%).
SIMULATION, EXERGY EFFICIENCY AND ENVIRONMENTAL IMPACT OF ELECTRICITY OF A 62...Zin Eddine Dadach
The first part of this study is to simulate a Natural Gas Combined Cycle (NGCC) for a production of about 620 MW of electricity using the commercial software Aspen Hysys V9.0 and the Soave-Redlich-Kwong (SRK) equation of state. The aim of the second part is to use exergy-based analyses in order to calculate its exergy efficiency and evaluate its environmental impact under standard conditions.
وبالنسبة إلى البعض الآخر، قد ينطوي هذا النشاط على تقديم المساعدة للأشخاص، أو رعاية الحيوانات أو النباتات، وهو الأمر الذي يتعلق بطريقة أو أخرى بحالة الروح الّتي تم تقديمها في ثنايا هذا الكتاب وعنوانه "الطّريق الأبديّ للصّدقات". والواقع أنه خلال إجراء أي نشاط قائم على الصدقات، ستنعم بشيء من السكينة في قلبك، وأحيانًا قد تغمر دموع الفرح روحك ابتهاجًا؛ ما يعني أنك سلكتَ سبيل السعادة عندما وضعتَ مسار حياتك على الطّريق الأبديّ للصّدقات. ومن الجدير بالذكر في هذا المقام أن الغرض من خلق الإنسان وسائر المخلوقات هو عبادة الله وحده، ومن ثَمَّ فإن مساعدة الآخرين ترتقي إلى أسمى العبادات
If you ever have been fully engaged in any social or professional activity, you might have been experiencing a mental state that psychologists define as flow. You are completely involved and you feel enjoyment in the process of the activity. Some might experience this pleasure while engaging in a sport and others might have such an experience while engaged in an activity such as painting, reading, or fishing. For some, this activity involves helping people, animals or plants in one way or another, which relates to the state of the soul introduced in this book called The Eternal Path of Charity. Indeed, during any charity-based activity, you will feel some kind of tranquility in your heart and sometimes, you will even experience tears of inner joy. This means that you are putting the path of your life in the pleasant Eternal Path of Charity. It is should be noted that the purpose of life for human beings and all creatures is to worship Allah (SWT) alone and helping others are the highest acts of worship.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
Online aptitude test management system project report.pdfKamal Acharya
The purpose of on-line aptitude test system is to take online test in an efficient manner and no time wasting for checking the paper. The main objective of on-line aptitude test system is to efficiently evaluate the candidate thoroughly through a fully automated system that not only saves lot of time but also gives fast results. For students they give papers according to their convenience and time and there is no need of using extra thing like paper, pen etc. This can be used in educational institutions as well as in corporate world. Can be used anywhere any time as it is a web based application (user Location doesn’t matter). No restriction that examiner has to be present when the candidate takes the test.
Every time when lecturers/professors need to conduct examinations they have to sit down think about the questions and then create a whole new set of questions for each and every exam. In some cases the professor may want to give an open book online exam that is the student can take the exam any time anywhere, but the student might have to answer the questions in a limited time period. The professor may want to change the sequence of questions for every student. The problem that a student has is whenever a date for the exam is declared the student has to take it and there is no way he can take it at some other time. This project will create an interface for the examiner to create and store questions in a repository. It will also create an interface for the student to take examinations at his convenience and the questions and/or exams may be timed. Thereby creating an application which can be used by examiners and examinee’s simultaneously.
Examination System is very useful for Teachers/Professors. As in the teaching profession, you are responsible for writing question papers. In the conventional method, you write the question paper on paper, keep question papers separate from answers and all this information you have to keep in a locker to avoid unauthorized access. Using the Examination System you can create a question paper and everything will be written to a single exam file in encrypted format. You can set the General and Administrator password to avoid unauthorized access to your question paper. Every time you start the examination, the program shuffles all the questions and selects them randomly from the database, which reduces the chances of memorizing the questions.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
Environmental impact of power plants
1. EFFECT OF SUMMER WEATHER CONDITIONS ON THE
ENVIRONMENTAL IMPACT OF A POWER PLANT IN
THE UAE
Students: Mohamed Mohamed Alhammadi& Mubarak Haji
Alblooshi
Advisor: Zin Eddine Dadach
Collaboration: Dr. Fontina Petrakopoulou (University
2. CONTENT
I. POWER GENERATION PLANTS & GLOBAL WARMING
II. WHY EXERGY ANALYSIS FOR POWER PLANTS?
III. EXERGY DESTRUCTION & ENVIRONMENT
IV. LIFE CYCLE ASSESSMENT
V. RESULTS OF EXERGY ANALYSIS:
A) EFFECTS OF TEMPERATURE ON THE POWER PLANT
B) EFFECTS OF TEMPERATURE ON EACH EQUIPMENT
C) DETECTING TECHNICAL PROBLEMS
VI. RESULTS OF EXERGOENVIRONMENTAL ANALYSIS BASED ON LIFE CYCLE
ASSESSMENT:
A) EFFECTS OF EACH EQUIPMENT ON THE ENVIRONMENT
B) DETECTING SOURCES OF ENVIRONMENTAL IMPACT
C) ENVIRONMENTAL IMPACT PER KWH OF ELECTRICITY PRODUCED
VII. RECOMMENDATIONS
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
3. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
80% OF POWER GENERATION PLANTS USE FUEL
COMBUSTION AND ARE RESPONSIBLE FOR ABOUT
30% OF GLOBAL CO2 EMMISSIONS
4. CO2 not strong greenhouse gas but absorbs energy in wavelengths (8-
15 μ-meters) partially closing the “water vapor window”
Less heat escapes into space
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
Closing water window
5. EXCESS COMBUSTION OF FOSSIL FUELS IS
RESPONSIBLE FOR THE HIGH CONCENTRATION OF
CO2 IN ATMOSPHERE
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
This is expected to have a
catastrophic
effect on human health and the planet
WE REACHED 410 PPM (2018)
6. 0
10
20
30
40
50
60
70
80
90
100
110
120
130
1971 2002 2030
IMMEDIATE ACTIONS ARE NEEDED
TO CUT CO2 EMISSIONS
AS ENERGY DEMAND CONTINUES TO RISE
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-
18, 2018
Transport
Power
Industry
Others
Power plants
SWITCH TO
Increase
7. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
IN COMPARISON WITH THE IDEAL BRAYTON CYCLE: DUE TO
IRREVERSIBILITIES:
(1-2) Compressor consumes more work
(3-4) Turbine produces less work
(2-3) Pressure drop in the combustor.
REDUCE INEFFICIENCIES IN POWER PLANTS TO
INCREASE THEIR EFFICIENCY AND REDUCE CO2
EMISSIONS :
INEFFICIENCIES CAUSED BY IRREVERSIBILITIES IN THE PROCESS
OCGT
8. Energy has a Quantity and a Quality (Exergy).
Exergy is a measure of usefulness of the energy.
Work has higher exergy than heat:
For example: 1 kJ of electricity is fully useful but not
1 kJ of heat.
Energy is conserved (1st law) but not exergy (2nd
law). Exergy destruction caused by irreversibilities
in the process.
Exergy destructions are additive
2nd International Conference and Exhibition on Industrial Engineering November 16-18, 2015 Dubai (UAE)
9. Focus on the equipment which has the highest
exergy destruction because it has the highest
potential to increase efficiency of the plant.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
Exergy analysis (2nd law) is ideally suited to locate technical
problems because irreversibilities are detected as exergy
destructions.
10. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
WHY EXERGY ANALYSIS IS
IMPORTANT FOR THE
ENVIRONMENT ?
EXERGY DESTROYED IN THE PLANT IS
THE PART OF EXERGY OF THE FUEL
TO BECOME CO2 EMISSIONS
INCREASING EXERGY EFFICIENCY
REDUCES ENVIROMENTAL IMPACT
11. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
HOW TO MEASURE THE ENVIRONMENTAL
IMPACT OF POWER PLANTS ?: LIFE CYCLE
ASSESSMENT
12. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
Founded in 1988 by Federal Decree, the Higher Colleges of
Technology (HCT) has 17 campuses throughout the United Arab
Emirates. It is the largest higher education institution in the UAE.
13. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
Active Learning
Strategies:
Industrial projects, lab
experiments, work
placement,…
14. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
Mohamed AlHammadi
Mubarak Haji
Alblooshi
PRESENTATION OF INDUSTRIAL PROJECT
BASED ON WORK PLACEMENT
STUDY THE EFFECTS OF SUMMER WEATHER
CONDITIONS ON THE ENVIRONMENTAL
IMPACT OF A POWER PLANT IN ABU DHABI
15. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
POWER PLANT UNDER INVESTIGATION
OCGT (Open Cycle Gas Turbine)
NET-OUTPUT:160 M
0.3 Mt./y
Natural Gas
72 Burners
21 stages 5 stages
CO2
16. I. POWER PLANTS IN THE UAE ( AND GLOBALLY) RELEASE
ABOUT 30% OF THE TOTAL CO2 EMISSIONS.
LARGEST CONTRIBUTION TO GLOBAL WARMING
II. DESIGN CONDITIONS (T=150C , RH=60%) OF THE POWER
PLANT (EUROPE WEATHER CONDITIONS) ARE VERY
DIFFERENT FROM SUMMER WEATHER CONDITIONS (T=430C,
RH=50%) IN ABU DHABI (UAE)
EXPECT EXTRA CO2 EMISSIONS DURING SUMMER
SEASON
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
TWO MAIN REASONS FOR THIS
INDUSTRIAL PROJECT
17. INVESTIGATION OF EFFECTS OF SUMMER
WEATHER CONDITIONS ON THREE PERFORMANCE
INDICES OF THE POWER PLANT
FIRST INDEX: EXERGY DESTRUCTION RATIO
SECOND INDEX: ENVIRONMENTAL IMPACT
DIFFERENCE FOR EACH EQUIPMENT
THIRD INDEX: ENVIRONMENTAL IMPACT BY
KWH OF ELECTRICITY PRODUCED BY POWER
PLANT
WORLD CONGRESS ON OIL , GAS &
PETROLEUM REFINERY- ABU DHABI
(UAE)-DECEMBER 17-18, 2018
19. FIRST: SPECIFIC EXERGY OF EACH
STREAM
For each component of a stream: (ex)T= (ex)TM +
(ex)CH
TM: Thermo-mechanical part: difference in (p,T) between stream and
dead state
CH: Chemical part: difference in composition between stream dead state
Total specific exergy of the streams 1,2,3,4 and fuel are
calculated:
𝑒T = ℎ − ℎ0 − T0 (𝑠 − 𝑠0) + 𝑥𝑘 . 𝑒𝑐ℎ
𝑘
+ R. T. 𝑥𝑘 . 𝑙𝑛(𝑥𝑘)
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18,
2018
20. EXERGY EFFICIENCY OF THE POWER PLANT
ηEX,2=
WNET,OUT
M(T)FUEL .EXFUEL
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
Compressor:
(ex)D,K= WK - ma .(ex2-ex1)
Combustor:
(ex)D,C= ma.ex2 +mf.(ex)f – mfg. ex3
Gas turbine:
(ex)D,T = mfg. (ex4-ex3) – WT
SECOND: EXERGY DESTRUCTION FOR EACH
EQUIPMENT AND EXERGY EFFICIENCY OF THE
POWER PLANT
21. DATA COLLECTED FROM THE PLANT
(BY STUDENTS DURING WORK
PLACEMENT)
1) FUEL COMPOSITION, FLOW RATE AND (P,T)
2) AIR COMPOSITION, FLOW RATE AND (P, T).
3) FLOW, P,T OF AIR LEAVING COMPRESSOR
4) POWER GENERATED BY THE TURBINE
5) P,T, COMPOSITION, FLOW OF FLUE GAS BEFORE
AND AFTER TURBINE
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
EXERGY ANALYSIS FOR SUMMER
WEATHER CONDITIONS (T= 430C
AND RH= 50% )
22. • SOAVE-REDLICH-KWONG (SRK) EQUATION OF STATE.
• TO FIT THE EXIT TEMPERATURE OF THE
COMPRESSOR, THE ISENTROPIC EFFICIENCY OF THE
COMPRESSOR WAS ESTIMATED EQUAL TO 0.8.
• TO FIT THE EXIT TEMPERATURE OF THE TURBINE, THE
TURBINE ISENTROPIC EFFICIENCY WAS ESTIMATED
EQUAL TO 0.88.
• ASSUMPTIONS: MECHANICAL EFFICIENCY OF THE
TURBINE AND COMPRESSOR EQUAL TO 0.98 AND THE
GENERATOR EFFICIENCY EQUAL TO 0.99.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-
18, 2018
EXERGY ANALYSIS FOR DESIGN CONDITIONS
(T=150C, RH=60%): SIMULATED BY ASPEN
HYSYS
23. Temperature increases exergy destruction in the combustor and
compressor but decreases exergy destruction in the turbine.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
EFFECTS OF TEMPERATURE ON EXERGY
DESTRUCTIONS (ASPEN HYSYS)
24. Temperature decreases exergy efficiency of the combustor and
increases exergy efficiency of the turbine. Small negative effects
on the compressor.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
EFFECTS OF TEMPERATURE ON EXERGY
EFFICIENCY OF EACH EQUIPMENT
(ASPEN HYSYS)
25. Temperature decreases the net power output of the power plant.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
NWO ==W(T)- W(K)
160 MW (DESIGN CONDITIONS)
& DECREASING BY 0.2 MW /0C
EFFECTS OF TEMPERATURE ON POWER PLANT
NET POWER OUTPUT (ASPEN HYSYS)
26. Temperature decreases exergy efficiency of the plant.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
(𝐸𝐸)𝑡𝑜𝑡𝑎𝑙 = 1 −
ED𝑡𝑜𝑡𝑎𝑙+EL,total
EF,total
EFFECTS OF TEMPERATURE ON POWER PLANT
EXERGY EFFICIENCY (ASPEN HYSYS)
EE= 34.6% , LOSING 0.05% /0C
27. WORLD CONGRESS ON OIL , GAS &
PETROLEUM REFINERY- ABU DHABI (UAE)-
DECEMBER 17-18, 2018
The net output of the power plant under design
conditions is 160 MW. Simulation results
indicate that the net power produced at design
conditions is 163 MW.
The relative shift is 1.9%. This result presents a
validation of the simulation.
28. FIRST PERFORMANCE INDEX:
EXERGY DESTRUCTION RATIO
(𝑦𝐷,𝑘)
WORLD CONGRESS ON OIL , GAS &
PETROLEUM REFINERY- ABU DHABI
(UAE)-DECEMBER 17-18, 2018
Percentage of the total exergy of the fuel destroyed within
each equipment.
𝑦𝐷,𝑘= 100
(𝐸𝐷)𝑘
𝐸𝐹,𝑘
29. RESULTS OF THE ANALYSIS : EXERGY DESTRUCTION
RATIO (YD)
EXERGY ANALYSIS FOR SUMMER WEATHER
CONDITIONS
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
Equipment
k
𝐸𝐷,𝑘
(MW)
𝐸𝐷,𝑘 (%) 𝐸𝐹,𝑘
(MW)
𝐸𝑃,𝑘
(𝑀𝑊)
yD,k
(%)
EEk
(%)
Compresso
r
17.44 13.55 208.80 190.84 3.73 91.60
Combustor 98.15 76.28 657.81 559.64 21.0 85.10
Turbine 13.08 10.17 393.08 380.0 2.80 96.60
OCGT 128.67 100.00 466.97 160.40 26.53 33.10
Equipment
k
𝐸𝐷,𝑘
(MW)
𝐸𝐷,𝑘 (%) 𝐸𝐹,𝑘 (MW) 𝐸𝑃,𝑘 (𝑀𝑊) yD,k EEk (%)
Compresso
r
14.94 11.90 183.80 166.35 3.20 92.00
Combustor 80.92 64.70 633.30 551.10 17.33 87.40
Turbine 29.12 23.30 391.92 362.8 6.24 92.60
OCGT 125.0 100.00 466.97 168.6 26.77 34.60
SIMULATION RESULTS FOR DESIGN CONDITIONS
30. LOCATING TECHNICAL PROBLEMS
USING EXERGY DESTRUCTION OF THE
FUEL (YD) COMBUSTOR:
MAIN CONTRIBUTOR TO THE EXERGY
DESTRUCTION OF THE FUEL (YD= 17.33%) FOR
DESIGN CONDITIONS.
SUMMER WEATHER CONDITIONS INCREASE IT BY
21.2 % FROM 17.33% TO 21.0%,
TURBINE:
SECOND CONTRIBUTOR TO EXERGY
DESTRUCTION OF THE FUEL (YD= 6.24%) FOR
DESIGN CONDITIONS
DUE TO IMPORTANT POSITIVE EFFECTS OF
HIGHER TEMPERATURES ON THE WORK
PRODUCED BY TURBINE. THE SUMMER
WEATHER CONDITIONS DECREASE IT BY 55%,
FROM 6.24% TO 2.8%.
COMPRESSOR
LEAST CONTRIBUTOR TO THE EXERGY
DESTRUCTION OF THE FUEL (YD =3.2%) FOR
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
31. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18,
2018
3.2
17.33
6.24
3.73
21
2.8
0
10
20
Compressor Combustor Turbine
Exergy
Destruction
Ratio
(yD)
(%)
Design Summer
EXERGY DESTROYED IS RESPONSIBLE FOR CO2 EMISSIONS AND GLOBAL
WARMING
21.2%
-55%
16.5%
32.
WORLD CONGRESS ON OIL , GAS &
PETROLEUM REFINERY- ABU DHABI (UAE)-
DECEMBER 17-18, 2018
33. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
BASED ON LIFE CYCLE ASSESSMENT: ECOLOGICAL
INDICATORS DESCRIBE THE IMPACT OF POWER PLANTS ON
ENVIRONMENT IN SIMPLER TERMS FOR MANAGEMENT
DECISIONS.
34. SELECTED VALUES FOR THE ECO-INDICATOR 99 FOR
CO2 AND DEPLETION OF FOSSIL FUEL
• GLOBAL WARMING (KG CO2-EQ.)/KWH):
𝑏𝐶𝑂2
𝑃𝐹
=5.454 MPTS/KG.
• DEPLETION OF FOSSIL FUEL:
𝑏𝑓𝑢𝑒𝑙 = 3.5 MPTS/MJ
• REFERENCE:
PETRAKOPOULOU F., TSATSARONIS G., MOROSUK T., 2012. “ADVANCED
EXERGOENVIRONMENTAL ANALYSIS OF A NEAR-ZERO EMISSION POWER
PLANT WITH CHEMICAL LOOPING COMBUSTION”, ENVIRONMENTAL SCIENCE
AND TECHNOLOGY 46, PP. 3001-3007.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
35. STREAM-LEVEL ENVIRONMENTAL
IMPACT
Equipmen
t
Environmental impact balance Auxiliary
equation
s
Compress
or
𝑏2. 𝐸2 = 𝑏1. 𝐸1 + 𝑏𝐾. 𝑊𝐾 𝑏1 =0
( fresh
air)
Combusto
r
𝑏3. 𝐸3
= 𝑏2. 𝐸2 + 𝑏𝑓𝑢𝑒𝑙. 𝐸𝑓𝑢𝑒𝑙 + 𝐵CO2
𝑃𝐹
𝑏𝑓𝑢𝑒𝑙 and
𝑏𝐶𝑂2
𝑃𝐹
[literatur
e]
Turbine 𝑏4. 𝐸4 + 𝑏𝑇𝐵. 𝑊𝑇𝐵 = 𝑏3. 𝐸3 𝑏4 = 𝑏3
𝑏𝐾 = 𝑏𝑇𝐵
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
36. VALUES OF ENVIRONMENTAL IMPACT
OF EACH STREAM
Summer conditions Standard conditions
Stream 𝑏𝑗
(mPts/MJ)
𝐵𝑗 (mPts/s) 𝑏𝑗
(mPts/MJ
)
𝐵𝑗 (mPts/s)
WK 5.32 1110.60 5.42 992.50
WT 5.32 2021.60 5.42 1959.10
1 0 0 0 0
2 5.82 1110.60 5.97 993.10
Fuel 3.50 1634.40 3.50 1634.40
3 5.14 2879.00 5.01 2761.00
4 5.14 856.10 5.01 797.50
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
37. ENVIRONMENTAL IMPACT OF EACH
EQUIPMENT
Equipmen
t
Environmental
impact rate of fuel
𝐵𝐹,𝑘 (mPts/s)
Environmental
impact of product
𝐵𝑃.𝑘(mPts/s)
Compress
or
𝑏𝐾. 𝑊𝐾 𝑏2. 𝐸2 − 𝑏1. 𝐸1
Combusto
r
𝑏2. 𝐸2 + 𝑏𝑓𝑢𝑒𝑙. 𝐸𝑓𝑢𝑒𝑙
+ 𝐵𝐶𝐶
𝑃𝐹
𝑏3. 𝐸3
Turbine 𝑏3. 𝐸3 − 𝑏4. 𝐸4 𝑏𝑇𝐵. 𝑊𝑇𝐵
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-
38. SECOND PERFORMANCE INDEX:
ENVIRONMENTAL IMPACT
DIFFERENCE (𝑟𝑏,𝑘)
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
Environmental impact related to pollutant : CO2 emissions :
𝐵𝐶𝐶
𝑃𝐹
= 𝑏𝐶𝑂2
𝑃𝐹
. (𝑚𝐶𝑂2,𝑜𝑢𝑡 − 𝑚𝐶𝑂2,𝑖𝑛)
Environmental impact related to exergy destruction in each equipment:
𝐵𝐷,𝑘 = 𝑏𝐹,𝑘 . 𝐸𝐷𝑘
Environmental impact related to exergy lost by the exhaust gas:
𝐵𝐿,𝑡𝑜𝑡 = 𝑏4. 𝐸4
ENVIRONMENTAL IMPACT DIFFERENCE
𝑟𝑏,𝑘 =
𝐸𝐷,𝑘
𝐸𝑝,𝑘
Higher values means higher impact on the environment
40. LOCATING SOURCES OF
ENVIRONMENTAL IMPACT OF THE
PLANT USING VALUES OF (rB,K )
COMBUSTOR
HIGHEST CONTRIBUTION TO THE TOTAL
ENVIRONMENTAL IMPACT OF THE FINAL PRODUCT (rB
=14.4%), WHILE
SUMMER WEATHER CONDITIONS INCREASE THIS
CONTRIBUTION BY 20.8%.
COMPRESSOR:
SECOND HIGHEST CONTRIBUTION TO THE TOTAL
ENVIRONMENTAL IMPACT OF THE FINAL PRODUCT (rB
=10.1%).
UNLIKE THE COMBUSTOR, THE DATA INDICATE THAT
SUMMER WEATHER CONDITIONS DECREASE THIS
CONTRIBUTION BY 7.4%.
TURBINE:
LOWEST CONTRIBUTION TO THE TOTAL
ENVIRONMENTAL IMPACT OF THE FINAL PRODUCT (rB
=8.4%), WHILE
SUMMER WEATHER CONDITIONS DECREASE THIS
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
41. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
+20.8%
-58.3%
-7.4%
42. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
𝐸𝐼𝐸𝑇 =
(𝑏𝐹,𝑡𝑜𝑡𝐸𝐹,𝑡𝑜𝑡+𝑌𝑡𝑜𝑡+𝐵𝑡𝑜𝑡
𝑃𝐹
+𝐵𝐿,𝑡𝑜𝑡 )
𝐸𝑃,𝑡𝑜𝑡
𝑏𝐹,𝑡𝑜𝑡𝐸𝐹,𝑡𝑜𝑡 : Environmental impact of depletion of the fuel
𝐵𝑡𝑜𝑡
𝑃𝐹
= 𝑏𝐶𝑂2
𝑃𝐹
. (𝑚𝐶𝑂2,𝑜𝑢𝑡 − 𝑚𝐶𝑂2,𝑖𝑛) : environmental impact Of CO2
+𝐵𝐿,𝑡𝑜𝑡 : environmental impact of exhaust gas (lost exergy)
𝑌𝑡𝑜𝑡 : environmental impact of the power plant (neglected)
43. SUMMER WEATHER CONDITIONS (T= 430C AND RH= 50%):
40.3 MPTS/KWH (EXERGY DESTRUCTION ONLY)
59.0 MPTS/KWH ( 46% MORE WITH EXERGY LOSS)
STANDARD WEATHER CONDITIONS (T=150C, RH=60%):
37.8 MPTS/KWH (EXERGY DESTRUCTION ONLY)
54.7 MPTS/KWH ( 45% MORE WITH EXERGY LOSS):
SUMMER WEATHER CONDITIONS INCREASED THE
ENVIRONMENTAL IMPACT BY KWH PRODUCED BY THE
POWER PLANT BY: 6.6 % EXERGY (DESTRUCTION ONLY)
& 7.9% (INCLUDING EXERGY LOSS)
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
VALUES OF THE ENVIRONMENTAL
IMPACT BY KWH OF ELECTRICITY
PRODUCED (EIE)
44. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
+6.6%
+7.9%
EFFECTS OF SUMMER WEATHER CONDITIONS OF
ENVIRONMENTAL IMPACT OF ELECTRICITY
PRODUCED (ED: EXERGY DESTRUCTION, EL: EXERGY
LOSS)
45.
WORLD CONGRESS ON OIL , GAS &
PETROLEUM REFINERY- ABU DHABI (UAE)-
DECEMBER 17-18, 2018
46. WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-18, 2018
EXCESSIVE USE OF FUEL COMBUSTION
1st RECOMMENDATION: ENERGY CONSERVATION
ENVIRONMENT PROTECTION BEFORE PROFITS
47. • RECOVERABLE LOSS WHICH CAN BE RECTIFIED PERIODICALLY BY
WATER WASHING OR, MORE THOROUGHLY, BY MECHANICALLY
CLEANING THE COMPRESSOR & TURBINE BLADES AND VANES AFTER
OPENING THE UNIT.
• NON-RECOVERABLE LOSS: THIS LOSS IS CAUSED BY REDUCTION IN
COMPONENT EFFICIENCIES, REPLACEMENT OF AFFECTED PARTS ARE
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 1
TECHNICAL RECOMMENDATIONS
48. I. ENVIRONMENTAL IMPACT BY KWH OF
ELECTRICITY : 32% DUE TO EXERGY LOSS:
FIND A WAY TO USE HEAT OF FLUE GAS
II. FURNACE HAS LARGEST ENVIRONMENTAL
IMPACT: REDUCE EXERGY DESTRUCTION IN
COMBUSTOR
III. SUMMER CONDITIONS INCREASE
ENVIRONMENTAL IMPACT OF THE POWER PLANT BY
7.9% :
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
RECOMMENDATIONS BASED ON THE
EXERGOENVIRONMENTAL ANALYSIS
49. I. USING HEAT OF EXHAUST GAS LEAVING THE GAS
TURBINE
POWER PLANT UNDER INVESTIGATION IS AN OPEN CYCLE GAS TURBINE AND THE
TEMPERATURE OF THE EXHAUST GAS IS AROUND 886 K. A HEAT RECOVERY
STEAM GENERATOR (HRSG) COULD BE ADDED TO PRODUCE EXTRA POWER WITH
A STEAM TURBINE.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
REFERENCE : COMBINED CYCLE POWER PLANTS IN EUROPE = 27 MPTS/KWH.
OUR VALUES FOR DESIGN CONDITIONS ARE RESPECTIVELY:
37.8 MPTS/KWH (EXERGY DESTRUCTION ONLY):+40%
54.7 MPTS/KWH (WITH EXERGY LOSS): +103%
50. II. FUEL SPECIFICATIONS AND
EFFICIENCY OF COMBUSTION
A NUMBER OF FACTORS INCLUDING AUTO-IGNITION, FLAME
TEMPERATURE, EMISSIONS AND STABILITY DEPEND ON FUEL
SPECIFICATIONS.
IT IS CRITICAL TO SUCCESSFULLY OBTAINING A FUEL STREAM
THAT MEETS THE ORIGINAL EQUIPMENT MANUFACTURER (OEM)
SPECIFICATIONS.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
51. II. PROCESS CONTROL STRATEGY FOR
BETTER COMBUSTION AND MINIMUM
EXCESS AIR
• REPLACING THE FEEDFORWARD CONTROL (RATIO CONTROL) BY A
FEEDBACK CONTROL WITH CONTINUOUS MEASUREMENT OF BOTH O2
AND CO LEAVING THE COMBUSTOR COULD PROVIDES THE NEEDED
INFORMATION FOR EFFECTIVE COMBUSTION FOR SIGNIFICANT ENERGY
SAVINGS & MINIMIZING EXCESS AIR.
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018
52. III. COOLING AMBIENT AIR
COMPARED TO DESIGN CONDITIONS, SUMMER WEATHER CONDITIONS
INCREASE ENVIRONMENTAL IMPACT OF THE POWER PLANT BY 7.9% .
A THERMO-ECONOMIC OPTIMIZATION STUDY IS NEEDED IN ORDER TO
SELECT BETWEEN THE DIFFERENT COOLING SYSTEMS IN ORDER TO
DECREASE THE NEGATIVE EFFECTS OF THE HIGH TEMPERATURES OF THE
SUMMER IN ABU DHABI (UAE) : EXAMPLE : COOLING BY EVAPORATION
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER 17-
18, 2018
53. THANK YOU
WORLD CONGRESS ON OIL , GAS & PETROLEUM REFINERY- ABU DHABI (UAE)-DECEMBER
17-18, 2018