RESEARCH METHODOLOGIES Lecture 03 How to write the Introduction In your Thesis & Research Proposal Dr. Mokhtar Ali Amrani Introduction in Thesis or Project? Key points should be remembered The “Introduction” of a thesis or project is like “proposal”. Introduction of Thesis should not exceed 15% of the whole document. This chapter is the first chapter of thesis and are similar to the proposal you submitted at the first step of your research process. The only difference between Proposal and Chapter 1 is that: proposal requires 1-2 pages literature review, while in Thesis, Literature review is collected in a sperate chapter. Introduction in Thesis or Project 1.1 Overview: ھﻧﺎ ﺗﻛﻠم ﻋن اﻟﻣوﺿوع اﻟرﺋﯾﺳﻲ وﺑﺎﻣﻛﺎﻧك ان ﺗرﻛز ﻋﻠﻰ ﺑﻌض اﻟﻣﻔﺎھﯾم اﻟﺧﺎﺻﺔ اﻟﻣطﻠوﺑﺔ ﻓﻲ زاوﯾﺔ ﺑﺣﺛك واﺣﯾﺎﻧﺎ ﺗﺣﺗﺎج ﺗﻌﻣل ﺳرد ﺗﺎرﯾﺧﻲ وﺗﺟﻧب ھﻧﺎ اﻟﻧﻘل ﻣن ﻛﺗب او ﻣﺟﻼت ﻗدر اﻻﻣﻛﺎن .ھذا اﻟﺟزء ﻗد ﯾﻛون ﺻﻔﺣﺗﯾن اﻟﻰ 4ﺻﻔﺣﺎت وﯾﺟب ان ﻻﯾﻛون ﻣﻣﻼ او ﺧﺎرج ﻣوﺿوع اﻟﺑﺣث. 1.2 Problem Statement ھﻧﺎ ﻗم ﺑﺗﻌرﯾف ﻣﺷﻛﻠﺔ ﺑﺣﺛك ﺑﻣﺎ ﻻ ﯾﺗﺟﺎوز ﺻﻔﺣﺔ واﺣدة ..ﻣﺎھﻲ اﻟﻣﺷﻛﻠﺔ ؟ وﻣﺎھﻲ اﺛﺎرھﺎ اﻻﻗﺗﺻﺎدﯾﺔ او اﻟﺑﯾﺋﯾﺔ او اﻟﺻﺣﯾﺔ ﻋﻠﻰ ﺷرﯾﺣﺔ ﻣﺎ ﻣن اﻟﻣﺟﺗﻣﻊ .ﺣﺎول واﻧت ﺗﻛﺗب ﻣﺷﻛﻠﺔ اﻟﺑﺣث ان ﺗﻌظم اﻟﻣﺷﻛﻠﺔ ﻣن ﻛل ﺟواﻧﺑﮭﺎ اﻟﻣﻣﻛﻧﺔ ﺛم ﺗﻘول ﻓﻲ ﻧﮭﺎﯾﺔ اﻟﻣطﺎف اﻧك ﺳﺗﻘوم ﺑﺣﻠﮭﺎ ﺑدون اﻋطﺎء اي ﺗﻔﺎﺻﯾل ھﻧﺎ .ﻻ ﺗﺗﺟﺎوز ﻧﺻف ﺻﻔﺣﺔ 1.3 Objectives: اھداف اﻟﺑﺣث ﯾﺟب ان ﯾﻛون ھﻧﺎك ھدف رﺋﯾﺳﻲ ﯾﻛون ﻣﺷﺗﻖ ﻣن ﻋﻧوان اﻟﺑﺣث ﺛم ﯾﻣﻛن ﺳرد ﻋدة اھداف ﺛﺎﻧوﯾﺔ ﻗد ﺗﺻل اﻟﻰ 5اھداف ﺛﺎﻧوﯾﺔ .ﻻﺣﻘﺎ ﻓﻲ اﻟﺷﺎﺑﺗر ﺣﻖ اﻟﻧﺗﺎﺋﺞ ﯾﺟب ان ﺗﺟﯾب ﻋن ھذه اﻻھداف. 1.4 Research Questions ﯾﻣﻛن اﻋﺎدة ﺻﯾﺎﻏﺔ اھداف اﻟﺑﺣث ﻋﻠﻰ ﺷﻛل اﺳﺋﻠﺔ ..ﺑﺣﯾث ﯾﻛون ھﻧﺎك ﺳؤال رﺋﯾﺳﻲ ﯾﻛون ﻣﺷﺗﻖ ﻣن ﻋﻧوان اﻟﺑﺣث وا ﺳﺋﻠﺔ ﺛﺎﻧوﯾﺔ ﺗﻐطﻲ ﺑﻌض اﻟﺟواﻧب ﻓﻲ اﻟﺑﺣث .وﺳﻧﻌطﻲ اﻣﺛﻠﺔ ﻋﻠﻰ ذﻟك .ﻻ ﺗﺗﺟﺎوز ﻧﺻف ﺻﻔﺣﺔ Introduction in Thesis or Project 1.5 Research Methodology ھﻧﺎ ﻓﻲ ھذه اﻟﺟزﺋﯾﺔ ﯾﺟب ان ﺗﺟﯾب ﻋن ﺳؤال ﻛﯾف ﺳﺗﺣل اﻟﻣﺷﻛﻠﺔ؟ ﻣﺎھﻲ اﻟطرﯾﻘﺔ اﻟﻌﻠﻣﯾﺔ اﻟﺗﻲ ﺳﺗﺗﺑﻌﮭﺎ؟ اذا ﻛﻧت ﺳﺗﻘوم ﺑﻌﻣل اﺳﺗﺑﯾﺎن ﯾﺟب ان ﺗﻛﺗب ھﻧﺎ ان اﻻﺳﺗﺑﯾﺎن ﺳﯾﻛون ھو اﻟطرﯾﻘﺔ اﻟرﺋﯾﺳﯾﺔ ﻟﺣل اﻟﻣﺷﻛﻠﺔ. اذا ﻛﺎﻧت ﻣﺷﻛﻠﺗك ﺳﯾﺗم ﺣﻠﮭﺎ ﻋن طرﯾﻖ اﻟﺗﺟﺎرب ﻓﻲ اﻟﻣﻌﺎﻣل ﯾﺟب ان ﺗﻌطﻲ ﺑﻌض اﻟﻣﻌﻠوﻣﺎت واﻟﻣﺣددات اﻟﻌﺎﻣﺔ ﻋن اﻟﺗﺟﺎرب اﻟﺗﻲ ﺳﺗﻘوم ﺑﮭﺎ ﺑدون اﻋطﺎء ﺗﻔﺎﺻﯾل. اذا ﻛﺎﻧت طرﯾﻘﺔ اﻟﺣل ﺳﺗﻛون ﻋﺑر طرق اﻟﻧﻣذﺟﺔ واﻟﻣﺣﺎﻛﺎة ﺗﻛﻠم ﻋن ﻧوﻋﯾﺔ اﻟﺑراﻣﺞ اﻟﺗﻲ ﺳوف ﺗﺳﺗﺧدﻣﮭﺎ ﻓﻲ ﺑﺣﺛك وﻣﺎھﻲ ﻣزاﯾﺎھﺎ ﻋن ﻏﯾرھﺎ. اذا ﻛﺎن ﺷﻐﻠك ﻋن دراﺳﺔ ﺣﺎﻟﺔ ﻓﻲ ﻣﻧطﻘﺗك او ﻣدﯾﻧﺗك ﺗﻛﻠم ھﻧﺎ ﻋن اﻟﺷرﻛﺔ اﻟﺗﻲ ﺳﺗطﺑﻖ ﻋﻠﯾﮭﺎ اﻟﺑﺣث واھم اﻟﻌﻧﺎوﯾن اﻟرﯾﺳﯾﺔ ﻋﻧﮭﺎ )اﻟﻣﻧطﻘﺔ اﻟﺟﻐراﻓﯾﺔ ،ﻣﺗﻰ ﺗﺎﺳﺳت ،ﻋدد اﻟﻣوظﻔﯾن ،ﺣﺟم اﻻﻧﺗﺎج اﻟﺳﻧوي ..... ،اﻟﺦ(. وھﻛذا،،،،.... وﺗذﻛر داﺋﻣﺎ ان ھﻧﺎك ﺷﺎﺑﺗر ﻣﻧﻔﺻل ھو اﻟﺷﺎﺑﺗر اﻟﺛﺎﻟث ﺳوف ﺗﺗﻛﻠم ﻓﯾﮫ ﺑﺎﻟﺗﻔﺻﯾل ﻋن اﻟطرق اﻟﻣﺳﺗﺧدﻣﺔ ﻓﻲ ﺣل اﻟﻣﺷﻛﻠﺔ. ﻻﺗﺗﺟﺎوز ﺻﻔﺣﺔ واﺣدة. Introduction in Thesis or Project )1.6 Significance of Research (Motivations ﻣﺎھﻲ اﻟدواﻓﻊ اﻟﺗﻲ ﺷﺟﻌﺗك ﻋﻠﻰ ﻋﻣل اﻟﺑﺣث ﻓﻲ ھذا اﻟﻣوﺿوع واﻟﻧﺗﺎﺋﺞ اﻟﻣرﺟوة اﻟﺗﻲ ﺳﯾﺣﺻل ﻋﻠﯾﮭﺎ اﻟﻣﺟﺗﻣﻊ . او اﻟﻣﺳﺗﻔﯾدون ﺿﻣن اطﺎر ﺑﺣﺛك وﺗﻛﺗب ﺑﺻﻔﺔ ﻋﺎﻣﺔ ﺑدون ﺗﻔﺎﺻﯾل .وﻣﻣﻛن ان ﺗﻛون ﻋﺑﺎرة ﻋن ﺑﺎراﺟراف واﺣد ﻻﯾﺗﺟﺎوز ﻧﺻف ﺻﻔﺣﺔ. 1.7 Research Plan of Work & Time Schedule ﺗﻛﻠم ھﻧﺎ ﻋن اﻟﺧطوات ﺑﺎﻟﺗرﺗﯾب اﻟﺗﻲ ﺳﺗﻘوم ﺑﮭﺎ ﻟﺗﻧﻔﯾذ اﻟﺑﺣث ﻣﻊ ﺗﺳﻠﺳل زﻣﻧﻲ واﺿﺢ ﻟﻛل ﻋﻣﻠﯾﺔ ..وﻻ ﯾﻣﻧﻊ ان ﺗﻌﻣل ﻟﮭﺎ ﻣﺧطط ﺗﻔﺻﯾﻠﻲ ﻛﻣﺎ درﺳت ﻓﻲ ﻣوﺿوع ادارة اﻟﻣﺷﺎرﯾﻊ اﻟﮭﻧدﺳﯾﺔ .وﯾﻛون طوﻟﮭﺎ ﻣن ﻧﺻف ﺻﻔﺣﺔ اﻟﻰ ﺻﻔﺣﺔ واﺣدة ﻋﻠﻰ اﻻﻛﺛر. )1.8 Research Scope ( Limitations وﺗذﻛر ھﻧﺎ ان اﻟﺑﺣث اﻟذي ﺳﺗﻘوم ﺑﮫ ﻟﯾس ﻛﺗﺎب وﯾﺟب ان ﺗﻐطﻲ ﻛل اﻟﻣواﺿﯾﻊ ..واﻧﻣﺎ ھو ﺣل ﻟﻣﺷﻛﻠﺔ ﻣﻌﯾﻧﺔ وﻟذﻟك ﺗﺣدث ﺑﻛل وﺿوح ﻣﺎھﻲ ﺣدود اھﺗﻣﺎﻣﺎﺗك ﻓﻲ ﺑﺣﺛك وﻣﺎ ھو اﻟﺟﺎﻧب اﻟذي ﺳﺗرﻛز ﻋﻠﯾﮫ واي ﺟواﻧب اﺧرى ﺗﻛﻠم اﻧﮭﺎ ﺧﺎرج ﻣوﺿوع ﺑﺣﺛك وﻻ ﻋﯾب ﻓﻲ ذﻟك .ﻻ ﺗﺗﺟﺎوز ﻧﺻف ﺻﻔﺣﺔ 1.9 Project overview ﺗﻛﻠم ھﻧﺎ ﻋن ﻛﯾﻔﯾﺔ ﺗوزﯾﻊ ﺑﺣﺛك اﻟﻰ ﺷﺑﺎﺗر وﻣﺎذا ﯾﺣﺗﺎج ﻛل ﺷﺎﺑﺗر وﻣﺎ ﻋﻼﻗﺔ ﻛل ﺷﺎﺑﺗر ﺑﺎﻟذي ﯾﻠﯾﺔ واﻟذي ﻗﺑﻠﮫ ﺣﺗﻰ ﺗﺻل اﻟﻰ اﺧر اﻟﺑﺣث واذا ﻛﺎن ﻣﻌك ﻣﻠﻔﺎت ﻣﻠﺣﻘﺔ ﺗﻛﻠم ﻋﻧﮭﺎ ﺑﺎﺧﺗﺻﺎر .ھذا اﻟﺟزء ﻣن اﻟﺑﺣث ﯾﺟب ان ﻻ ﯾﺗﺟﺎوز ﺻﻔﺣﺔ واﺣدة. The first Subtitle of your Proposal is: 1.1 Overview The Introduction should provide readers with the BACKGROUND information needed to UNDERSTAND your study, and the REASONS WHY you conducted your experiments. Study What ? know Introduction Introduction Why? Importance What? Objective The first Subtitle of your Proposal is: 1.1 Overview • In this subsection: you are allowed to write some important definitions, concepts, and historical background that are necessary for your topic. • The length of this subsection is between 2-4 pages. You are permitted to provide the concepts of your topic only in Chapter I. The 2nd Subtitle of your Proposal is: 1.2 Problem Statement • Skills to write good problem statement were learned in the past lecture. • The length of this subsection should not exceed 1 page. The objective of research is to test the hypothesis of your research Research Questions Good research question should be: 1. Clear and easy to understand without the need for additional explanation 2. Relevant to your field of study 3. Arguable and open for debate, not acceptable as fast 4. Focused enough so you can answer it thoroughly and concisely in fewest words possible. 5. Feasible enough to answer with practical constraint and timeframe 6. Complex that it requires synthesizing, analysis of ideas, Qualitative Research Questions • This type of research question focuses on exploring meaning and experience. • It focuses on a larger group and seeks to understand a concept or experiment. It's open ended in structure as it focuses more on the experiences of more than one person. • Formulate questions from data collected from case studies, focus groups, and surveys. Quantitative Research Questions • Here, researchers use empirical evidence and measurable data to explain an occurrence. • This one is common in historical, statistical, marketing and psychical research studies. • Often used to confirm or disapprove a hypothesis through comparisons, descriptions, and relationships. Example I Example II Research Motivation • Not necessary all theses have Motivations. • It reflects the importance of research for your community or any ignored group of people. • It reflects the important of research for your country from strategic view and economic view. • It solve critical scientific or social problem. Example of Motivation Design hydropower plant to store excess energy in Jordan Research Methodology • In brief, • Explain your approach, Data collection method, Population, Sampling, etc., • measurement tools, raw materials used for your experiments and their purities. • Software & Hardware tools used for designing your approach. • Brief description of your company, plant, institution or factory under study. Research scope & Limitations • In one paragraph, describe the scope of your thesis and its limitations. • Should not exceed half page. Research Hypotheses • A set of statements that a researcher put as an assumption of results. • Often used for social, education, and literature research. • It is not necessary part for engineering theses. Socio-Economic Status as Predictor of Academic Achievement of Engineering Students in Taiz State, Yemen The Impact of Social Media on the Educational Attainment of Engineering Students under Conflict and Siege Conditions at Taiz City, Yemen Example of A Proposal Title: IMPLEMENTING AN INTIGRATED MAINTENANCE MANAGEMENT SYSTEM FOR FOOD INDUSTRIES AT TAIZ CITY, YEMEN In this subsection, 1. Define your broad topic and its importance, technically and economically. 2. define the concepts used in this topic such as, OEE, TPM, Condition- based maintenance 1.2 Problem Statement Avoid writing your findings in this subsection while you describe the problem As a third world country, many companies in Yemen are still not considering the importance of maintenance management and the necessity to invest sufficient money to employ an integrated maintenance management system. Al-Shaibani Commercial Group is one example to the imperfect maintenance management system. The company uses run-to-failure maintenance strategy with small level of preventive maintenance in almost all production lines. The company has neither maintenance department and workshop nor outsourcing maintenance contract. The current situation has led to large downtimes and large number of defect products in almost all food industry production lines in the company. Accordingly, the company urgently needs a diagnostic investigation that is able to systematically spot the causes of low productivity. To improve the productivity of each equipment and each production line, OEE is the best initial diagnostic tool that needs to be implemented based on the historical data of the production lines. The purpose of this research is to identify the parameters that might influence the effectiveness of machines in production lines under study, using an integrated system of preventive/predictive maintenance strategy. 1.2 Problem Statement (continued) Al-Takamol company, Taiz, Yemen, unintentionally loses a large amount of the investment money due to time losses without production, low production rate and the production of large number of nonstandard products. This also adds higher spare parts costs to the company. The company’s equipment and machines do not operate with their full effectiveness, due to breakdowns, slow speed of products, defect of products and the absence of a proper maintenance strategy. To this, the company experiences poor OEE in all production lines and need immediate action to improve the productivity. This study is an attempt to improve the productivity of the company. 1.3 Research Objectives The aim of this research is to implement an integrated maintenance management system that is able to precisely diagnose the causes of low productivity of three food industrial production line at Taiz city. Secondary Objectives a) To measure availability, performance and quality of the production lines. b) To measure overall equipment effectiveness c) To use wear particles analysis and viscosity measurement. d) To identify the reasons that reduce the equipment’s effectiveness. e) To eliminate the causes that reduce the equipment’s effectiveness. f) To improve each factor that causes poor OEE. g) To improve overall equipment effectiveness. 1.4 Scope and Limitations 1.6 Scope and limitation: This research is targeted critical factors that cause low OEE at the food industry production lines at AL-Takamol Company, Taiz, Yemen. Predictive maintenance strategy (Oil-Based Condition) is implemented only to the most stressed line, Sandwich production line out of three production lines were studied. This limitation is possibly due to time and economic constraints. In addition, this study is limited to the diagnoses of the problems raised from improper maintenance management at current situations. Implementing recovery (prognostic) maintenance strategies is avoided in this research due to the need to invest more money while the company is reluctant to pay at current situation. What is more, implementation of on-line maintenance system cannot be applied to the current machines due to the high cost of such systems. Finally, the time given to complete this research work is also another important constraint. 1.5 Significance of the Research 1.7 Significance of the Research: The company mainly benefits from this study together with its employees. This research focuses on how to improve the productivity through employing preventive and predictive maintenance as well as improvement in the skills and training courses of the operators and technicians. Accordingly, the company will reduce the maintenance and inventory costs, increase the life of the machines and gain good reputation 1.6 Research Methodology 1.8 Research Methodology: This research was carried out at the food section of Al-Takamol Company, one of AL -Shaibani Group in Taiz. Methodology which adopted for this study was direct observations of machines, unstructured interviews and historical company records. Data gathered from the company documents, interviews and observations, by observing the process flow from incoming raw materials up to outgoing of the finished product and the behavior of machines in working mode. Interviews were held with employees, machines operators and plant engineers inside the plant for confirmation of any data collected. 1.6 Research Methodology Quantitative and qualitative data analysis methods were used throughout the research. Historical machine records were used as secondary data, while primary data were collected through direct observations and interviews. What is more, these data were analyzed according to similar works from the literature review. Finally, an authentication letter was issued from the company certify that the data furnished in this research is correct. 1.6 Research Methodology Unconventional experimental procedure was developed to precisely diagnose the health of the machines using the analysis of used lubricant oil of gearboxes and compared to the crude graded oil. The measurements of oil viscosity and wear debris sizes were the parameters being handled to identify the conditions of the machines. Finally, the results were obtained in term of OEE percentage. Preventive and predictive maintenance were used to prevent unplanned failure and to maximize the productivity of the production lines. Different approaches considered when writing and running the research, those approaches described within this part to have an overview of how the research has gone on, and the research was carried out step by step. These steps are spotted in the planning diagram shown in Fig. 1.1. Further information on the methods and methods’ procedures are presented in Chapter 3. 1.7 Research Plan Different when approaches writing research, and those considered running the approaches described within this part to have an overview of how the research has gone on, and the research was carried out step by step. These steps are spotted in the planning diagram shown in Fig. 1.1. Further information on the methods and methods’ procedures are presented in Chapter 3. 1.8 Data Analysis Method 1.9 Data Analysis Methods The next step after data collection and organizing is the data analyzing. OEE is the first tool being used in the work to analyze the data. It gives an indication of where the weakness point, the calculation of OEE depend on calculating the availability factor, performance factor and quality factor. Further details will be presented in the next coming chapters. Different other tools were used to analyze the data collected such as MTBF, MTTR, graphs, Pareto chart, fishbone, 5 Why’s , excel program, wear particles analysis and viscosity measurement. From the analyzed data, the machines of high failures could be determined. In fact, fishbone, 5 why’s and lubricating oil analysis tools were used to identify and find the root causes of factors that mainly contribute to the problem. According to root causes analyzed, the decision making based on the maintenance management strategy for the repairing the machine is taken. 1.9 Thesis Overview Introduction for Articles start out broad and then become more specific. Think of it as an inverted triangle, or a filter funnel. Be prepared to completely rewrite the introduction throughout the process of thesis steps. MAKE IT INTERESTING If you bore the reader at the start, you are unlikely to revive interest in the methods section. For the first paragraph or two, tradition permits prose that is less dry than the scientific or academic norm. Engage the reader by revealing some of your interest in the subject. TRANSITIONS The introduction and conclusion to a paper can be understood as a type of transition… At the beginning of a thesis, the introduction serves as a transition by moving the reader from the world outside of your paper to the world within. At the end of the paper, the conclusion works in the opposite direction by moving readers from the world of your paper back to their own world. The Allyn & Bacon Handbook Tell your reader… Announce your topic How you understand the topic (e.g. context, background, key terms); What your controlling argument is; What issues you will cover (Limitations) (and in which order); and What conclusion/s you reach, without details. This will probably involve… • General statements about your field of research to provide a setting for the problem; • More specific statements about the aspects of the problem already studied by other researchers; • Statements that indicate the need for further investigation; …continued • Highly specific statements that give the purpose/objectives of your own study; and • Supporting statements that give a justification for carrying out the study. Diagram of the Research process HOW TO STRUCTURE THE INTRODUCTION? An introduction basically answers these questions: What is the problem? Any existing solutions? What is the best solution? What is the main limitation? What do I hope to achieve? Have I achieved what I set? General The purpose of an introduction is to prepare the reader for the body of writing that comes after it. You know what you are writing about and why. But unless you inform your readers of this in an introduction, they will feel lost and judge your essay to be an unclear piece of work! Good Introduction Indicates the topic that the thesis is about Describes how the body of the essay is organized. Explains the point of writing the essay: to argue for a thesis, so you will need to explain what thesis you argue for and how you argue for it . This is called a thesis-statement, and most essay introductions include one. HOW TO BEGIN THE INTRODUCTION? Include definition of the topic and background Move on to the problem to be resolved Continue with the author’s objectives Introduction to the literature Survey of pertinent literature (Review literature in author’s precise field. Author contribution Objective of the current work Main results of the current work Future implications of the work Outline of structure TYPICAL PHRASES TO AVOID IN AN INTRODUCTION Avoid stock phrases (common or typical phrases that every one use. Eg.: Recent advances in….., The last few year,…. Etc.. TENSES TO BE USED Present Simple – used to begin the introduction – to describe the background context – also used in the end of the introduction. Present Perfect – used to show how problem has been approached from past till present. HOW TO OUTLINE THE STRUCTURE OF THE PAPER? Delete the unnecessary sentences Using active verbs rather than passive Removing other redundancy. ()اﻻﺳﮭﺎب او اﻻطﻧﺎب ﻓﻲ اﻟﻛﻼم Example: civil/environment engineer Problem Introduction • In your village, a large number of people are died this year due to cancer? While the neighbors villagers not.. • Environmental issue (Water, Food, Air). • Search for ground water, special food, wastewater that may be the reason for cancer. • study the characteristics of drinking water. • Overview on the cancer based on drinking water pollutants. 54 Example: Civil/Safety Engineer Problem Introduction • To identify the reasons behind large construction accidents in Taiz city. • The common reasons for construction accidents. • Search if your construction companies and individuals follow the standards of safety and health. • Government regulation should also be discussed. • Precise statistics and analyses of all types, nature and date of accidents. 55 Example: Production Engineer Problem • A production line efficiency is low, waste is high, availability of machines is low. • TPM & TQM fundamentals Introduction • Similar solutions from the literature • Try to illuminate the time waste, ergonomics, safety and health, maintenance, and managerial problem, etc.. • Use managerial mathematics for getting a proper solution. 56 Example: Industrial Engineer • To minimize queuing problems at Al-Kurimi Problem Bank. • It is a mathematical issue using the techniques of operation research math's. • What is queuing problem?, their effect on the business. Introduction • Search for similar solutions from the literature. • You need to get statistical data from the bank; either directly or by your observation. 57 Example: Mechanical Engineer Problem Introduction • Feasibility study of petrol fuel exchange to gas fuel in Taiz city. • You need science of thermodynamics of petrol and LPG cycles. • Properties, merits and types of LPG. • Search for similar solutions from the literature. • You need to get statistical data from the agents, customers and workshop engineers on the cost and performance. 58 Example: Industrial/civil engineer Problem Introduction • Feasibility study of the use of rain water as a main source for water in Taiz city. • You need to study the alternative water sources and their availability and cost. • Possible pollutants at rain water and their environmental effects. • Does rain water is healthy as drinking water? • Geographical data on Taiz. • You need to know the water density per year, population, average number of family members in each home, water consumption per capita, rain frequency during the seasons in Taiz city. • Search for similar studies from the literature. 59 Example: Electrical Engineer • Identifying the death accidents from Problem improper Electrical generators in Yemen? • You need government statistics. • Type and concentration of Exhausts from generators Introduction • You need the safety requirements for designing proper room for Electrical generators. • You need to study the death mechanism that is taken place due to the exhaust gases. 60 Example: Electrical Engineer Problem Introduction • The private sector losses due to the absence of government Electricity in Taiz city 2015-2018. • General information about electricity • You need government statistics. • Information on electricity, losses, costs, generation, etc. 61 Example: Mechatronics Engineer Problem Introduction • The people at Taiz city is facing a huge problems of landmines due to the current civil war. • History of landmines • Background of landmine in Yemen. • Landmine detection systems. • Landmine types and classification • Detection Techniques. • You need government statistics. 62 THANK YOU