Logistics for the UK Brewing Industry

Logistics for the UK Brewing Industry The area of logistics management is today seen as a powerful tool in reducing cost, improving customer satisfaction and thereby increasing sales of a business. Therefore, as a critical business function, logistics has been subjected to extensive research that has led to the development of several theories, processes and strategies for efficient logistics systems. The purpose of this paper is to study strategy in the context of logistics for the brewing industry in the UK. The paper begins with discussing logistics and supply chain as well as the brewery industry in the UK. The brewer chosen for this paper is Greene Kings that produces different brands of beer besides owning and running more than 750 pubs across the UK and exporting its products as well. The discussion then moves to the understanding of Greene Kings strategy through generic models like Ansoff and Porters 5 forces model. This is followed by commentary on the plausible tools and strategic logistical models that Greene Kings may implement for more efficient systems. The problems that are faced in implementing a new strategy are discussed next along with suggestions as to overcoming the same. Finally, the trends and developments in logistics have been included with a discussion on which tools may be useful for Greene Kings. INTRODUCTION The importance of having a strong logistics strategy is being recognized by organizations in the light of the changing dynamics of the business environment. The growth of e-commerce, online transactions and globalization have led to an increase in the intensity of competition, which makes it imperative for every business to have a clear and comprehensive strategy for every operation and functional unit so as to be able to compete in the present dynamic business environment. A sound and comprehensive strategy around logistics management and supply chain is also crucial for pre-determining the demands of the customers (Towers John, 2003). In the intensely-competitive market, breweries have to keep abreast of the demands of the consumers. Towers and John (2003) term these varying demands as the fickle requirements (pp. 592) of consumers, through the importance of these requirements is paramount to retain and increase the customer-base. Moreover, as the same authors have further expounded, the inefficient management of customer demand would have effect on the residual stock, cash flow and other business functions. Logistics are a core process of business operations and plays a crucial role in cost management of the business products, and also for helping the business achieve the demands of a demanding beer-consumption market. Logistics includes storage, warehousing, materials handling, packaging, inventory, transport and information and control. A sound logistics strategy is long-term and is aligned to the larger strategy of the business unit and further, those formed at the corporate level. Any changes in the logistics systems are substantial and impact the entire business in a big way. In the globalized era, where business operate in several continents, the role of logistics and supply chain assumes a more complex and proportionately important place in determining the success of the business. Profit-making is no longer the sole motive of businesses today (lecture slides, M32SOR, Lecture 2; slide 4)., at least in a majority of cases and with the increasing dynamism of the market, it is important to keep the logistics strategy flexible to each of the different goals of the business and also to accommodate the needs of the market. Thus, strategy and logistics are inter-connected and aligned with one-another. For strategies to work, operating plans have to be well-drafted and efficiently executed. For this, there has to be a w ell-defined strategy to which the operations can turn. RESEARCH AIMS AND OBJECTIVES Aims This paper aims to study the strategy of a UK-based brewery from the point of view of logistics. This would be used as a point of reference in developing a comprehensive logistics strategy. Objectives To research and analyze the logistics strategy of the Greene Kings Group and comment on the avenues for improvement. To understand the issues that the management of a brewery may face in implementing a new logistics strategy. Trace and comment on the new developments in technology that would affect a beer manufacturer in the logistics scenario. BACKGROUND Company Background: Greene Kings Greene King Group is a 200 year-old brewery group based in Bury St. Edmunds and produces beer brands Abbot Ale, IPA, Old Speckled Hen and Ruddles County, along with other smaller brands. It is the largest British-owned brewery in the UK. Besides, the company also runs more than 750 public houses all over the country, including chains such as Hungry Horse and Belhaven Pubs. Furthermore, Greene King exports its products to over thirty countries in Europe, Americas, Asia, Middle East, Africa and the Oceana countries. UKs Brewery Industry The Brewery Industry primarily comprises beer producers and this market generates  £ 19 billion in revenues (British Beer and Pub Association, 2009). An interesting characteristic of the brewery industry is that it includes products with varying shelf-lives and therefore, the logistics decisions have to be made so that they fit the different products and offerings (Towers John, 2003). The four biggest breweries in the UK are Scottish and Newcastle (who produce Fosters and Kronenbourg); Coors from USA; Inbev (who produce Stella Artois, from Belgium) and Carlsberg from Denmark . Thus, it is clear to see that international players are the dominant market-share holders in the UK beer industry. Lager is the predominant beer produced and sold here that holds 68 per cent of the total market. Beer is the most important product offering by breweries, especially in the UK. The consumption of beer is divided into on-trade and off-trade consumption, the former being in pars and pubs and the latter through retail outlets (Carlsberg Group Communication, 2008). These differences also reflect in the system of logistics of the businesses. The beer market in UK and the larger Northern and Western Europe is mature and therefore the growth of the beer market would either be stagnant or declining. This makes the task of the management complex here because the focus of the business is shifting to new and emerging markets where growth potential is large. The focus in the UK market would be on retaining existing customers and fighting off competition from international brewers. According to Carlsberg Groups annual report (2008), the share of beer as a percentage figure of the total alcohol consumption is 44.2 per cent. This is divided between on-trade selling (i.e. through pubs and bars) and off-trade selling, with the former claiming 54 per cent of the market. The pricing of beer is done to target four different segments, namely discount, mainstream, premium and super-premium. The logistics strategy for a mature market like the UK has to be aligned to the logistics strategy of the overall business. Here, it is important to streamline the processes to achieve benefits of cost reductions. Globalisation has led to newer avenues for reducing cost. Central procurement is one such tool, wherein raw materials and processes may be obtained at a central level for the different products of the brewery, which would lead to lower costs. ANALYSIS OF GREENE KING THROUGH GENERIC STREATEGIES Porters Five Forces Model As has been discussed in the industry and company overview, the brewery industry in the UK is intensely competitive in the light of changing trends and growing acquisitions and mergers that are increasing the market share of international brewing giants. The Five Forces Model that was developed and presented by Michael E. Porter illustrates the major factors that influence the strategy-making process of a business. The factors include suppliers, buyers, competitors in the form of existing rivals and new entrants, and potential or existing competition from substitute products. These have been analyzed in the specific context of Greene King Breweries (see Appendix 1). In terms of its market share, Greene King is in the expansion stage as it is procuring more and more public houses and bars in all parts of UK, which are also increasing the sale of its beers. Threat of Competitors Greene King faces competition from other beer brands and breweries, especially international players. The main business of Greene King is through the company-owned pubs and bars, with over 750 pubs all over the UK. Off-trade sales accounting for a little below half of the beer sales, this is one part of the business of Greene Kings that faces threat from other large beer brands and breweries, especially international businesses like Carlsberg Group, Scottish and Newcastle and others. The advantage for international brewery groups is that they have the option for centralized procurement of processes and raw materials that result in cost-cutting. Threat of Suppliers The bargaining power of the company is reduced in certain areas of procurement, where there are limited or even a single supplier of raw materials. This is especially true in the case of bottles and cans suppliers who are few and scattered, leading to an almost monopolistic situation that greatly undermines the companys bargaining powers. Threat from buyers The beer market is characterized by different categories of beer, in different price-ranges. There are many variants on the basis of quantity, price, packaging and so forth that requires businesses to offer a diverse range of goods to accommodate the minor variations that customers seek. Furthermore, the consumption of beer is price-sensitive (Carlsberg Group Communication, 2008) and therefore the breweries face the risk of and threat from tax legislations that may lead to increased beer price. Threat from substitutes The increase in health concerns further highlighted by the ban on smoking in public places (Greene King, 2008) that was made legal in UK and Scotland has also put on the forefront, the threat from substitute beverages, especially non-alcoholic varieties. There is also the threat from other drinks with higher content of alcohol. Threat from Potential Entrants The beer and breweries industry is an important one in the UK and globalization has changed the face of competition of this industry that was traditionally a local one. As discussed earlier, globalisation has led to mergers and acquisitions that have increased both the scope as well as the threat of business from big, international players in the market. The main area of concern is that these players have substantially more funds, wider experience of systems and strategies and the added support of the local brewery or product they acquire so as to become formidable competitors for businesses such as Greene King that are involved in export but the primary focus of business is geographically concentrated to the UK. PORTERS VALUE CHAN ANALYSIS Porter further identified a set of interrelated activities that helped the firm in creating competitive advantage for itself in the market. The primary activities in the value chain include inbound logistics, operations, outbound logistics, marketing and sales and service, while the support activities include procurement, technology development, human resource management and firm infrastructure (Porter, 1985). Within the analysis of the value chain, a firm can look at cost advantage and/or differentiation. In case of the former, Greene King is saving costs on its interrelationships among the various business units. The two breweries, public houses, diners and restaurants, and finally the off-trade selling all have been created around its specific products to minimize chaos among requirements of and supply to these units. For example, Greene Kings Loch Fyne restaurants cater to high-end clients and supply a luxury meal to its clients, for which its two breweries produce Old Speckled H en and other high-end ales while the breweries also produce economy ales for retailing in supermarkets and selling through its pubs. Thus, Greene King has effectively maintained its breweries at two locations only, even when its business continues to expand. ANSOFF GROWTH MATRIX When analyzed from the point of view of Ansoff Growth Matrix, Greene Kings has existing products that the company is offering in both new and existing markets. The existing products are its beer brands that are being offered in the existing markets in the UK through on-trade channels, i.e. more than 750 public houses all over the country and off-trade channels, i.e. retail through supermarkets and other counters. In case of off-trade sales, Greene Kings is number one in terms of market share (Greene King, 2008) and is therefore focussing on consolidation of its share. On the other hand, it is expanding the on-trade sales by way of acquiring pubs. Therefore, in this case it is focussing on penetration. In case of new markets, Greene King is focussing on exporting to more than 30 countries (Greene King, 2008). The focus is on existing competencies and existing products of the company. Development of Existing Logistics Capabilities The above analysis of generic strategies of Greene Kings shows that there is scope in improvement of logistics management for Greene Kings. The large number of pubs and dining places that the group owns and runs makes it imperative for Greene Kings to have an impeccable distribution and logistics system. The group has two breweries based in Bury St. Edmonds and Dunbar. Both supply the different beer brands produced by Greene Kings to their nearly-900 outlets. There is scope for improvement on the following fronts: There is the risk of transport and logistics hazards in terms of transportation of the beer from the brewery to the pubs and other retail outlets. The company is in the process of setting up a disaster-recovery system (Greene King, 2008) but it needs to work on this in detail. Greene Kings outsources certain parts of its supply chain to vendors and there is scope for improvement in the supply-chain, especially when seen as a value-chain system. The relations with suppliers is complex since the public houses that Greene Kings owns and runs also offer products by competitors and rivals, in which case the distribution system has considerable loopholes. There is inadequate risk management mechanism towards internal production and distribution activities and this is one area that needs to be worked on. There has to be provision and management support to provide for a new logistics system. The reports and top management inputs show that the focus of the executive managerial committee is on end sales, specifically the effect of smoking ban on pubs in UK. There has to be better integration between the company and its logistics service providers. STRATEGIC APPROACHES TO LOGISTICS MANAGEMENT The strategic approach of management to logistics is of paramount importance since it adds value to the whole operational process if accomplish efficiently. Logistics has increased in importance from a function of business that was scarcely necessary to a key business function that can lead to significant cost savings and also as a factor that influences customer satisfaction, thereby increasing sales (Grant, Lambert, Stock, Ellram, 2006). Even when business is good for an organization like Greene Kings, organizations have to understand that innovation and constant improvements are a necessity to sustain and grow in the fiercely competitive business world (Black, 2009). Introducing effective strategies and new methods and processes effectively to the work process would further improve quality, reduce time and improve the over-all customer-service, thereby giving the business additional boost. There are several factors that influence the formulation of a business logistics strategy. These are the influence of e-commerce and information technology, competition in the segment and dynamism within the business environment among others. Strategies can only be useful if they are fully understood in the light of the business requirements and shortfalls in existing systems. There are several strategies that may be adopted by Greene Kings either individually or in combination with others to overcome the loopholes and shortfalls in its existing logistics system, as also to introduce newer methods. Just-In-Time and/or Lean Over the years, manufacturing has been introduced with several efficiency-increasing strategies, of which one of the more researched and implemented ones is Lean Manufacturing.   The essential focus of the lean manufacturing process is to maximize the value of the product that is offered by an organization to its customer. This value, in case of the manufacturing industry is obtained through a series of steps and processes that are collectively called the value stream (Womack, 2007). The lean system focuses on this value stream to continuously make the process of manufacturing more efficient that in turn enables the organization to compete on stronger grounds against competitors. The lean manufacturing strategy, often simply called lean was pioneered by Toyota but has been seen to benefit organizations all across the manufacturing industry. A very popular method of implementing an effective lean strategy is the 5S method. The 5 Ss stand for Sort, Set-In-Order, Shine, Standardize and Sustain (Hemmant, August 2007). The 5S method is a continuous process that focuses on waste-reduction and discipline in the workplace. The method encourages order and cleanliness and its sustenance in the workplace, which does not include the manufacturing facility only but the entire organization, including workers and management. The implication of the 5S method is to develop and imbibe a culture where waste and negligence is frowned upon. Sorting implies distinguishing between useful and redundant components and processes and removing the latter. Setting-in-order would mean putting the right thing at the right place. The right place would be one that is easily accessible and prevents waste of time in reaching it when required. This component would also ensure that any components missing or falling short would be identified easily. Shine related to cleanliness and order, while Standardization is taken in the context of the quality levels that must be made routine in the production process. The sustenance of this method is the only way it will bear fruits and thus, this facet has also been included within the steps. JIT too, is based on the essential objective of minimizing waste. However, a little different from lean, JIT requires extensive and efficient communications between the manufacturing processes as well as the entire value-chain set. For example, in order to run a tightly time-bound production and supply system, it is important to have similar and efficient systems established with the suppliers and transporters. Greene Kings has two breweries that cater to the vast production needs of the business that owns and runs more than 750 pubs all over UK, besides exporting its beer to more than 30 countries in the world. Therefore, production at the two breweries has to be a flawless with minimum waste of resources and time. Lean can be used as an effective tool of breaking down the various processes in production and logistics and identifying any redundant processes that may be removed or processes that have scope for improvement. Benchmarking Benchmarking can be a very important tool for Greene Kings since it relies heavily on its distribution network. As has been discussed earlier, with its public houses, the importance of a flawless, daily distribution system becomes of paramount importance to the business. A very unique feature of Greene Kings is that it sells not only its own brands of beer at its public houses but also other brands that create a more complex distribution set-up for the organization. Here, Greene Kings can learn immensely from the logistics systems and strategies in place in other brewers, especially the market leaders. International brewers like Carlsberg focus on logistics strategy heavily and have more effective systems and strategies in place. Gourdin (2001) defines benchmarking as a process for identifying best practices by comparing key performance indicators for a specific activity across organizations and using those performance levels as inputs to corporate goal setting. There are a number of steps that are part of the benchmarking processes and include defining the present performance level for the activity to be benchmarked; determining the level of performance that is desired in the given activity; determining how and what type of improvement is implemented to achieve stated targets, and establishing a process time frame (Gourdin, 2001). Partnerships and Alliances Partnerships and alliances with vendors and suppliers is an emerging concept that is replacing the traditional notion of a professional relationship between suppliers and businesses. Relationship marketing is a term used to define this concept. Relationship marketing means that the time scale involved forming alliances and partnerships is lengthy. Another important ingredient that differentiates relationship marketing from others is the fact that it is based on cooperation. Therefore, the negotiations that form part of other organizational systems of functioning would be replaced by continuous communications that are interactive and aimed at establishing long-term contacts. Greene Kings is a well-established and local business in the UK and has key business functions being performed by vendors and suppliers. Therefore, the benefits of having an established set of suppliers and vendors who understand the unique features and business of Greene Kings in detail would really help in impro ving the efficiency of the business. ISSUES IN IMPLEMETING A NEW LOGISTICS STRATEGY People are at the core of any new strategy and introducing a change in the existing systems has potential for severe people issues. However, these have been and can be tackled effectively by the inclusion of all of the organizations people, from the top management to the ground staff. On one side, top management of the business may be sceptic about overhauling an established system and introducing an entirely new process. In case of Greene Kings, the issue among top management is the absence of attention towards the importance of logistics and other operational systems. On the other hand, a more serious concern could be resistance of subordinate workers and ground staff to a new logistics strategy. However, by keeping the new strategy and its expected benefits open before the whole organization, more support and better acceptance may be achieved. Furthermore, HR issues such as recruitment, selection, strategic training and appraisal, autonomy, flexibility, harmonization and reward system are consideration factors to ensure smooth implementation and transitional change. TECHNOLOGICAL DEVELOPMENTS Technological developments will influence the changes that are implemented in the logistics strategy of Greene Kings and as such, these have to be taken into consideration while formulating one. ERP systems are a technological development that provides feasible avenues for the business to improve efficiency upon. ERP systems are based in Internet technology and as such, enable the business to share informational flow among different departments, business processes and stakeholders efficiently. ERP is a set of business applications on modules, which links various business units of an organisation such as financial, accounting, manufacturing, and human resources into a tightly integrated single system with a common platform for flow of information across the entire business (Baheshti, 2006). For a business like Greene Kings that works across a large geographic area and has several different business units and alliances with stakeholders, a centralized ERP system would improve efficiency and cut cost and time for the business substantially. SUMMARY The above report discussed the position of Greene Kings brewers from the point of view of logistics. It also talked about the brewing industry in the UK, theoretical understanding of logistics and trends in development of strategies that would all be beneficial for Greene Kings. Avenues and strategies that may be used by Greene Kings were discussed, along with problems that are faced in implementing new strategies. Finally, the new trends in the area of logistics was documented. REFERNCES Baheshti, H. M. (2006) what managers should know about ERP/ERPII: Management Research News. Vol. 29(4) [online] available from Accessed on [20/12/2009] Black, John R. (2008): Lean Production: Implementing a World Class System; Industrial Press. British Beer and Pub Association. (2009, 12 08). Government makes five times more money from beer than pub and brewing companies. Retrieved 12 20, 2009, from British Beer and Pub Association: http://www.beerandpub.com/newsList_detail.aspx?newsId=310 Grant, D., Lambert, D., Stock, J., Ellram, L. (2006). Fundamentals of logistics management. Berkshire: McGraw Hill Education. Greene King. (2008). Annual Report. Suffolk: 85Four. Towers, N. S., John, P. (2003). Stock control and supplier relationships at the local pub in a market town: A case study investigation into effective demand management. British Food Journal , 591-691. Womack, James P. (March, 2007): Moving Beyond the Tool Age; IET Manufacturing Engineering (4-5), Institute of Engineering and Technology.

Computerised Approach to Monitoring Production Line

Computerised Approach to Monitoring Production Line AN INTELLIGENT COMPUTER VISION BASED APPROACH TO MONITOR PHARMACEUTICAL PRODUCTION LINE Urooj Arif 1, Faizan Naseem 2      Abstract The idea of An Intelligent Computer Vision Based Approach to Monitor Pharmaceutical Production Line   is introduced by our Group after the events observed by us in different pharmaceutical companies cases studies. Like in Japan there they use laser scanners to scan the objects whether they are filled or empty if empty they are discarded and filled goes to next level of production. But in the economy of Pakistan Pharmaceutical industry is the most growing industry in Pakistan and a lot of companies are stepping in to this sector the basic elements to step in in this industry includes the idea, Research and Development , State of the art facilities for manufacturing and packaging etc. So we decided to work on the factor of manufacturing and packaging sector and to work majorly on production line to make production line intelligent by introducing the Computer Vision Based Intelligent Approach for the Production Line. And this product will be of high usability and applica tions in this industry in coming times specifically in Pakistan may be implemented to other Third world countries as well. Keywords-Image Processing, Artificial Neural Network I. INTRODUCTION The Project is about Object Detection Identification and Comparison using Computer Vision Based Embedded System. And as we know Object detection is the process of finding instances of real-world objects such as faces, Vehicles, and buildings in images or videos. Object detection algorithms typically use extracted features and learning algorithms to recognize instances of an object category. It is commonly used in applications such as image retrieval, security, surveillance, and automated quality control systems. II. LITERATURE REVIEW Pakistan is a very fast and future-oriented pharmaceutical industry. At the time of independence in 1947, was perhaps the pharmaceutical industry. Today Pakistan is about 400 pharmaceutical manufacturing units including those operated by 25 multinationals in the country. 70 per cent of the countrys pharmaceutical industry, meet the demand of finished medicine. The domestic pharmaceutical market is divided almost equally between citizens and multinational companies in exchange.Progressive development of the pharmaceutical industry, especially in the last decade, as shown in years. The industry has invested heavily in recent years to upgrade, and Good Manufacturing Practices (GMP), the majority of the industry in accordance with national and international guidelines. Currently, the industry has the ability to produce a variety of products from simple to sophisticated biotech tablet, and value-added generic oncology compounds. Although Pakistan Pharma health and without access to moder n medicine for almost half the population, fastest growth. It needs a chance, but clearly much more work to be done by governments and economic stakeholders. Sales per capita consumption of less than US $ 10 worth of drugs every year $ 1.4 billion in 2007, and 2012 should be sold in 2012 represents 2.3 B drug prices, Last year, the economy, due to poor economic conditions and suffered a lot of damage from the fight against terrorism. Moreover, the economy, inflation, slow economic growth and seen a significant reduction in the value of major currencies against the rupee. No doubt the Government will take the necessary steps to get out of this terrible situation, but that it is the economy and adaptation to board immediately rejected.Before reviewing the pharmaceutical market, we look at the situation globally. 48%, 28% and the US, the EU and 12% of the value of the global market-based controls for Japan with a share. The remaining 20% of the global pharmaceutical market.The pharmaceutical market style, it is very competitive and challenging. Some 600 pharmaceutical companies in Pakistan. The 386 operating units. Have already mentioned, has a dramatic effect on inflation and devaluation operating margin. Therefore, the challenges for the pharmaceutical industry can be a major cause.When we look ba ck in the pharmaceutical industry, the situation has clearly changed completely. Early nineties it was occupied by the multinational pharmaceutical companies in the industry but there is also a scenario for the past 18 years or so, I was completely changed. 30 386 units of multinational companies operating in drug production. Multinational and national companies in the ratio of 45% and 55%. Increasing share of national companies is an encouraging sign for domestic investors. The annual growth of 11%, US 1.64 $ billion total pharmaceutical market, pharmaceutical industry today with the global development of Pakistan. In the present scenario, more than 80 percent of demand met with national companies.Local while 20 percent are covered by imports. All raw materials are imported from China, India, Europe, North America and other countries. About 20% of the total imports from Switzerland. 2008-09, according to GlaxoSmithKline (GSK) List Data List 11.59% market share and multinationals wi th growth of 8.9%. The national pharmaceutical companies Getz. (Pvt) Ltd has over 70%, with 3.76% market share in the last three years. And a 2.79% market share of the list of national pharmaceutical companies with Getz Pharma, Some multinational companies. Currently, the government of Pakistan to take action drugs, drug manufacturing license of 4 species shall:1. Creating2. Basic manufacturing.3. Half-based manufacturing4. Repackaging The organization of the census of Pakistan (2010), Pakistan has a population of 16.98 million with growth rate of 2.69. Everyday health consciousness also, as well, which can be helpful in increasing per capita expenditure growth in the future.The most successful pharmaceutical companies, existing business and customer trends to maximize profits with a variety of marketing strategies for different types of customers in almost constant new challenges and opportunities. Pharmaceutical companies invest (ROI), to improve their return New communication technologies (digital media) to its traditional ways. III. IMAGE PROCESSING Image processing can be set to produce either a picture or features or parameters that are related to image. Images are processed as a stereo signal, in which the third dimension or Z axis.Image processing refers to a digital image processing. However, an analog and optical image processing is also possible. The pictures are said to achieve imaging. Image closely linked to computer vision and graphics processing. Born as images manually objects, physical models of the atmosphere and light in computer graphics, instead of some imaging devices having a camera on landscapes such as the purchase of the more animated movies . Computer vision contrast is often regarded as a high-level image processing from a machine, or a computer or software will decrypt the contents of the physical layout of the photo or image.Because of the growing importance of technology and scientific concept of the modern science of images that are too wide. Examples include genetic research or real-time multi-asset portfolio microarray data into portfolio management in the financial sector.We also are different factors involved in image processing, can be from one to another can vary include, binary images, color photos (8 bit, 24 bit), Color Quantization, Convolution, Distance Matrics, Dithering, Edge Detectors, Frequency Domain, Gray scale Images, Image Editing Software, Idempotence, Isotrophic Operators, Kernels, Logical Operators, Masking, Non-linear Filtering, Pixels, Primary Colors, Spatial Domain, Structuring Elements, Wrapping and saturation. IV. ARTIFICIAL NEURAL NETWORK A neuron is a nerve cell is the basic building block of the nervous system. A large number of neurons in ways similar to other cells in the human body, but there is a significant difference between neurons and other cells. Neurons are specialized to transmit information throughout the body. This highly specialized nerve cells are responsible for the information in the chemical and electronic forms of communication. Different types of neurons, which are responsible for the different tasks within the body. Sensory neurons carry information from the sensory receptor cells in the body to the brain. Motor neurons transmit information from the brain-body muscle. Neuron body responsible for information and communication between different neurons.Neuron matching neurons and other cells in the body with other cells, both of which are surrounded by a membrane that seals protect the genetic information of other cells of neurons and body are composed of a central can. The bodies of both types of cells in cell mitochondria, Golgi contains, including the organelles and cytoplasm body. Cell LifeCreate unique to neurons, differences, unlike other body cells shortly after birth ceased to reproduce neurons. For this reason, some parts of the brain neurons will die because of the neurons at birth than life, but not the place. Neurons do not reproduce in most areas of the brain, have shown that the formation of new connections between neurons Research.Neurogenesis, or the formation of new nerve cells, about life is found in parts of the brain. Neuron is a membrane that is designed to send information to other cells. dendrites, cell bodies and axons are three main parts of a neuron. However, all neurons vary somewhat in size, shape and characteristics in terms of neuron function and role. Some neurons while others are highly branched, to obtain a large amount of information, there are few dendritic branches. Others may be quite a long while some neurons, short axons. The longest ax ons in the human body is about three feet in length and extends from the underside of the spine to the big toe! Neuron dendrites receive information from sensory receptors or other neurons. This information is then passed on to the cell body and axon. Once this is known as an action potential which travels down an electrical signal, the length of axons in the axons information.Communication between synapses is an electrical pulse has reached the end of a Axon will be transferred once, information about the synaptic gap to the dendrites of neighboring neurons. In some cases, signals about the space between neurons and soon on its way. In other cases, are required to send information from one neuron to the next neurotransmitters. The neurotransmitters cross to reach other neurons and synaptic receptor sites vacuum chemical messengers that are released from the axon terminals. Neurons, neurotransmitters and their receptor binding site in a way known as reuptake are reabsorbed will be u sed again. V. TRAINING AND TEST ING PHASE We have break the our training and testing phase in to the steps that includes Input, Image Filtering, Image Segmentation, object detection, Visual feature, machine learning, trained network, classified output. VI. METHODOLOGY The basic Architecture is human tracking and monitoring are deployed on a visual application tool for testing, which serves as package for human classification and monitoring the trained proceeds and its validation is implemented in MATLAB to build a software system.   Ã‚  Ã‚  Ã‚   i. Image Registration Somebody entrance is the method of transforming to   incompatible sets of aggregation into one nascent system. Collection collects quadruplicate photographs,   information achieve from diverse sensors, present, depths, or viewpoints. individual enrolment old in computer modality method, medical images, biological images   military target recognition   the compiled and analyzed to images and data to collect from camera. Registration is important   to compare or integrate the data to achieve from these different measurements.   Ã‚  Ã‚  Ã‚  Ã‚   ii. ROI Selection Blobs are   supply to a extra statement of individual structures in spatiality of regions, the corners   more point-like. blobs are described to   preferred direction that capital   the more blob detectors are also be regarded in   touch part operators. Blob detectors can sensed areas of   human they to such glassy to be sensed in a carre four of device.   Ã‚  Ã‚  Ã‚  Ã‚   iii. Edges Edges is a line between two individual regions.   Line can be most of concretism, and countenance junctions. Edges are commonly is a sets of points in the mortal which soul a vehement   ratio. The   algorithms gift be constraint sharp circumstantial points together for  Ã‚   consummate description of   provide. These algorithms is   usually guess on the properties of an urgency,i.e mould, smoothness, and close continuance. VII. EXPERIMENTAL RESULTS An experimental setup was established to record the Objects with different angles we have followed the criteria of having a pic from 60 different angles and in this way we have worked out on 10 different tablets. In this way we have hypothesis of 600 images as our repository VIII. CONCLUSION After all the observations and research made on this project we reach to the conclusion that this project is an Intelligent   Computer Vision Based Approach To Monitor Pharmaceutical Production Line. This will be the most beneficial project for the pharmaceutical industry most specifically in Pakistan based economy and will get the benefits like   Smart remote Monitoring, Reliability, Increase Professionalism, Precise Detection, Approx. Zero Chances of Error, Detection   Counting and Data Backup All in one Time and most important no need of human workers in this system that makes this project different from the current standards of the systems that are still be followed in the pharmaceutical industries majorly in Pakistan. VIIII. FUTURE WORK We have achieved this project to this level as this report present but we are still looking to make this system more efficient by adding some more features or modules that we may be able to add with this hardware and can achieve more factors to be intelligent and automated. REFERENCES https://www.scribd.com/document/24495237/A-to-Z-of-Image-Processing-Concepts https://www.scribd.com/document/325872322/Digital-Image-Processing-is-the-Use-of-Computer-Algorithms-to-Perform-Image-Processing-on-Digital-Images https://www.scribd.com/document/266789152/Neural-Network https://www.scribd.com/document/273031421/HYBRID-APPROACH-FOR-SEMANTIC-OBJECT-DETECTION-IN-VIDEO https://www.scribd.com/document/161457953/SWOT-ANALYSIS https://www.scribd.com/document/39266814/Industry-Analysis https://www.scribd.com/document/63877699/Image-Processing

Zora Neale Hurston Essay -- Zora Neale Hurston

  Ã‚  Ã‚  Ã‚  Ã‚  Zora Neale Hurston was a phenomenal woman. At the height of her success she was known as the â€Å"Queen of the Harlem Renaissance.† She came to overcome obstacles that were placed in front of her. Hurston rose from poverty to fame and lost it all at the time of her death. Zora had an unusual life; she was a child that was forced to grow up to fast. But despite Zora Neale Hurston’s unsettled life, she managed to surmount every obstacle to become one of the most profound authors of the century.   Ã‚  Ã‚  Ã‚  Ã‚  Zora Neale Hurston was born January 7, 1891 in Eatonville, Florida, the fifth of eight children to Reverend John Hurston and Lucy Potts Hurston. Zora was extraordinary person. When her mother died she was able to stay strong. Her father, didn’t have enough love in his heart to hold on to his daughter, she was casted out of the house by her estranged father; in addition, to being neglected Hurston, dealt with the periodic moving, against society expectations Hurston survived her harsh childhood.   Ã‚  Ã‚  Ã‚  Ã‚  At the age of thirteen, Zora Neal Hurston’s life came to a halt. The woman who she would look to for understanding, support, protection and encouragement, her mother, died. From that point she had no direction in her life. She started writing just to keep herself from emotional and physical loneness. Hurston was devastated by the death of her mother (Howard 3). After the death of Zora’s mother, Hurston was sent to Jacksonville to go to school. Two months after school started Zora received news that her father had remarried. Zora’s father was never close to her, nevertheless she would come to respect and admire him. In her eyes, Hurston saw her father as a remarkable man who had beaten tough odds to make something of himself. Zora was never to return home from school; unfortunately she didn’t have a choice, since the school would not adopt her, as her father wanted them to. â€Å"Without Lucy Hurston to spur him on, he seemed content with what he had already accomplished, not only unwilling to assume new responsibilities but eager to lighten the load† (Witcover 35). With the little interest that the new Ms. Hurston took in the ambition of her husband or his children Zora Neale Hurston left home never to return. Zora found herself being passed from relative to relative. For the first time ... ...erstandings, about marriage and life and life’s possibilities, about selfhood and ultimately nationhood (Howard 6).   Ã‚  Ã‚  Ã‚  Ã‚  Between 1934 and 1948 Zora Neale Hurston published seven books. Two Folklore Mules and Men and Tell my Horse, four novels Jonah’s Gourd Vine, Moses, Man, of the Mountain, Their Eyes Were Watching God, Seraph on the Suwanee, Dust Tracks on a Road was her autobiography (Witcover 114). Of all the books that were written by Zora Neale Hurston Their Eyes Were Watching God was by far the most famous of her masterpieces. Today it stands as one of the most important pieces of fiction writing by a black woman. Zora was eccentric; she walks brightly among us today as a heroin (Howard 98-99).   Ã‚  Ã‚  Ã‚  Ã‚  Zora Neale Hurston was an outstanding woman. Although she had to struggle, Hurston was a hard working young lady that was determined to make it in life. Zora was able to finished high school and attend college. Zora also became a famous writer who wrote and published many plays and books throughout her career. Zora gained fame and lost it all at the time of her death. She was a remarkable woman who will never be forgotten.

William Shakespeare Biography :: essays research papers

William Shakespeare was born to John Shakespeare and mother Mary Arden approximately in late April 1564 in Stratford -upon-Avon. His father was a prominent and prosperous alderman and later became a leather merchant. In William’s family there was at least 8 children, including him being the 3rd and eldest son. There is no solid proof as to which school Shakespeare attended, but there is an assumption it was at Stratford. The school was competitive and had a good reputation, which would explain Shakespeare’s proficiency in Greek and Latin. William did not go to college, which prompts some people to say that Shakespeare did not write his own work. (Hieatt.2) In November 1582 he married Anne Hathaway, who was 8 years older. Shortly after, their daughter Susan was born in May 26,1583. The couple later had twins, Hamnet and Judith, who were born on February 2, 1585. Hamnet, later died at the age of eleven and William then disappeared from the records for about seven years, until 1588 when he arrived in London to establish himself as an actor and playwrighter. A few years later he joined up with one of the most successful acting troupes in London: The Lord Chamberlain’s Men. He then went on to build his own theater across from the old one. Shakespeare entertained the king and the people for another 10 years until June 19,1613 when a cannon fired from the roof of the theater and burned it to the ground. He then invested in the rebuilding of the new theater. After this successful event he then retired from the stage in 1597, but continued to write until his death in 1616 on the day of his 52nd birthday. On average Shakespeare would write about 3 plays a year for his company along. He was A playwright, an actor, and part owner. Shakespeare was also a principle writer of a famous company of actors know as the King’s Men. In his time Shakespeare wrote 13 comedies, 13 historical plays, 6 tragedies, 4 tragicomedies, as well 154 sonnets. He is most noted for his achievements in highly original tragedies. Shakespeare was quite wealthy in his day, considering he left 300 pounds (120,000) to his daughter when he past away. (Fraser.22) Western Civilization still does embrace the works of William Shakespeare. Shakespeare is the only playwrighter from his ere whose plays are still being performed today. His influences are still seen today with adaptations of his plays such as: â€Å"Romeo and Juliet†, â€Å"Hamet† and â€Å"Titus†.

Religion in Society Essay -- Essays Papers

Religion in Society Miriam, Deborah and Huldah all are names of prophets from the Bible; they also all happen to be women. There are even two books in the Bible about women, Esther and Ruth. Psalm 68:11 reads, "The Lord gives the command; the women who proclaim the good tidings are a great host." With all of this support for women, why are they treated as the inferior sex in the church? The article, â€Å"Women and Gender; Reading the Bible through the Eyes of Women,† states that it is â€Å"crucial that women have the same opportunities and freedom of expression as men in the Church, so that the entire community may benefit from their contribution.† However, many churches do not allow women to play a role in the services, and most do not allow there to be a woman priest or pastor. Lori Beamen points out that fact that, â€Å"Although women frequently do the same work as men, they are denied the authority that accompanies those tasks when performed by men.† Statistics even show that 69.9% of women attend church more often than once a year opposed to 58.2% of men. So how can women put in so much time and do all of this work, and still be denied authority? Even though there are instances in the Bible that support women, many people use the Bible to limit women’s roles in the church and to show women are inferior in general. Some feel that since Adam was created first, and it was Eve who was responsible for the eating of the fruit, men are superior. However, the Women and Gender article notes that â€Å"When God told Adam and Eve to be fruitful and multiply, He did not talk to Adam alone. He addressed the two of them together as two equals, to whom He gave a common task. And that is exactly what partners are: two people who are equ... ...r verse. Paul writes in Galatians 3: 28-29, â€Å"There is neither Jew nor Greek, slave nor free, male nor female, for you are all one in Christ Jesus. If you belong to Christ, then you are Abraham’s seed, and heirs according to the promise.† The role of women was enhanced by Christianity and faith in Christ transcends differences and makes all believers one in Christ. Nobody is more superior than the other and if we all remember that, the better the church will function as a whole, no matter if the teachers are male or female. Bibliography African Church Information Service (2003, December 1). â€Å"Women and Gender; Reading the Bible through the Eyes of Women.† AllAfrica, Inc. Beamen, Lori. Introduction. (2004) Sociology of Religion. Wallace, Ruth A. â€Å"The Social Construction of a New Leadership Role: Catholic Women Pastors.† Sociology of Religion, p. 136.

Integrated design: Electric lawn mower Essay

INTRODUCTION Quality must be part of the design of a product not something that has to be based from an inspection done after the design. Quality means satisfying the requirements and needs of the customer. The focus of quality is to identify the customer requirements and to translate this into design constraints. QFD also takes into account what are the limits of hardware design based on existing or available resource or technology. All these requirements must be satisfied in order to produce a quality design. STATEMENT OF THE PROBLEM The purpose of this document is to apply the Quality Function Deployment (QFD) into the planning stage of a lawn mower design. This document seeks to answer the extension lead requirements of a lawn mower. The end result is the design concept of how to implement the lawn mower extension lead based on customer requirements and hardware constraints. DESIGN Identification of Requirements Using the data provided, the following customer and hardware requirements are generated. The design will then focus on satisfying these requirements. The customer requirements are the following: †¢ Electric Lawn Mower – Powered electrical energy instead of combustible fuel such as gasoline. †¢ Variable Length Flexible Lead – Since the size of the household that will use the electric lawn mower is variable, there is no definite fixed length of the flexible lead. The hardware constraints: †¢ The use of extension lead would render the to overcome the lack of length fixed mower lead the suppressor and earth breaker will not work efficiently, causing the disruption of power to the mower. Design Analysis The initial main requirement of the design is to make an electric lawn mower. One of the main obstacles of the design is the variable length flexible lead. The hardware requirement of inefficiency in the suppressor and earth breaker when using extension lead makes the extension lead not an option anymore. This leads into two possible solutions. 1. Use of the longest possible customer length requirement, to satisfy all needs. 2. Use of re-chargeable battery to remove the constraints of the need for variable length flexible lead to power the electric lawn mower. The length can be fixed just enough for charging the batteries. Analyzing the first requirement, to satisfy all the length requirements of flexible lead using the longest possible lead requirement seems to be the most cost effective solution. The problem is, this would also mean that the lawn mower will have to carry the weight added by the lengthy flexible lead. And to satisfy all requirements, this means that the flexible lead had to be considerable long. Considering the current requirements of a lawn mower, the flexible lead had to be relatively larger than average home extension wires. Just imagine how much weight this would produce. Therefore as a designer, this is not a good option. Analyzing the second requirement, which is now the remaining solution, we should be able to contrast the negative effects with the negative effects of the first solution. This therefore boils down to the weight issue. The lawn mower requires a considerable amount of power to run, therefore the battery has to be able to sustain sufficient operating time. The most viable battery would still be the lead-acid, otherwise it would be very effective, one standard automotive battery would surely not be enough. Looking at the power requirements, this should be calculated in detail based on the power requirements of the lawn mower. Since the power requirement of the lawn mower is not yet available at this level of conceptual design, we can make some estimate. Assuming the lawn mower consumes 3000 Watts of power, more than double for the average vacuum cleaner. Two hours of lawn mower operation is probably sufficient for as long as it can be recharge. At 12 V Lead-Acid battery, and 2 two-hours of operation would required the following ampere-hour requirements. Japanese standard car batteries could deliver up to 150*Ah, thus we can calculate the number of batteries So we need roughly four batteries. The weight of four batteries is still acceptable therefore this is a better solution compared to having the longest possible flexible lead. CONCLUSION The final solution presented based on QFD analysis of customer requirements yielded with a battery packed electric lawn mower. The battery is able to solve the flex lead requirement by just fixing the length to a relatively short distance enough for re-charging.

Out Out Poem’s Analysis Essay

Through the use of metaphoric presentations, Frost was able to describe the causes and the facts behind the truth of child labor. It could be observed that the discussion of the boy’s feeling towards the situation that he faces. To be able to end the dilemma that he has been involved with, he tried to cut himself. However, freeing himself was something that caused further problems for him, and worse is his death. This notes of the possibility that young individuals involved in child labor usually feel uneasy and are not having the fine time of their lives. The disgust that they particularly feel about the situation that they are in has been noted through the description of the natural reactions with regards the certain changes of climate. The climate particularly describes the actual emotional intensity of the situation. On the other hand, the issue of the poem may also refer to the different beauties of human living that is dealing with the challenges of life as it is. Challenge and hardships are described as the major part of human living. Without them, life would not be as fascinating as it may seem. In this particular view, the boy’s death could be observed to have been involved in the description of what giving up may have cause many others who decided to simply quit fighting for a better life. Those people are the ones who are less able to see the importance of challenges in actually assisting them in their growth towards individual involvement. The interpretation of the poem actually depends on the idea of the readers themselves and their view upon life. The author’s point in completing the poem has actually been based from the sensitivity that he feels towards nature and the way it relates to actual human living.