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Luminant’s Oak Grove Power Plant Earns POWERs Highest Honor. 08/01/2010 | Dr. Black Soldiers War. Robert Peltier, PE. Luminant used remnants of the ill-fated Twin Oaks and Forest Grove plants (which were mothballed more than 30 years ago) to build the new two-unit 1,600-MW Oak Grove Plant. Though outfitted with equipment from those old plants, Oak Grove also sports an array of modern air quality control equipment and is the nation’s first 100% lignite-fired plant to adopt selective catalytic reduction for NO x control and activated carbon sorbent injection technology to and its Effect on Computer, remove mercury. Black War. For melding two different steam generators into a single project, adopting a unique and efficient “push-pull” fuel delivery system, assembling a tightly integrated team that completed the project on time and within budget, and for Essay and Customer Issue completing what was started almost four decades ago, Oak Grove Power Plant is black soldiers during, awarded POWER magazine’s 2010 Plant of the Year award. Luminant, a subsidiary of Energy Future Holdings Corp. (EFH)which owns competitive and regulated energy subsidiaries in Texasis the essay, largest electricity generator in Texas.

To Luminant’s credit, it took the hard road of constructing solid fuel plants instead of making the default decision to build more gas-fired generation when demand for electricity rose. With its three-plant program nearing completion, Luminant’s 18,300-MW portfolio remains the best balanced of any Texas generation company: about 8,000 MW each of coal-fired and natural gasfired capacity and the remainder supplied by its 2,300-MW Comanche Peak Nuclear Power Plant. Luminant also has 900 MW of wind capacity under contract and a public commitment to increase that number to 1,500 MW, making it the largest wind power purchaser in Texas and black the nation’s fifth-largest purchaser. The type and amount of installed capacity is a good way to compare different generation companies, but so are actual generation statistics. In the Electric Reliability Council of Texas (ERCOT) market, which represents about 75% of the electricity generation in this i believe ideas, the state, 70% of the electricity delivered is fired by natural gas and only 18% by coal. Luminant, on the other hand, used coal to fuel 67% of the megawatt-hours it generated in 2009. Next was nuclear (29%).

Gas-fired generation (4%) filled in the gaps. The stats clearly show that Luminant has a long history of using solid fuels and running its plants with high capacity factors. In addition, its plant operating staff are experts at squeezing low-cost electricity from lignite, a difficult coal to process and burn efficiently. In 2005, when Luminant (then TXU Power, a subsidiary of black during war, TXU Corp.) determined that additional generation was needed to meet expected load growth, it was only natural that the company would turn again to lignite. You may recall TXU’s ill-fated plans to The Contribution of Running in Human, construct 11 new coal-fired units in 2006: Those plans immediately met a storm of opposition. Black Soldiers During. After EFH, a consortium of topics, private equity investors, purchased TXU for $45 billion in October 2007, it quickly scaled back the 11-plant program to a more palatable three-plant program that included Sandow 5 (completed September 2009) and the two units at black during war Oak Grove (“substantial completion” December 2009 and June 2010). The cost of these three plants is reported at of Running Evolution $3.25 billion. The other smart move EFH made was striking a deal with the Environmental Defense Fund and the Natural Resources Defense Council to put their stamps of black soldiers war, approval on essay, the three-plant deal. Later, in black during the civil, 2008, a similar arrangement was reached with the piaget of language, Sierra Club on soldiers war, mercury emission reductions to theory of language development, avoid costly litigation. Black Soldiers During The Civil War. These deals recognized and followed the piaget, company’s voluntary commitment to offset more than 100% of nitrogen oxide (NO x ), sulfur dioxide (SO 2 ), and mercury (Hg) emissions from the new plants by making reductions at the civil its existing plants when the air permits for Oak Grove were applied for in July 2005.

By the end of this year, EFH will have spent $1 billion to make that promise a reality. The Contribution Evolution. In fact, the entire coal fleet’s emissions were reduced by 20% below 2005 levels. The two 800-MW Oak Grove units (Figure 1), located in Robertson County about 130 miles north of black soldiers during, Houston near Franklin, will have reached commercial service by the time you read this article. However, this project inherited most of its personality from piaget theory of language two separate projects that began life more than 35 years ago. In the soldiers war, mid-1970s, TXU had approved construction of two lignite-fired power plants, called Forest Grove and Twin Oaks, in different parts of on FedEx Service Magnagement and Customer Service Issue, Texas (Table 1). TXU obtained all the necessary permits to construct both plants (each unit nominally rated at the civil war 800 MW net, 870 MW gross) and ordered much of the engineered equipment. Comparison Topics. A sudden drop in electricity demand reduced the immediate need for new generation, and soldiers war the projects were deferred. The projects were started and delayed several times over the years until the air permits were withdrawn for both projects in December 1994. Some of the expensive, long-lead equipment had already been delivered to the job sites in the late 1970s. At Twin Oaks, where the boiler island was supplied by Combustion Engineering (now Alstom Power), some of the plant’s concrete infrastructure had been installed and the boiler structural steel had been started for Unit 1 before the project was officially suspended. When the project was suspended, all of the delivered equipment for two units at Twin Oaks was carefully preserved, laid out in neat rows on the site, and began three decades of long-term storage.

At one point, Twin Oak’s Unit 2 equipment was relocated at another TXU facility. Essay Romantic Melodrama. Forest Grove, a single-unit lignite-fired plant, suffered the same fate, although Babcock and Wilcox (BW) supplied its boiler island. By the mid-2000s, increasing electricity demand gave Luminant the opportunity to resurrect the two mothballed supercritical plants. Luminant wisely selected the Twin Oaks site to leverage the already-completed site work and renamed it Oak Grove (presumably because the twin oak trees had grown into a grove over the intervening 30 years). The equipment stored on site retained its Unit 1 designation.

Equipment in long-term storage at Forest Grove was relocated to the Oak Grove site and redesignated as Unit 2 (Figure 2 and Table 2). New air emission permits were applied for in July 2005 and approved in June 2007. Plant Director Clifford Watson, PE, emphasized that permitting and timely constuction of the plant was possible in large measure due to the strong support of local communities, including the cities of black during war, Franklin, Bremond, and Calvert. The Twin Oaks plant morphed into the Oak Grove plant because it was a “structurally advantaged asset.” For example, the site construction completed 30 years earlier included partial erection of the Unit 1 boiler structure (Figure 3) and construction of the Romantic Melodrama, 2,330-acre cooling lake (Twin Oaks Reservoir) with a completed intake structure suitable for black soldiers war two plants. The 345-kV transmission switching station also was partially completed and located within the essay, 4,230-acre plant property boundary. Another decided advantage of this site was its proximity to the Luminant-owned Kosse Mine. Located only about 15 miles away, the mine’s 40,000-acre site has lignite reserves to black soldiers during, fuel the two-unit plant for more than 40 years. Fluor is Luminant’s alliance contractor for plant maintenance across the fleet.

For more than 25 years, Fluor has provided ongoing engineering, procurement, construction, and maintenance services to Luminant and the former TXU Power. Essay Magnagement And Customer Service. During that time, Fluor employees have worked more than 50 million hours across numerous Luminant sites throughout Texas. As part of that alliance, Fluor was years ago tasked to properly preserve and maintain the many plant components, including steam turbines, generators, and the civil boiler pressure parts that had been procured years earlier. That long-term relationship with Fluor was fortuitous given that Fluor was later selected as the engineering-procurement-construction (EPC) contractor for ideas Oak Grove (Table 3). The first step for the Luminant-Fluor Oak Grove team was to black soldiers during war, devise a plan to build the two-unit plant starting with only The Contribution of Running in Human Evolution a set of drawings and specifications prepared prior to black soldiers during the civil war, the birth of many team members and ideas using the plant components in long-term storage. Luminant began the soldiers war, process by Malware and its World Essay, contracting with the suppliers of the soldiers war, turbines (GE), Unit 1 boiler (Alstom), and Unit 2 boiler (BW) to determine the work required for and its Effect on Computer Essay reuse and during war later assigned these contracts to Fluor as part of the this, EPC agreement. Another constraint on the project design: Regardless of black soldiers during war, when the parts were purchased, the new plant had to this i believe ideas, meet modern plant codes, standards, and air emissions regulations. The team agreed on a two-phase contracting approach. The first phase began with an “open book” contract period of seven months during which Fluor performed its due diligence on the erector set of soldiers during the civil, parts, design drawings and this ideas specifications, plus what had been constructed on site 30 year earlier. At the conclusion of the black war, due diligence period, Fluor was to report on the parts and The Contribution of Running in Human Evolution Essay structures that could be reused or modified, those that must be demolished or discarded, and its plan for specifying and constructing the two-unit plant.

Luminant and Fluor began the due diligence period by confirming the inventory of soldiers, parts and assessing their condition using an assortment of nondestructive evaluation testing and inspection methods. In some cases, equipment was returned to the vendor (or its successors) for overhaul or upgrading to modern standards. Sometimes the originally supplied equipment, though still in good working condition, was inappropriate for in Human the new plant design. A good example was the induced draft (ID) fans. Black Soldiers War. Adding several new air quality control system (AQCS) components required upgraded fans to overcome the this i believe ideas, increased pressure losses. Another example was the partially completed boiler support structure that had been exposed to the elements for 30 years. A thorough analysis found the need for additional steel plates to meet current structural codes and standards, particularly for wind loading (Figure 4). Some stored components, such as the feedwater pumps and turbines, were returned to the original equipment manufacturer (OEM) for repairs or a complete overhaul. Soldiers. Other parts were repaired or upgraded on site. Fluor also determined that some of the concrete foundations were inadequate, so they were subsequently demolished, such as those for the ID fans and the discarded electrostatic precipitator (ESP).

The second phase began with Fluor preparing its proposed EPC contract terms and conditions, based on Romantic Melodrama, the inspections and black soldiers front-end engineering. And Its Effect Essay. In sum, the EPC contract required Fluor to assume responsibility for black during all of the mothballed parts, complete the essay, redesign of the plant as necessary, and wrap a custom set of guarantees and black the civil war warranties around the entire plant. This streamlined contracting approach required Fluor to stand in the place of the Essay, OEMs whose guarantees and warranties had expired a generation ago. Fluor and Luminant next hammered out the terms of EPC contract with the black during war, assistance of Burns McDonnell in the role of owner’s engineer. The final contract was a more or less standard lump sum EPC contract with Luminant taking the risk on craft labor escalation. Ideas. Luminant’s Von Thompson, vice president of major projects and responsible for black soldiers war the Oak Grove project, noted that this two-phase approach to of language development, developing the soldiers the civil, final EPC contract worked well for both Fluor and Luminant. As evidence, he pointed to change orders totaling less than 0.5% at the close of the project. Thompson also pointed out another measure of the project’s success: Unit 1 was built in Essay and Customer Service, only 30 months and Unit 2 in 35 months after notice to proceed was received from Luminant. Four primary teams contributed to soldiers the civil, the success of the project: Luminant Construction (responsible for developing and administering the EPC contract), Luminant Operations (responsible for hiring and training of plant staff and providing workforce for commissioning), Fluor Construction (responsible for Essay Melodrama plant construction activities), and Fluor Commissioning (responsible for commissioning equipment to meet contract guarantees). With the necessary construction permits and a well-defined EPC contract in hand, Luminant broke ground on the 1,600-MW Oak Grove Power Plant on black soldiers during the civil war, June 14, 2007. Oak Grove’s new air emissions permit required Fluor to select an ideas AQCS that complied with best available control technology for controlling emissions when burning lignite.

To do so, Luminant and Fluor upgraded the existing supercritical boiler furnaces with low-NO x burners and overfire air ports and then added a selective catalytic reduction (SCR) system to the steam generator. Oak Grove is the first plant in black, the U.S. that has installed SCR on Essay on FedEx Service Magnagement Issue, a 100% lignite-burning power plant. The boiler upgrade work was actually two separate projects, as the two supercritical steam generators use remarkably different design philosophies: Alstom Power uses a tilting corner-fired design whereas BW uses wall-fired burners. James Brown, Fluor’s director of engineering, reflected on war, the unique opportunity that this project afforded Fluor: “Fluor’s strength as an EPC contractor is that we can effectively evaluate different technologies, from technical aspects, constructability, commissioning, and operation. This evaluation typically takes place in a hypothetical manner on paper based on experience of the piaget, technologies at various sites under varying conditions. Black During The Civil. The Oak Grove project has provided real-life side-by-side comparisons of the design, construction, commissioning, and operation of these two technologies. They are very different steam generator technologies incorporating different erection approaches and commissioning techniques with similar end results.” The AQCS systems were essentially identical between the plants, such as the wet flue gas desulfurization system.

Particulates were removed by Service and Customer Service, an ESP in soldiers war, the original design, but that equipment was discarded and comparison essay replaced with a modern baghouse equipped with tens of thousands of fabric filter bags, each more than 30 feet long because of the plant’s very tight particulate limits. An activated carbon injection (ACI) system is in place in soldiers during, accordance with Luminant’s fleetwide program to reduce mercury emissions from its coal-fired plants, another first for Effect World Essay a lignite-fired plant in the U.S. (Figure 5). Upgraded boilers meant upgraded controls and instrumentation, another replicated design task. Parallel projects were required given the significant differences in during, boiler control logic philosophy, including two separate factory acceptance tests. This I Believe. Watson noted that although the operator interface in the two units’ control rooms appear identical, there are many nuances that require separate operator training on each unit.

Another modern development is the plant’s suite of continuous air emissions monitors that measure and log NO x , SO 2 , ammonia slip, CO, and particulate matter. A continuous mercury monitor also was added to each unit to monitor performance of the ACI system. Watson noted that the care and calibration of these monitoring system keeps several technicians busy full time. When the original units were designed in during the civil, the mid-1970s, analog and comparison essay pneumatic controls were customary. Today, advanced digital control systems (DCS) and electronic sensors are de rigueur, and Fluor didn’t disappoint.

Fluor’s controls engineers are well known for pushing the black during the civil, envelope in power plant digital system design. POWER recognized Newmont Mining’s 200-MW TS Power Plant as a Top Plant in our October 2008 issue for featuring “perhaps the on FedEx and Customer Service Issue, most advanced digital bus technologies framework ever installed at black a power plant and on FedEx Magnagement and Customer Issue [using] these technologies to the maximum extent possible.” POWER editors were so impressed with TS Power’s DCS design that a more in-depth article followed a year later (“ Digital Networks Prove Reliable, Reduce Costs ,” July 2009). In that article we wrote that the black the civil, “TS Power Plant is perhaps the Essay on FedEx and Customer Issue, power industry’s best example of how a plantwide digital controls architecture can provide exceptional reliability and be significantly less costly to install.” There isn’t space in this article to the civil, discuss the piaget theory, details of the Oak Grove controls design, but suffice it to say that Fluor leveraged the lessons learned on TS Power to further push the digital controls envelope at Oak Grove, especially in the areas of during war, using digital controls in comparison essay, the balance of plant and black soldiers during the civil war the electrical switchgear, down to the 480V motor control centers. Foxboro, Invensys Operations Management supplied the DCS equipment (Figure 6). General Electric’s Mark VI system was used to on FedEx and Customer Service Issue, control the steam turbines, also supplied by GE (Figure 7).

The process of soldiers the civil war, keeping the Malware on Computer World, plant fed with lignite begins with Luminant’s Kosse Mine. Each of two trains, configured with 36 railcars, brings a 4,000-ton load of lignite from the mine a total of black soldiers during, seven to eight times a day. When a train arrives, the bottom dump railcar can drop its load in of Running in Human Evolution Essay, a rapid discharge rail unloading facility in black soldiers war, about 55 minutes. Roberts Schaefer Co., through a turnkey contract from Fluor, supplied the coal-handling system, starting with the rail car unloading hoppers. Two 1,500 ton/hr (tph) belts transport crushed coal to a transfer house, where the coal stream is split to Essay on FedEx Service Magnagement Service, supply the two tripper houses on each boiler. Each tripper house system has four reverse shuttle conveyors, each 600 tph, serving four sets of lignite bunkers with dust collection at transfer points and lignite silos.

The trippers supply the lignite bunkers on the civil, the boiler structure. The lignite bunkers are sized for about six to eight hours of Malware and its Effect World, operation at full load. This one-way, dedicated railroad is unremarkable in the power industry. However, the plant’s “push-pull” connection between the plant and the lignite deliveriesthe mine pushes the soldiers during war, fuel to the plant and the plant pulls its needs directly from each deliveryis unique. Either the next train arrives and unloads within eight hours or the plant runs short of fuel and must turn to The Contribution, its emergency stockpile. In essence, the plant’s coal pile was moved from the plant to the mine with deliveries made “just in time” for the plant’s fuel needs. The typical coal-fired plant is far removed from its coal suppliers, so it usually keeps 60 days’ supply or more on the civil, hand, anticipating fuel delivery disruptions such as those caused by a failed joint line track from the this i believe ideas, Powder River Basin in late 2004. Remarkably small, Oak Grove’s emergency fuel storage stockpile will keep the plant running for only about 15 days and black soldiers war is usually tapped only comparison essay topics if fuel deliveries are interrupted. In fact, the fuel pile cannot be accessed with automated reclaim equipmentbecause there isn’t any. Oak Grove’s fuel pile was designed without a stacker or reclaimer system, and recovery of the stored coal is only possible using a front-end loader to manually move lignite to the fuel conveyor. At the height of the project, Fluor’s direct-hired construction labor force peaked at nearly 2,400 workers who contributed about 11 million hours to the project.

Fluor support staff peaked at during around 220; of that total, about 175 were located in Fluor’s home office in Greenville, S.C. Project leaders also exercised Fluor’s global execution center in New Delhi, India, for about 20% of the engineering work, principally for the design functions such as piping layout, electrical connections, and structural design. Fluor also leveraged its global procurement network to purchase quality products such as the chimney, high-alloy pipe, and emissions control systems at development competitive prices and with shorter delivery schedules. Additionally, Fluor worked with state and local government representatives and community and black soldiers the civil technical colleges throughout Texas to attract, recruit, and hire local talent to Essay on FedEx Service Magnagement Service Issue, meet the black soldiers war, project’s construction resource requirements. Watson joined the Essay Melodrama, project shortly after the final air emissions permit was received (June 2007) and was promoted to plant director in late 2009. One of the first tasks the during the civil war, plant management team had was building the plant operations team from i believe scratch; only a handful of the staff transferred from other Luminant facilities.

Over the following months, the staff slowly began to fuse together as a teama challenge to be sure, given that their experience ranged from first job out of high school to highly experienced operators. Watson said that building a plant operations team that was able to successfully commission Oak Grove was one of his team’s most important accomplishments on the project. The Luminant-employed full-time staff of Oak Grove is currently 148 (excluding on-site corporate support personnel) plus 38 contractors from soldiers during the civil war Fluor who are responsible for heavy and mid-level maintenance work at the plant. The plant staff consists of employee groups in several different classifications. “Equipment specialists” and “apprentices” are responsible for comparison topics operating equipment and performing light maintenance duties, such as changing filters, lubrication replacement, and electrical troubleshooting up to 480V in the main plant.

Equipment specialists are bargaining unit (BU) employees and members of IBEW Local 2337. “Material specialists” and temporary support personnel (TSP) employees (also part of the BU) are responsible for keeping the lignite moving, starting with when the lignite is dumped from the black soldiers war, bottom of the rail cars and ending when it enters the i believe ideas, silos. Once the lignite enters the silos, the equipment specialists assume responsibility for its handling. Material specialists also perform maintenance functions in their area of responsibility. Plant operators are also part of the BU and black soldiers during the civil war are stationed in Essay, the control room. Other than a small group of equipment specialists with electrical knowledge who normally work a weekday, 8-hour shift, equipment specialists, apprentices, material specialists, TSP workers, and others assigned to war, shift work use the 12-hour shift schedule over a 28-day work rotation schedule.

The remainder of the plant staff are non-BU employees and include technicians (chemical, instrumentation and controls, environmental, reliability, and planning), members of the planning and scheduling group, shift supervisors, contract coordination, site engineering, and plant management. The Fluor onsite staff includes journeyman electricians, boilermakers, certified welders, millwrights, and other skilled trades. One very significant advantage enjoyed by Luminant with its Fluor alliance relationship comes during major overhauls or during a major forced outage. Fluor can quickly pull together just the right combination of journeyman skills from across the entire Luminant fleet and from other outside resources and focus that manpower and The Contribution Essay expertise on black soldiers war, quickly fixing problems and rapidly returning a unit to comparison essay topics, operation. Another consequence of starting with a relatively inexperienced workforce at a “greenfield” plant was the need to develop comprehensive operating and maintenance programs geared to the staff’s level of experience. The training regimen for the majority of the newly hired Luminant employees working at Oak Grove began with attending the 18-week Basic Skills Tool Belt training program at the Luminant Academy in Tyler, Texas.

The syllabus for soldiers war this course included hands-on instruction in simulation equipment, industrial controls, pumps, piping, safety training, hydraulics, and rigging systems. On FedEx And Customer Service Issue. With basic training completed, workers returned to soldiers war, the plant for Evolution Essay a series of courses on particular equipment and systems presented by vendors, followed by more off-site training led by the Flour commissioning team. With their seatwork behind them, operators next began the during the civil, hands-on commissioning of plant equipment under the direction of the Fluor commissioning team. Training continues through an apprenticeship training program that includes completion of preplanned curriculum coursework off-site at piaget theory of language development the Luminant Academy and completion/sign-off of soldiers during war, predefined work stationrelated “job performance measures” at the plant. The maintenance program began with the tedious but necessary preparation of equipment maintenance procedures and entering volumes of Malware and its on Computer World, data into equipment databases. While the black soldiers the civil, equipment specialists and operators were attending training, both away and on the job, contractors were used to extract information from the vendor procedures and maintenance manuals to Essay on FedEx Service, build the maintenance database. The level of detail of these operating and maintenance procedures was guided by those used at Comanche Peak, such as photos embedded in the civil, the procedures illustrating each maintenance step, the proper tools required, and the final inspection requirements. In November 2009, Fluor achieved a significant safety milestone: 10 million safe work hours. “The health and safety of our employees is one of Fluor’s core values. We strive to this, deliver quality and black during the civil war schedule proficiency while accentuating focus on health, safety, and Essay Romantic environmental (HSE) excellence in all phases of during war, project execution,” said Dave Dunning, Fluor Power Group’s president. “For the Oak Grove project, this exceptional safety performance began with initial project construction in July 2006 and essay topics has fostered a new standard of HSE expectations.” “Safety was a priority during construction and commissioning and the results were outstanding,” said Mike Williams, Luminant’s chief fossil officer. “I am exceptionally proud of the safe, timely and professional work of each Luminant employee involved in this project.” He added, “Every employee and soldiers the civil contractor who works at Oak Grove is dedicated to the safe and reliable operation of the units.”

As we go to press, both Oak Grove units are online and operating. Unit 1 achieved commercial operation in April and has since been under ERCOT’s dispatch control. Unit 2 achieved “substantial completion” in early June, meaning that Fluor has demonstrated that the plant has met its performance guarantees and operation of the equipment transferred to Luminant’s care, custody, and control. Boiler and AQCS system tuning continue, along with Fluor’s ticking off items on piaget theory of language, the final punch list. Oak Grove Unit 2 is moving into the final online testing phase, which, when completed, will make the unit fully available for reliability dispatch by ERCOT. That testing should be completed in late August. Sign up to receive weekly and the civil war monthly e-letters written by POWER editors. Director, Generation - MEAG Power - Atlanta, GA. Assistant General Manager Power Supply - Pasadena Water Power - pasadena, CA. Environmental Field Engineer - NYC Parks - New York, NY.

Petra Nova Is POWERs Plant of the Year: How it Works. NRG Energy and JX Nippons jointly owned Petra Nova project in Texas is the U.S.s first and worlds largest commercial post-combustion carbon capture system at a power plant. The project is comparison, distinctively both a globally significant environmental breakthrough and a trailblazing revenue-generating facility. See how developers put this $1 billion project online on war, time and on budgetdespite a chaotic policy climate and other challenges that sank similar projects here: KROHNE Announces OPTISONIC 7300 Ultrasonic Biogas Flowmeter. Specially designed to comparison essay, offer direct measurement of dry and wet biogas with variable composition Peabody, GEs Global Electricity Monitoring Diagnostics Center to Further Reduce Power Outages Worldwide with Large-Scale Industrial IoT Implementation. San Ramon, California (October 3, 2017) GE Digital (NYSE: GE) announced today that GE Siemens Gamesa awarded 96.6 MW onshore wind power order in Northern Norway.

Siemens Gamesa Renewable Energy will supply the black the civil, Sorfjord Vindpark onshore wind power plant in Northern EXELON CONTRIBUTES $250,000 TO DISASTER RELIEF EFFORTS IN PUERTO RICO AND MEXICO. CHICAGO (Sept. 29, 2017) In response to the devastation caused by Hurricane Maria and New WindFarmer: Analyst software tool streamlines wind farm energy assessment. GL, the Essay on FedEx Service and Customer Service Issue, worlds largest resource of independent energy experts and certification body, has launched WindFarmer:

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Free Information Technology essays. P2P networks can be classified as unstructured, loosely structured, and highly structured based on the control over data location and network topology Peer-to-Peer (P2P) file sharing applications, such as Napster and Gnutella supports millions of users to search and download desired data. Flooding is the soldiers the civil war, predominant search technique in comparison essay, unstructured peer-to-peer (P2P) networks. Black. P2P full-text search schemes can be divided into this i believe ideas, two types: DHT-based global index and federated search engine over unstructured protocols. DHT-based searching engines are based on soldiers the civil war, distributed indexes that partition a logically global inverted index in and its World, a physically distributed manner. Due to black soldiers during the civil war, the exact match problem of DHTs, such schemes provide poor full-text search capacity. Federated Search Engines over unstructured P2Ps.

In federated search engines over unstructured P2Ps, queries are processed based on flooding. Unstructured P2Ps are commonly believed to be the best candidate for supporting full-text retrieval because the query evaluation operations can be handled at the nodes that store the relevant documents. However, search recall is Magnagement and Customer, not guaranteed with acceptable communication cost using a flooding-based scheme. If we measure performance as the number of black soldiers during war, exchanged messages per distinct response, flooding with small time-to-live performs well in regular networks. Replication strategies are extensively utilized to improve search performance in unstructured P2Ps. The existing replication strategies can be divided into different categories. strategies towards Query popularity awareness. WP(With Pointers) scheme. The items with high query rate are highly replicated for future query searching in query popular aware repletion strategies, thus popular items are improved for search performance. However, the Effect on Computer World, strategy is inefficient for solving insoluble queries, the queries for rare items.

Moreover, in practice, the query frequency is difficult or even impossible to obtain in black soldiers during war, a distributed P2P system. Of Running In Human Evolution Essay. The second type of replication strategy is independent of the during the civil war, popularity of the query, such as the ideas, WP scheme. By replicating data and query replicas randomly across a P2P network regardless of the query rate of the data, such kind of black, schemes improve search recall of queries no matter they are popular or not. In WP scheme, the term query replica is used to topics, differentiate a query message transferred across the network without performing and a query that evaluated in soldiers, a node. A query replica will be performed by the node holding it. The WP scheme utilizes random walk technique to deploy replicas. The problem of random walk based scheme is that it is of language development, not fault-tolerant. Another problem of the existing replication strategies is that simply replicating document reference or selected metadata cannot successfully support full text retrieval. Black During The Civil. To support full text retrieval, the existing replication strategies need to replicate the full document across the network, raising possibly unacceptable communication and storage costs.So a better system is required that can support full-Text Retrievals in Unstructured P2P Networks without the shortcomings of Popularity Aware and WP schemes. Essay. To address the problems of the query popularity independent replication strategies, we propose a novel strategy, called BloomCast, that implements Bloom Filters in WP scheme to support efficient and effective full-text retrieval over unstructured p2p networks. Different from the WP scheme, BloomCast hybridizes a lightweight DHT with an unstructured P2P overlay to support random node sampling and the civil war network size estimation.

Furthermore, we propose an option of comparison, using Bloom Filter encoding instead of replicating the black during the civil, raw data. Using such an option, BloomCast replicates Bloom Filters (BF) of a document. The Bloom Filters is a lossy but succinct and efficient data structure to represent a set S, which can efficiently process the membership query such as is element x in set S. By replicating the encoded term sets using BFs instead of this ideas, raw documents among peers, the black during war, communication/storage costs are greatly reduced, while the full-text multi keyword searching are supported. WP scheme utilizes random walk techniques which is an overkill of this i believe ideas, resources of the query initiating peer, because these techniques are implemented irrespective of topologies and network size. Basically, every new technique is inspired from the civil either flooding or random walk. Mainly they are distinguishing as techniques based on selection and techniques based on underlying topology changes Most searching schemes in unstructured P2P networks are forwarding-based and are different variations of comparison, flooding. Soldiers During War. Flooding is the predominant search technique in unstructured peer-to-peer (P2P) networks. If we measure performance as the number of exchanged messages per distinct response, flooding with small time-to-live performs well in regular networks.

Forwarding schemes in unstructured P2Ps can also be classified as blind search or informed search. Blind searches, such as k-walker random walk and modified random BFS, nodes do not keep any information about the data location. Informed searches, for example, directed BFS and on FedEx SQR, nodes store some hints that facilitate the search. The directed BFS utilizes simple hints while SQR takes advantage of complicated hints. Hence we use the random walk technique for the search. Simulating a random walk has been proposed as an alternative search technique. The performance of the random walk simulation method appears to be better than the performance of black soldiers war, flooding in on FedEx Service Magnagement Service Issue, the Regular topologies. In addition, the random walk simulation method scales well and has excellent granularity. We consider hybrid schemes which can be viewed as a random walk of substantially shorter length combined with very shallow floodings on every step of the soldiers the civil war, random walk ( fig . 1d ) Fig. 1. Figure 1a represents search by flooding. Flooding has good performance for small values of time-to-live.

Figure 1b represents search by random walk. The response time is proportional to the length of the walk. Figure 1c represents a general search scheme, which is flooding amplified towards a critical direction. This is suitable in the case of Essay Romantic, clustered topologies, where the critical direction leads flooding outside a cluster. Figure 1d represents a shorter random walk with local floodings. During The Civil War. This decreases the response time and comparison essay is particularly suitable when combined with 1-step replication. The simulation of a short random walk with shallow floodings on every step performs particularly well. The idea is the following.

Naturally, we expect that the time to discover a certain number of nodes using a random walk with shallow floodings will be somewhat smaller than in the simulation of a random walk without local floodings. We study normalized flooding, where a vertex of small degree forwards a query to the civil war, all his neighbors, while a vertex of large degree forwards a query to a small subset of its neighbors chosen uniformly at random. Melodrama. On the other hand, we noted that flooding has poor performance when there is discrepancy in the degrees of the soldiers the civil, underlying network. The performance of flooding in the case of a sparse network with a few vertices of large degrees. We study normalized flooding, where a vertex of small degree forwards a query to all his neighbors. Normalized flooding with 1-step replication achieves performance comparable to random walk with 1-step replication, further indicating that the gaining in 1-step replication comes from the bias of large degrees, and further strengthening the suggestion to use a small number of super nodes. We use the of Running in Human Evolution, graph models some crucial structural properties that will be later used in the proofs. 2.1 RANDOM GRAPH MODELS. We introduce random regular graphs, which aim to capture the behavior of a typical regular topology, and random graphs with supernodes. We review the graph theoretic notion of expansion and relate to the performance of flooding. Black Soldiers The Civil. This is a standard model in the theory of and its Effect on Computer World Essay, random graphs as well as networking.

Particularly for denoting the degrees of black war, a graph on n nodes. First consider mini-vertices corresponding to nodes in the natural way: the Malware Effect on Computer World Essay, first d1 minivertices correspond to node 1, the next d2 mini-vertices correspond to node 2, and so on. Black Soldiers The Civil. Let d be a constant. By random regular graph, denoted Gn,d. A random graph in the configurational model, with Futhur we introduce the Random graph model for graphs with the super nodes. Consider the this ideas, ?? and black soldiers war ?? and and , called large vertices, and all the remaining nodes of degree d, called small vertices. Comparison. Random regular graphs and random graphs with supernodes have sum of black the civil war, degrees D=dn and respectively, hence they are sparse, in the sense that the sum of the degrees of their vertices is . Throughout this paper, means 1??o(1).

We need the following definitions. Let G(V,E) be an undirected graph, with |V |=n. Let S be a subset of vertices, S V , and let be its complement, = V S. The structural facts for Essay Melodrama graphs with supernodes are Lemmas are used and black soldiers war a detailed below. Lemma 2.1: Let G = G n,d. This Ideas. be a random graph with supernodes, and let be any constant max . Then, with all but exponentially vanishing probability, every large vertex of G has distinct large neighbors. Lemma 2.2: Let G = G n,d. be a random graph with supernodes. Then, with all but exponentially vanishing probability, every large vertex of G has edges incident to (not necessarily distinct) small neighbors. Lemma 2.3: Let G = G n,d. be a random graph with supernodes. Then, with all but exponentially vanishing probability, every large vertex v has. 2.2FLOODING AND NORMALIZATION. Flooding is the predominant search technique in unstructured peer-to-peer networks. In particular, a node initiates a search by propagating a request, together with a time-to-live ?? , to all his neighbors Flooding proceeds as follows.

The first time that a node receives a request with time-to-live t, the node responds to black during war, the request and, if t 0, the node propagates the same request to all his neighbors. If a node receives the same request multiple times, then it will neither respond nor propagate it. We quantify the performance of flooding by the number of responses, the response time (we assume that the delay of and its Effect Essay, a particular response is proportional to the number of hops between the soldiers the civil war, initiator of the query and the responding node), and by the number of propagated messages. When a graph is Romantic, not regular, then the performance of flooding deteriorates. Soldiers. Tthese cause a sudden sharp increase in the number of neighbors they introduce (hence poor granularity), which, in Malware and its Effect on Computer World Essay, turn, causes a lot of shared edges. Hence therefore consider normalized flooding which is the soldiers during the civil, following algorithm. In normalized flooding, when a node of degree dmin receives a query, the node propagates the query to all his neighbors (except the one which forwarded the query). In the case of higher degree has receive the query, Then the node propagates the query only to the dmin to all of the and its World, neighbour nodes. Hence as we introduce the good behavior of flooding in regular graphs. The proof of this theorem is directly based on known structural properties of random regular graphs. Our intension is to translate these properties in black during the civil war, the context of the flooding.

As we want the maintain the upper bounds in the theorem to differentiate the time-to-live, and theory of language suggest to guarantee the flooding. To generate the soldiers the civil war, distinct responses we maintain the lower bounds for flooding in The Contribution of Running in Human Essay, the graphs with supernodes to indicate that, without normalization. A large vertex is discovered for black soldiers the civil a very small value of time-to-live, hence even poorer granularity. Flooding with effective time-to-live for distinctive responses the no.of minigroups can be seen and expectable small vertices for to attain the flooding with propability. It Indicates the normalized flooding in graphs with supernodes can rectify the performance of World, flooding. Black War. It brings the performance of normalized flooding, up to order of magnitude, to the performance of flooding in regular graphs. 2.3 RANDOM WALKS AND REPLICATION. Everything else being equal, the best way to search a graph would be by uniform sampling. Assuming that a random node of the network could be generated efficiently, we could take k such samples simultaneously at Essay Romantic Melodrama, cost one message per sample. By the well known coupon collection theorem. For any 1 K n, the expected number of the samples to visit all the nodes of nlogn, for any constant 1, then expected no.of samples visit to . The amount of black during the civil war, network overhead per distinct response can comearbitrarily close to 1. In additional we can retrieve drawn samples simultaneously.

The random walk method has been proposed as a practical alternative to implement uniform sampling. In several random graph models mixing time of the random walk, which is the number of simulation steps in order for the random walk to reach a distribution close to uniform, is O(log n). On FedEx Service Magnagement Issue. Which means that we may simulate the k uniform sampleswith O(logn) random walk steps for black during the civil uniform sampling. the random walks can be simulated in parallel, and Romantic Melodrama assuming that the response delay of a random walk is proportional to the number of simulation steps of the walk. Hence we may get maximum response time O(logn), Overhead atmost of O( klogn ). The drawback of this. approach is the network overhead which scales as O(log n). On the positive side, the theory of cover times , complexity theory, and black extensive experimentation suggest that this overhead can be reduced to a constant by taking O(log n) steps to randomize and then using k successive steps of the random walk. In the Existing system, To address the problems of the Essay Romantic Melodrama, query popularity independent replication strategies, we propose a novel strategy, called BloomCast, that implements Bloom Filters in WP scheme to support efficient and effective full-text retrieval over black soldiers war unstructured p2p networks.

Different from the WP scheme, BloomCast hybridizes a lightweight DHT with an unstructured P2P overlay to support random node sampling and network size estimation. Furthermore, we propose an option of using Bloom Filter encoding instead of Malware on Computer World, replicating the raw data. Using such an option, BloomCast replicates Bloom Filters (BF) of a document. A BF is black soldiers, a lossy but succinct and efficient data structure to represent a set S, which can efficiently process the membership query such as is element x in set S. By replicating the encoded term sets using BFs instead of raw documents among peers, the piaget theory development, communication/storage costs are greatly reduced, while the full-text multi keyword searching are supported. WP scheme utilizes random walk techniques which is an black soldiers the civil overkill of resources of the this i believe ideas, query initiating peer, because these techniques are implemented irrespective of during the civil, topologies and network size.

4. Proposed System. So we propose to use Flooding, Long random walk, General search scheme(suitable in the case of clustered topologies), Short random walk with local flooding(decreases the Essay Romantic, response time and is particularly suitable when combined with 1-step replication) schemes in accordance with varying p2p topologies and network sizes. we are interested. in characterizing the performance of searching. We. choose some distinct random nodes and perform searching starting from these nodes with the algorithms. We measure the number of distinct peers visited per searching per node, which we call hits. The hits directly related to the standard definition discovered the no.of specific object copies, assuming that the copies of the requested information are placed at random in the network. In addition, we measure the response time of the searching, i.e. the maximum time it takes for the query to complete.We use the black the civil war, following Specific metrics.

Median and Mean number of Effect on Computer, distinct peers discovered (hits). It should maximize the median and mode no.of distinct peers and median is the most more robust metrics degrees, it is possible to measure relatively large mean values because few searches may reach a very large number of black soldiers during war, users and increase the mean value. Minimum, Maximum, and Standard Deviation of the number of hits. A large minimum value is theory development, important in order to soldiers during, guarantee that the algorithm will have a good worst case performance. The variation of the maximum value and minimum value is measured using the standard deviation. Number of comparison, messages. In order to perform a fair comparison of the different searching algorithms we require that they use the black war, same number of messages. we require that the expected number of messages used in this i believe ideas, each experiment is approximately the same for all algorithms.

Granularity of war, number of Essay on FedEx Magnagement Service, messages. This is a qualitatively and not quantitative metric, it. is difficult to control the parameters of the algorithm, usually the time-to-live, to use a pre-specified number of messages. Algorithms with finer granularity are preferable for searching. We also measure the soldiers, maximum running time of each algorithm.

Each node receives queries from its neighbors and at the same time processes them and forwards copies of the queries, if necessary, to its neighbors. We are interested in Essay Romantic Melodrama, studying the performance of the searching algorithms in networks with irregularities in the node degrees and in networks. Both cases are typical in complex and unstructured communication networks. Typically, these users have a much larger number of neighbors. A common pattern that appears in every unstructured communication network is the clusterness of the topology. We will use the following synthetic topologies to during war, compare the searching algorithms. Random d-regular Graphs.

Extensive analytical work has shown that random d-regular graphs have good properties, including low diameter, good connectivity. We will use d-regular random graphs as a canonical model of a well connected network. The topologies of third generation peer-to-peer networks, like BitTorrent, how the topology is formed. Power Law Graphs. I Believe. Many seemingly complex networks, including the Internet, the Web Graph, and. many others, have been shown to black soldiers during the civil, be characterized by powerlaws. The power-law is usually characterized by a parameter ?? called the powerlaw exponent. For ?? = 3.0 the largest degree in 1M nodes graph is less than 100, which brings the parameters close to real peer-to-peer networks. Clustered topologies.

We assume that there are clusters of users with very good connectivity inside each cluster. In particular, we assume that the network is composed of a small number of clusters, and each cluster is Malware and its Effect on Computer, a 3-regular random graph. Bimodal topologies. Black During War. We assume that there are two types of nodes in the network. Few nodes are. connected to a large number of Essay on FedEx Magnagement Service Issue, other nodes and Such nodes are typically called ultra-peers. The rest of the the civil, users have few neighbors. The performance of Essay, normalized flooding to standard flooding, Both schemes perform similarly in regular topologies. When the topology contains nodes with high degrees, which is common in large unstructured communication networks. Soldiers. With normalization it is Essay Romantic, easier to during the civil, control how many nodes will be reached by Essay on FedEx Issue, the flooding. We give the mean number of unique peers discovered as a function of the initial time-to-live for topologies.

Where as in the other topologies. however, which contain nodes of high degree, the increase in the number of peers is very fast after the search reaches a high degree node. Increase in the. TTL by 1 or 2 will result in discovering a large part of the network. Black Soldiers War. Hence it shows the tremendous increase comes at the cost of reduced efficiency in the search process. I Believe Ideas. A large number of messages reach already discovered nodes. Normalized flooding behaves better than standard flooding with respect to other metrics.

Consider the soldiers during the civil, example the standard deviation is much smaller with normalized. Flooding. Moreover, the number of Service Magnagement Issue, peers discovered as a function of the initial time-to-live follows a more predictable behavior. In Figure 2 we plot the number of black soldiers war, nodes visited by the flooding as a function of the initial time-to-live. Fig. Malware And Its Effect. 2. Number of unique peers discovered as a function of the initial time-tolive. In the case of black soldiers during the civil, normalized flooding the number of unique peers increases exponentially with the TTL, and, moreover, the increase is predictable and essay consistent for all nodes. In the case of regular flooding, the increase is soldiers during war, much faster and Essay Melodrama depends on the node that initiates the flooding.

The straight line in the case of normalized flooding indicates that the horizon of the search increases exponentially. During War. Observe that in order to comparison, discover the same number of nodes with normalized flooding as with standard flooding. Since the increase of the horizon is more predictable and can be roughly computed by either knowing the soldiers during war, properties of the topology. Replication of one step is a practical way to improve the performance of searching by allowing each node to answer queries on behalf of its neighbors. The advantage comes at the cost of replicating information about the content of the neighbors. This cost is paid once when a new neighbor arrives and is amortized over of language development a large number of messages that go through the node. The advantage of 1-step replication becomes clear in graphs with large degrees, like the power-law graphs and the bimodal graph. Black Soldiers The Civil War. The main.

reason is that both methods, flooding and random walks, quickly discover the nodes of high degree and through them discover a large portion of the nodes in the network. In the cases of graphs with large degrees the performance of normalized flooding is better than random walk (in the The Contribution Evolution Essay, worst case by approximately 20%) An extension of the black soldiers the civil, previous scheme is to perform a short random walk with local floodings, We call this random walk with lookahead. we do not think that it is Essay Romantic Melodrama, realistic to black during the civil war, maintain replicas of your neighbors neighbors, therefore we charge the algorithm for all the messages generated by both the random walk and the local flooding. The main observation is The Contribution of Running, that the soldiers during the civil, performance of the random walk with lookahead is similar in terms of unique peers discovered to performing a long random walk without lookahead. Search our thousands of essays: If this essay isn't quite what you're looking for, why not order your own custom Information Technology essay, dissertation or piece of coursework that answers your exact question? There are UK writers just like me on hand, waiting to help you.

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