Method of classification most suitable for spare parts

Multi-criteria Classification for Spare Parts Management

  1. g the record in the ERP system and also in a supermarket of material that is used for maintenance actions. In this paper, a multi-criteria classification of spare parts is developed in order to assign an.
  2. ing the most suited forecasting techniques literature an integrated.
  3. Table 9. Simulation results selection of the most suitable management policy for classes 5 & 6 - SPARE PARTS CLASSIFICATION AND INVENTORY MANAGEMENT: A CASE STUD
  4. methodology for spare parts management which, starting from a proposed classification method, provides the selection of the most suitable stock management policy, taking into account the criticality profile of each item. The methodology ha
  5. For spare parts classification, most of the case companies resort to a traditional ABC method based only on demand volume or value, and rarely consider a second criterion (criticality, cost), in line with findings from Cohen et al. . Notably, no company carries out a categorization based on demand features

This classification helps spare parts management in establishing most suitable stores layout. It also helps management of the organization where to allocate resources for purchase of spare parts. It further helps the management to take decision strategically whether the non moving spare parts inventory is continued to be stored or disposed of. After making a list of these critical spare parts, you can break them into priority categories using the ABC and XYZ analysis methods. These methods are related to the Pareto principle , or 80/20 rule: In the context of spare parts, it generally holds true that 80 percent of repairs are completed using just 20 percent of the available.

(PDF) Spare parts classification and demand forecasting

  1. delivers the spare parts the business day after ordering. The spare parts are sent to either the customer site or a Pick-Up Drop-Off point (PUDO), which both cause on average the same amount of spare part collecting time for the FSE. SPS pays a fixed in- and outbound handlin
  2. In most of the organizations inventory is categorized according to ABC Classification Method, which is based on pareto principle. Here the inventory is classified based on the value of the units. The principle applied here is based on 80/20 principles. Accordingly the classification can be as under
  3. ing the degree of control required for each. In many firms it is found that they have stocks which are used at very different rates
  4. Classification of Costs 1] Classification by Nature. This is the analytical classification of costs. Let us divide as per their natures. So basically there are three broad categories as per this classification, namely Labor Cost, Materials Cost and Expenses. These heads make it easier to classify the costs in a cost sheet
  5. ABC classification is a simple way to identify your most important products so you can focus your time in terms of stock control and management. In addition, it can help you set out more focused stock control parameters (see next point!) It is, however, a very simplistic framework and fails to account for supply and demand variables


Classification of Power Supply and Its Different Types is the least costly and most reliable for low power requirements. The main disadvantage is that the output voltage is not constant. It will vary with the input voltage and the load current, and the ripple is not suitable for electronic applications. The ripple can be reduced by changing. IBM recently implemented Optimizer, a system for flexible and optimal control of service levels and spare parts inventory, in its US network for service support. It is based upon recent research in multi-echelon inventory theory to address the IBM network Solution #1: Optimize Automotive Parts Visibility, Inventory Management and Routing Through the Supply Chain. This is a complex area to get under control, but supply chain managers have a few options: Integrate all suppliers and parts manufacturers onto a common automotive order and supply chain platform. This increases visibility for a central.

Reliability engineering is a sub-discipline of systems engineering that emphasizes the ability of equipment to function without failure. Reliability describes the ability of a system or component to function under stated conditions for a specified period of time. Reliability is closely related to availability, which is typically described as the ability of a component or system to function at. Anatomy may be defined as separating or dividing a function into parts for detailed examination. (1) A water supply system is analogous to the human circulatory system

Classification of Industrial products is necessary as it helps decision making for the organization. Industrial goods are classified on their entry levels. Overall, there are many sub parts of the major classes, and each of them has a separate role in the classification of Industrial products Introducing some of the most commonly used methods for phylogenetic analysis. 3 - is the science of classification of organisms.] Phylogeny - is the evolution of a genetically related group of organisms.] Or: a study of relationships between The Molecular Clock Hypothesis is most suitable for closely related species. Rooted Tree. In most structures, deflection is a major consideration. In the above truss structure, let us assume that the maximum vertical deflection at C is δmax = 2 mm. By using Castigliano's theorem, we obtain the deflection constraint: In the above structure, tan θ= 1.0 and tan α= 2/3. The othe

Spare parts classification and demand forecasting for

  1. When it comes to stock or inventory management, ABC analysis typically segregates inventory into three categories based on its revenue and control measures required: A is 20% of items with 80% of total revenue and hence asks for tight control; B is 30% items with 15% revenue; whereas 'C' is 50% of the things with least 5% revenue and hence treated as most liberal
  2. Inventory is an idle stock of physical goods that contain economic value, and are held in various forms by an organization in its custody awaiting packing, processing, transformation, use or sale in a future point of time. Any organization which is into production, trading, sale and service of a product will necessarily hold stock of various.
  3. FIFO inventory valuation is the default method; if you do nothing to change your inventory valuation method, you must use FIFO to cost your inventory each year. As you might guess, the IRS doesn't like LIFO valuation, because it usually results in lower profits (less taxable income)
  4. Observation method is one of the most common methods used in all sciences and is very easy to follow and accept; In some instances observation is the only available tool to collect essential data and information; The observation method does not require the willingness of the participant to record
  5. Parts List. Although it is not a drawing, parts list is an integral part of drawing, which defines the various symbols and parts used in other drawings such as wiring diagram, line diagram and block diagram. It gives the information on the type of circuit component with their reference numbers
  6. equipment-based works methods. Finally, tools and equipment need regular maintenance, requiring good workshop facilities, a reliable supply of spare parts and qualified mechanical staff. 3.2 Quality of Tools Hand tools are the main instruments used by the workers to carry out the activities involved in building a road using labour-based work.
  7. rot. Because it is easy to fabricate, it is equally suitable for other parts of the aircraft. Reinforced plastic is a sandwich-type material (fig. 4-4). It is made up of two outer facings and a center layer. The facings are made up of several layers of glass cloth, bonded together with a liquid resin. The core material (center layer) consists.

The classification of availability is somewhat flexible and is largely based on the types of downtimes used in the computation and on the relationship with time (i.e., the span of time to which the availability refers). As a result, there are a number of different classifications of availability, including: the supply chain for spare parts. Most classification data sets do not have exactly equal number of instances in each class, but a small difference often does not matter. There are problems where a class imbalance is not just common, it is expected. For example, in datasets like those that characterize fraudulent transactions are imbalanced

The most significant and important classification of circuit breakers is based on the interrupting medium and arc extinction method. In fact, the current interrupting medium and the arc extinction method have become the main factors in designing the circuit breakers and also, they dictated the overall design parameters The Quick Extender Pro is our editor's choice as the best penis extender for most men in 2021. It's also one of the most popular products among the men we've interviewed in the process of making this guide. However, other options may be a better fit for you depending on lifestyle, goals, and budget catalog without any additional parts-level testing after delivery of the part from the manufacturer. COTS Plus: A COTS part supported by test data available to end users establishing random failure rate assumptions, performance consistent with the manufacturers data sheet and methods to exclude infant mortal parts, parts with latent defects, wea k-means clustering is a method of vector quantization, originally from signal processing, that aims to partition n observations into k clusters in which each observation belongs to the cluster with the nearest mean (cluster centers or cluster centroid), serving as a prototype of the cluster.This results in a partitioning of the data space into Voronoi cells The supervised classification method (most likelihood method, BP neural network and support vector machine method) classifies Landsat TM remote sensing images. In order to improve the accuracy of remote sensing image classification and the accuracy of land use information extraction, data such as normalized vegetation index and texture features.

Among the most unusual cost patterns for spare parts (KPI 20) were those for surgical tables and pulse oximeters, whose average values were 34.05% and 34.82%, respectively. Indeed, these classes of equipment have accessories and spare parts that wear so rapidly that maintenance is closely linked to their hours of use; they often fail and are. This method is also known as a self-cooled method. This method is used for cooling the smaller output transformer rating that is up to 1.5 MVA. Air Forced (AF) or Air Blast. In this method, the heat generated is cooled by the forced air circulation method. With the help of fans and blowers, high velocity of air is forced on the core and the. NOTE: This fact sheet discusses research findings on effective treatment approaches for drug abuse and addiction. If you're seeking treatment, you can call the Substance Abuse and Mental Health Services Administration's (SAMHSA's) National Helpline at 1-800-662-HELP (1-800-662-4357) or go to https://findtreatment.gov/ for information on hotlines, counseling services, or treatment options in. From a chronological point of view, the most relevant are as follows : 1986. Carl R. Deckard, at the University of Texas, develops a method and apparatus for producing parts by selective sintering, a first step in the development of additive manufacturing by means of selective sintering (SS). 1988. Michael Feygin and his team at Helisys.

CHOOSING AN IRRIGATION METHOD. CHAPTER 7. CHOOSING AN IRRIGATION METHOD. 7.1 Surface, Sprinkler or Drip Irrigation. 7.2 Basin, Furrow or Border Irrigation. To choose an irrigation method, the farmer must know the advantages and disadvantages of the various methods. He or she must know which method suits the local conditions best Watch the Transition to GHS 7 webinar to learn about GHS 7 and its implications for chemical classification, labelling and safety data sheets.. Risks and Hazards Associated With AgVet Chemicals. Poisonous agricultural and veterinary products can enter the body through various modes of poisoning, including:. Skin or eye contact - the most common mode of poisoning since many AgVet chemicals.

Spares Parts Management - IspatGur

Similar to most other boosting methods, AdaBoost also supports both regression and classification problems. By default, AdaBoost employs Decision Trees (classifier or regressor) as its individual methods. However, users can opt for any suitable algorithms as individual methods parts, contact your Emerson sales office or Local Business Partner. For more than 20 years, Fisher products have been manufactured with asbestos‐free components. The included manual might mention asbestos containing parts. Since 1988, any gasket or packing which may have contained some asbestos, has been replaced by a suitable non‐asbestos. Methods of Rapid Tooling Worldwide. By Philip Dickens, Richard Hague and Terry Wohlers. Two broad categories of rapid tooling (RT) exist. One category involves indirect approaches that use RP master patterns to produce a mold and the other category is a direct approach, where the RP machine builds the actual core and cavity mold inserts In the problem of one-class classification (OCC) one of the classes, the target class, has to be distinguished from all other possible objects, considered as nontargets. In many biomedical problems this situation arises, for example, in diagnosis, image based tumor recognition or analysis of electrocardiogram data. In this paper an approach to OCC based on a typicality test is experimentally. What is Irrigation? Irrigation is the process of applying water to the crops artificially to fulfil their water requirements. Nutrients may also be provided to the crops through irrigation. The various sources of water for irrigation are wells, ponds, lakes, canals, tube-wells and even dams. Irrigation offers moisture required for growth and.

Spare parts planning in durable goods industry: bridging the gap between theory and practic The boring machine is one of the most versatile machine tools is using to bore holes in large and heavy parts such as engine frames, steam engine cylinders, machine housing, etc. . Which are practically impossible to hold and rotate in an engine lathe or in a drill machine.The boring machine has, therefore, been developing primarily to do this The four types of validity. Published on September 6, 2019 by Fiona Middleton. Revised on June 19, 2020. In quantitative research, you have to consider the reliability and validity of your methods and measurements.. Validity tells you how accurately a method measures something Research on training methods is essential to avoid the unnecessary costs that come with training. According to Forbes, the training market is worth approximately $109 billion in the United States.Therefore, the tasks of researchers are to search and define the best methods to present the information to the targeted trainees, as well as to find the right approach to investing in project. A variety of scheduling rules and methods for initializing the vector of spare parts are evaluated using a simulation of a representative shop. The results indicate that procedures which perform well when only a single unit fails also perform well when multiple failures occur. A Support System for Selecting the Most Suitable Spare Parts.

3 Tips to Optimize Your Spare Parts Inventory Control Syste

  1. This plate is inked and that inked image is subsequently transferred to the printing surface. The process can be used to print on paper as well as plastics, metals, cellophane, and other materials. Flexo is mainly used for packaging and labels and to a lesser extent also for newspapers. Some packaging printing is moving from flexo to digital
  2. Equity Valuation Methods. Valuation methods are the methods to value a business/company which is the primary task of every financial analyst and there are five methods for valuing company which are Discounted cash flow which is present value of future cash flows, comparable company analysis, comparable transaction comps, asset valuation which is fair value of assets and sum of parts where.
  3. USA. Federal institute, promoting development and application of standardization in the manufacturing and service industries. Web site offers news, articles, on-line standards store and up to date information about national and international standardization activities
  4. ation by hands of operators, tools, cutting-boards, etc. is less than with other methods. The technique is also suitable for smaller operations. Final trim
  5. Online car parts store for Mercedes. Buycarparts.co.uk guarantees high-quality car parts at very attractive prices. We currently have over 500,000 car parts in our product range. Free shipping within the UK applies to orders over £ 140 and excludes bulky items, tyres, or exchange parts
  6. The inventory finds aged spare parts in the storeroom and the machines to which they apply have been replaced long ago. Almost certainly, this company will discard these spare parts because they have no Purpose for them. For a company who still has the machines to which they apply, these spare parts are valuable and have a Purpose
  7. Those bacteria that can grow even at 0°C but optimum temperature for growth is (20-30)°C. Mesophiles: Those bacteria that can grow best between (25-40)o C but optimum temperature for growth is 37C. Most of the human pathogens are mesophilic in nature. Examples: E. coli, Salmonella, Klebsiella, Staphylococci

The data matrix¶. Machine learning algorithms implemented in scikit-learn expect data to be stored in a two-dimensional array or matrix.The arrays can be either numpy arrays, or in some cases scipy.sparse matrices. The size of the array is expected to be [n_samples, n_features]. n_samples: The number of samples: each sample is an item to process (e.g. classify) Same thing applies with most of the cases from innovation with big impacts and with advanced technologies world. The machine Learning domain is also in the same race to make predictions and classification in a more accurate way using so called ensemble method and it is proved that ensemble modeling offers one of the most convincing way to build. However, the system is also suitable for highly demanding applications in other industries, like automotive, or for producing large and highly accurate structural components like spare parts for the interior and exterior of buses and trains. 6. BeAM's Magic 800 . Technology: Direct Energy Deposition (DED) Build volume: 1200 × 800 × 800 m Learning-based methods especially with convolutional neural networks (CNN) are continuously showing superior performance in computer vision applications, ranging from image classification to restoration. For image classification, most existing works focus on very clean images such as images in Caltech-256 and ImageNet datasets Universal accessories: the sewing foot pressers are suitable for most household multi-functional sewing machines and low shank sewing machines, compatible with Brother, Singer, Janome, Kenmore, Babylock and so on; Note: not suitable for Shengjia old-style household sewing machine, retro sewing machine, mini sewing machine, industrial sewing.

Where live parts of motors or controllers operating at over 150 volts to ground are guarded against accidental contact only by location, and where adjustment or other attendance may be necessary during the operation of the apparatus, suitable insulating mats or platforms shall be provided so that the attendant cannot readily touch live parts. Classification Face and eye protection *** Cellulose/paper masks (Update: classification in most countries is to 4818.90 and not 4818.50, but if in doubt, please confirm with the relevant Customs administration) (4818.50) 4818.90 Textile face-masks, without a replaceable filter or mechanical parts, includin How are methods chosen? Every discipline uses different methods for research. For example, a study on stressed students could beexamined throughfocus groups in the Humanities or by tracking heartrates inthe Sciences. Each of these are valid, but would generate different data. Sometimes a mix ofmethods can be used. When selecting methods, you. In this post, we give an overview of the most popular types of predictive models and algorithms that are being used to solve business problems today. Top 5 Predictive Analytics Models Classification Model. The classification model is, in some ways, the simplest of the several types of predictive analytics models we're going to cover The majority of all ISO containers measure 8 ft. or 2,438 mm wide. ISO Containers that exceed this dimension are grouped into two other size ranges. Alpha characters C, D, E, and F identify containers that are greater than 2,438 mm, but less than 2,500 mm. Containers that exceed 2,500 mm are referenced by L, M, N, and P

Inventory Classification - ABC Classification, Advantages

Questionnaires can be classified as both, quantitative and qualitative method depending on the nature of questions. Specifically, answers obtained through closed-ended questions with multiple choice answer options are analyzed using quantitative methods and they may involve pie-charts, bar-charts and percentages There are different technical possibilities to prevent an explosion caused by devices in hazardous areas. The most popular methods are described in the standards EN 60079. The gas group (e.g. IIC), the temperature class (e.g. T6) or the max. surface temperature (e.g. T95°C) are part of the characterisation for a type of protection

Video: Methods and Techniques of Inventory Control Business

Different Effective Methods of Communication - Most of the times, when the word communication comes to the mind of the people, they think about exchanging ideas and information by means of words but such type of verbal communication is just a small component of communication. In the 21 st century, businesses have access to a number of methods of communication which can be used with internal. ADVERTISEMENTS: These most common five modes of transport are: railways, roadways, airways, waterways and pipelines. Following is the brief account of each mode with reference to Indian conditions with relative merits and demerits. I. Railways: Indian railway system has grown into Asia's largest and the world's fourth largest. It has route length of 72,000 kilo [ The concrete in which common ingredients i.e. aggregate, water, cement are used is known as normal concrete.It is also called normal weight concrete or normal strength concrete. It has a setting time of 30 - 90 minutes depending upon moisture in atmosphere, fineness of cement etc The ABC Method: a risk management approach to the preservation of cultural heritage. This manual offers a comprehensive understanding of risk management applied to the preservation of heritage assets, whether collections, buildings or sites. It provides a step-by-step procedure and a variety of tools to guide the heritage professional in.

Classification of Costs: Classification by Nature

Materials testing, measurement of the characteristics and behaviour of such substances as metals, ceramics, or plastics under various conditions.The data thus obtained can be used in specifying the suitability of materials for various applications—e.g., building or aircraft construction, machinery, or packaging.A full- or small-scale model of a proposed machine or structure may be tested A dental specialty focusing on the diagnosis and surgical treatment of diseases, injuries and defects of the mouth, teeth and gums. Examples of oral surgery include removal of wisdom teeth, facial injury repair, cleft lip and palate repair, and repair of uneven jaws. Otolaryngology - Ears, Nose and Throat (ENT Since Type X pressurization reduces the classification within the enclosure from Division 1 (or Zone 1) to nonhazardous, this would permit ignition capable equipment to be installed in the enclosure. Failure of the protective gas supply requires an equipment power supply that is not suitable for the location to be automatically de-energized the system. However it is possible for different parts of a system to have different levels of protection where suitable segregation exists. This must be made clear in the system documentation. Figure 2.1 - Typical IS system 2

Cost of goods sold and Inventory . Remember, cost of goods sold is the cost to the seller of the goods sold to customers. Cost of Goods Sold is an EXPENSE item. Even though we do not see the word Expense this in fact is an expense item found on the Income Statement as a reduction to Revenue. For a merchandising company, the cost of goods sold can be relatively large Fiberglass doors are most commonly used for exterior application. These doors have many design options and can be easily moulded into different shapes and style. These doors are durable and hard. They are generally preferred for affordable houses. They do not excel other types as far as looks are concerned. Of course, cost-wise they are economical

6 Inventory Control Techniques for Stock Optimizatio

§ Soil texture and structure - the most limiting horizon encountered in the upper 18 inches must be a suitable soil texture and structure as shown in Table 1. § Permeability of uppermost soil horizon - soils with an estimated permeability of 60 minutes/inch or less based on soil texture and structure parts, contact your Emerson sales office. For more than 20 years, Fisher products have been manufactured with asbestos‐free components. The included manual might mention asbestos containing parts. Since 1988, any gasket or packing which may have contained some asbestos, has been replaced by a suitable non‐asbestos material Cable Lugs For Copper & Aluminium Cables Hexagonal Crimps. The most common type of crimping for copper and aluminium cables, lugs and connectors is the hexagonal crimp as this crimp profile is suitable for both copper and aluminium conductors.. The range of applications covering hexagonal crimps includes the crimping of conductors as per VDE-0295-categories 2, 5 and 6 and the processing of non. Hence the proposed classification toolbox (Fig. 1), that incorporates the r-ASRM, Enzian (if required) and EFI (if required), is the current recommended classification method, with possible replacement or addition of new classification systems as their utility is proven. So doing will increase the familiarity of surgeons, the multidisciplinary. Based on the recent studies published in [], HSI classification (i.e., assigning each pixel to one certain class based on its spectral characteristics) is the most vibrant field of research in the hyperspectral community and has drawn broad attentions in the remote sensing field.In HSI classification tasks, there exist two main challenges: 1) the large spatial variability of spectral.

7 Types of Classification Algorithm

Shot blasting machine is an effective method to remove the surface contaminant, clean and roughen a smooth surface before applying a primer or coating. Shot blasting equipment is used in almost every industry that uses metal, including aerospace, automotive, construction, foundry, shipbuilding, rail, and many others A/B or ABLE BODIED SEAMAN - A member of the deck crew who is able to perform all the duties of an experienced seamen; certificated by examination and has three years sea service. Also called Able Seamen and A.B. ABS-American Bureau of Shipping: A U.S.-based private classification, or standards setting society for merchant ships and other marine systems With 12 years selling experience in CNC parts manufacturing, HYCNC is committed to providing a one-stop purchase service for CNC parts for CNC router, CNC machining center, stone working machine, CO2 laser engraving machine, fiber laser machine, and etc. Contact us now

(a) Election to use dollar-value method. Any taxpayer may elect to determine the cost of his LIFO inventories under the so-called dollar-value LIFO method, provided such method is used consistently and clearly reflects the income of the taxpayer in accordance with the rules of this section. The dollar-value method of valuing LIFO inventories is a method of determining cost by using. IAS 2 contains the requirements on how to account for most types of inventory. The standard requires inventories to be measured at the lower of cost and net realisable value (NRV) and outlines acceptable methods of determining cost, including specific identification (in some cases), first-in first-out (FIFO) and weighted average cost Online car parts store for Hyundai. Buycarparts.co.uk guarantees high-quality car parts at very attractive prices. We currently have over 500,000 car parts in our product range. Free shipping within the UK applies to orders over £ 140 and excludes bulky items, tyres, or exchange parts The collection of all available information should include the search for suitable QSAR models. QSAR predictions are assessed for adequacy and if appropriate they can be considered for risk assessment and/or classification and labelling. (Q)SAR models are non-test methods that can assist on data generation but also on data interpretation

Methods of Costing: Top 9 Costing Method

Online Onion Root Tips. Growth in an organism is carefully controlled by regulating the cell cycle. In plants, the roots continue to grow as they search for water and nutrients. These regions of growth are good for studying the cell cycle because at any given time, you can find cells that are undergoing mitosis 2.9. Locking By a Lock Nut. 2.10. Locking By Spring Washer. 2.11. Screw Pin Locking. In this article, you will learn about the types of nuts and bolts. A bolt contains two parts a shank and head. The cylindrical portion of the bolt is known as the shank Accurate knowledge of the spatial extents and distributions of an oil spill is very impor-tant for efficient response. This is because most petroleum products spread rapidly on the water surface when released into the ocean, with the majority of the affected area becoming covered by very thin sheets. This article presents a study for examining the feasibility of Landsat ETM+ images in order to.

7. Business of Auto Spare Parts. Most of the people in Pakistan do not prefer buying new cars, rather they like to buy used (2 nd hand cars). Therefore, there is a high and constant demand for the spare parts of automobiles. These days, cars are a basic necessity of life for a great number of people in Pakistan The tender cuts of meat, fillet and rib are most suited to frying, quick roasting or grilling, the less tender cuts e.g. neck and shin are most suited to slow cooking, braising and stewing. Fat - it is important to have a layer of fat or marbling (small white lines), as this gives the meat a much better flavour and offers increased tenderness Most woks that are made in China are cast iron. There are wrought iron and pig iron. Pig iron is regarded to be suitable for slow stew and braised. suitable for old people and long last. wrought iron is suitable for quick stir fry, and for young people

Shipping Methods. We offer a variety of shipping methods so that you can choose the one most suitable option for your region and the urgency of your order. Below are the most standard services and prices used. If you desire a signature for your shipment, please contact us to arrange options Carefully pull (using suitable method) and lay the cable to its route; Make appropriate opening (Cut-out) in DB /PANEL for inserting the cable with a rubber gasket so that there will be no sharp edges and secure the wire insulation from damage. Gland the cables using appropriate cable glands size This method, known as a sacrificial system, uses metal anodes, introduced to the electrolytic environment, to sacrifice themselves (corrode) in order to protect the cathode. While the metal needing protection can vary, sacrificial anodes are generally made of zinc, aluminum, or magnesium, metals that have the most negative electro-potential The following is a brief discussion of the three lubrication methods. (1) Grease Lubrication Grease lubrication is suitable for any gear system that is open or enclosed, so long as it runs at low speed. There are three major points regarding grease: - Choosing a lubricant with suitable cone penetration ← Country Classification For the current 2022 fiscal year, low-income economies are defined as those with a GNI per capita, calculated using the World Bank Atlas method, of $1,045 or less in 2020; lower middle-income economies are those with a GNI per capita between $1,046 and $4,095;. Acquisition.gov is the Federal Government's premier electronic source for the Federal Acquisition Regulation (FAR). It contains Product Service Codes (PSC), the Federal Service Contract Inventory, FAR Archives, eBook versions of the FAR, optimized search engine for the FAR and other resources to improve Acquisition for contracting professional