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Embedded with electronics, Internet connectivity, and other forms of hardware (such as sensors), these devices can communicate and interact with others over the Internet, and they can be remotely monitored and controlled.\r\nThe definition of the Internet of things has evolved due to the convergence of multiple technologies, real-time analytics, machine learning, commodity sensors, and embedded systems. Traditional fields of embedded systems, wireless sensor networks, control systems, automation (including home and building automation). and others all contribute to enabling the Internet of things. In the consumer market, IoT technology is most synonymous with products pertaining to the concept of the &quot;smart home&quot;, covering devices and appliances (such as lighting fixtures, thermostats, home security systems and cameras, and other home appliances) that support one or more common ecosystems, and can be controlled via devices associated with that ecosystem, such as smartphones and smart speakers.\r\nThe IoT concept has faced prominent criticism, especially in regards to privacy and security concerns related to these devices and their intention of pervasive presence.","materialsDescription":"<span style=\"font-weight: bold;\">What is the Internet of Things (IoT)?</span>\r\nThe Internet of things refers to the network of things (physical objects) that can be connected to the Internet to collect and share data without human-to-human or human-to-computer interaction.\r\n<span style=\"font-weight: bold;\">Why is it called the Internet of Things?</span>\r\nThe term Internet of things was coined by Kevin Ashton in 1999. Stemming from Kevin Ashton’s experience with RFID, the term Internet of things originally described the concept of tagging every object in a person’s life with machine-readable codes. This would allow computers to easily manage and inventory all of these things.\r\nThe term IoT today has evolved to a much broader prospect. It now encompasses ubiquitous connectivity, devices, sensors, analytics, machine learning, and many other technologies.\r\n<span style=\"font-weight: bold;\">What is an IoT solution?</span>\r\nAn IoT solution is a combination of devices or other data sources, outfitted with sensors and Internet connected hardware to securely report information back to an IoT platform. This information is often a physical metric which can help users answer a question or solve a specific problem.\r\n<span style=\"font-weight: bold;\">What is an IoT Proof of Concept (PoC)?</span>\r\nThe purpose of a PoC is to experiment with a solution in your environment, collect data, and evaluate performance from a set timeline on a set budget. A PoC is a low-risk way to introduce IoT to an organization.\r\n<span style=\"font-weight: bold;\">What is an IoT cloud platform?</span>\r\nAn IoT platform provides users with one or more of these key elements — visualization tools, data security features, a workflow engine and a custom user interface to utilize the information collected from devices and other data sources in the field. These platforms are based in the cloud and can be accessed from anywhere.\r\n<span style=\"font-weight: bold;\">What is industrial equipment monitoring?</span>\r\nIndustrial equipment monitoring uses a network of connected sensors - either native to a piece of equipment or retrofitted - to inform owners/operators of a machine’s output, component conditions, need for service or impending failure. Industrial equipment monitoring is an IoT solution which can utilize an IoT platform to unify disparate data and enable decision-makers to respond to real-time data.<br /><br />","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/IoT_-_Internet_of_Things.png","alias":"iot-internet-of-things"},"212":{"id":212,"title":"Integration and Process Automation Middleware","description":" Business process automation (BPA), also known as business automation or digital transformation, is the technology-enabled automation of complex business processes. 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BPA providers tend to focus on different industry sectors but their underlying approach tends to be similar in that they will attempt to provide the shortest route to automation by exploiting the user interface layer rather than going deeply into the application code or databases sitting behind them. They also simplify their own interface to the extent that these tools can be used directly by non-technically qualified staff. The main advantage of these toolsets is, therefore, their speed of deployment, the drawback is that it brings yet another IT supplier to the organization.","materialsDescription":" <span style=\"font-weight: bold;\">What is the difference between RPA and automation?</span>\r\nRPA is a software robot that mimics human actions, whereas AI is the simulation of human intelligence by machines.\r\n<span style=\"font-weight: bold;\">What are the types of automation?</span>\r\nAutomated production systems can be classified into three basic types:\r\n<ol><li>Fixed automation,</li><li>Programmable automation,</li><li>Flexible automation.</li></ol>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/Integration_and_Process_Automation_Middleware.png","alias":"integration-and-process-automation-middleware"},"285":{"id":285,"title":"Operations and Manufacturing Applications","description":" Manufacturing operations management (MOM) is a collection of systems for managing end-to-end manufacturing processes with a view to optimizing efficiency.\r\nThere are many types of MOM software, including production management, performance analysis, quality and compliance, and human-machine interface (HMI). Production management software provides real-time information about jobs and orders, labor and materials, machine status, and product shipments. Performance analysis software displays metrics at the machine, line, plant, and enterprise-level for situational or historical analysis. Quality and compliance software are used to promote compliance with standards and specifications for operational processes and procedures. HMI software is a form of manufacturing operations management (MOM) software that enables operators to manage industrial and process control machinery using a computer-based interface.\r\nAdvancements in technology and market demands are enabling new capabilities in MOM software platforms, gradually closing gaps in end-user needs.\r\n<ul><li>Collaboration Capabilities: Collaboration and workflow services support people-to-people, people-to-systems, and systems-to-systems interactions, enforcing procedures and rules while flexibly adapting to real-time situations with alternate workflows and processes.</li><li>Security Services: Future manufacturing platforms will leverage common security services that determine roles, responsibilities, authorities, and access across all systems and application functions while fitting into corporate IT security schemes.</li><li>Asset &amp; Production Model: Future manufacturing platforms will have a unified asset and production model that supports all of the interrelationships between physical production equipment, facilities, inventory/materials, and people, as well as production definitions such as the manufacturing bill of materials, productions orders, etc. This contrasts with older systems that either had subsets of these interrelationships across multiple databases or could not effectively deal with federating across multiple systems of record.</li><li>Operations Database &amp; Historians: Evolving from older systems that had separate historians and production databases that were difficult to correlate across, service-based platforms will have a unified operations database and historian. This will capture and aggregate all time-series and production event information surrounding everything involved in each product and production run with a full genealogy of components and materials, related performance information, and federation across other systems and devices of record.</li><li>Visualization and Mobility: Today, different MOM applications support different graphical user interfaces, Web interfaces, specific mobile applications, etc. The future manufacturing platform will provide common visualization and mobility for a consistent user interface experience across different form factors, supporting dedicated and mobile workers that are orchestrated by consistent workflows and procedures.</li><li>Smaller and Focused 'Apps': Today’s monolithic systems and applications have too many interdependencies of databases, operate inconsistently, and are not inherently integrated. Being able to take advantage of many of the common software platform services described above, modular apps will be significantly smaller, simpler, and focused. These apps will be much lighter weight in functionality, and, as a result, significantly easier and faster to develop.</li></ul>","materialsDescription":" <span style=\"font-weight: bold;\">What is a manufacturing operating system?</span>\r\nA Manufacturing Execution System manages manufacturing operations such as product production rules, bill of materials, recipe data (product definition), resource management, scheduling, work batching (JiT Just in Time manufacturing), production data/logs, production performance, and some analysis.","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/Operations_and_Manufacturing_Applications_1_.png","alias":"operations-and-manufacturing-applications"},"347":{"id":347,"title":"Production Planning","description":" <span style=\"font-weight: bold; \">Production planning</span> is the planning of production and manufacturing modules in a company or industry. It utilizes the resource allocation of activities of employees, materials and production capacity, in order to serve different customers.<br />Different types of production methods, such as single item manufacturing, batch production, mass production, continuous production etc. have their own type of production planning. Production planning can be combined with production control into production planning and control, or it can be combined with <span style=\"font-weight: bold; \">enterprise resource planning (ERP)</span>. \r\nProduction planning can help in efficient manufacturing or setting up of a production site by facilitating required needs.A production plan is made periodically for a specific time period, called the <span style=\"font-weight: bold; \">planning horizon.</span>\r\nIn order to develop production plans, the <span style=\"font-weight: bold; \">production planner</span> or <span style=\"font-weight: bold; \">production planning department</span> needs to work closely together with the marketing department and sales department. They can provide sales forecasts, or a listing of customer orders.\r\n<span style=\"font-weight: bold; \">Production scheduling</span> is the process of syncing and planning the steps in the manufacturing process to ensure that production runs smoothly and customers receive what they ordered on schedule.\r\n<p class=\"align-left\"><span style=\"font-weight: bold;\">Areas of production scheduling</span></p>\r\n<ul><li><span style=\"font-weight: bold;\">Procurement</span>: Production can't proceed if you don't have the materials necessary for manufacturing. Procurement scheduling is an art and a science that involves keeping enough on hand without carrying a bloated inventory. You can tighten procurement systems by using digital or manual spreadsheets to track inventory and by developing relationships with suppliers who can get you what you need consistently and quickly.</li><li><span style=\"font-weight: bold;\">Personnel</span>: Planning and scheduling employee time is critical to developing a successful production work flow plan. There should be enough workers on hand to finish projects within the promised time frame but not enough to bloat your payroll or create inefficiencies by crowding your work space. It helps to understand the strengths and weaknesses of each staff member so you can leverage employee skills and circumvent potential difficulties.</li><li><span style=\"font-weight: bold;\">Machinery</span>: Like your employees, your equipment has a limited number of capacity hours that should be scheduled thoughtfully. Machines should be well maintained according to a schedule that doesn't take them out of production any longer than necessary.</li></ul>\r\n<p class=\"align-center\"><span style=\"font-weight: bold;\">Tools for Scheduling Production </span></p>\r\n<ul><li><span style=\"font-weight: bold;\">Software</span>: Once the logistics of your production schedule become complex enough to bog you down, there is a range of software options available to help you manage the details. Programs help you to set priorities, coordinate processes and manage staffing.</li><li><span style=\"font-weight: bold;\">Written documents</span>: If your production processes are relatively simple, you may be able to effectively create useful and meaningful lists so team members and managers have a clear idea of what needs to happen and in what order.&nbsp; Timelines and flow charts can help to provide useful visuals to help staff understand how processes interface.</li><li><span style=\"font-weight: bold;\">Custom spreadsheet</span>s: You can also design your own spreadsheets to plan and communicate work flow. Custom spreadsheets offer the advantage of being tailored specifically to your company and your processes. They pose the disadvantage of potentially being less robust or nimble than a software system designed by professionals drawing on a deeper and broader database of scheduling tools and knowledge.</li></ul>\r\n<p class=\"align-left\"><br /><br /></p>","materialsDescription":"<h1 class=\"align-center\"> <span style=\"font-weight: normal;\">What is production planning?</span></h1>\r\n<span style=\"font-weight: bold;\">Production planning</span> – a systematic approach, which helps to calculate and estimate goals and stages of manufacturing process during the constant changes of multiple factors. Some of these factors might include an increase of product range, introduction of new manufacturing equipment, changing inventory stock and others.<br /><br />For a manufacturers it is very important to be able to make calculations and estimates of these factors as precisely, as possible. As a result they want to be able to answer all of the following questions:\r\n<ul><li>What are we planning to produce?</li><li>What do we need for that?</li><li>What do we have?</li><li>What else is needed?</li></ul>\r\n<h1 class=\"align-center\"><span style=\"font-weight: normal;\">What are the types of&nbsp; production planning software?</span></h1>\r\n<p class=\"align-left\">The development of technology has made production-planning process very easy to perform. While there are still manufacturing companies, utilizing pen and paper, when doing their MRP estimates, most manufacturing companies using one or the other type of software solution.</p>\r\n<p class=\"align-left\"><span style=\"font-weight: bold;\">Spreadsheet based software </span>– Excel, Open Office or Google Documents. For example Microsoft Excel comes with a standard Microsoft Office package already preinstalled on every Windows PC, thus baring no additional expenses for business.</p>\r\n<p class=\"align-left\">In addition, Excel is a very easy tool to work with, it has a big user database worldwide, so any question that might occur will be answered.&nbsp; However, no matter how good of a tool Excel is, it has its limitations. One of these limitations is speed – the more different tables and individual files are being interlinked between each other, the slower is the performance of an Excel work file.<span style=\"font-weight: bold;\"></span></p>\r\n<p class=\"align-left\"><span style=\"font-weight: bold;\">Custom made planning software </span>– this includes solutions done in-house. Companies that decide to go this route, most often than not have experience working with Excel or similar spreadsheet based software. By creating solution in-house manufacturer is thinking of increasing the productivity and reliability of its planning department.&nbsp; While idea of using some sort of software instead of a complex spreadsheet is a good one, creating a totally new planning software from scratch could be very challenging. <span style=\"font-weight: bold;\"></span></p>\r\n<p class=\"align-left\"><span style=\"font-weight: bold;\">Specialized production planning software</span> – a professionally developed production planning software for small business offers the best of two worlds – it provides all the production planning features that a small business needs and unlike spreadsheet software it is fast and reliable.</p>\r\n<h1 class=\"align-center\"><span style=\"font-weight: normal;\">What is project management software?</span></h1>\r\nProject management software is a suite of tools that helps improve production teams’ efficiency. They usually come as cloud-based, multi-user platforms that host features such project planning and scheduling, collaboration, advanced reporting, and project budgeting, among many others. They are meant to ensure that all project stakeholders are constantly in the know and that every project is delivered on time.<br /> \r\n<h1 class=\"align-center\"><span style=\"font-weight: normal;\">What does project management software do?</span></h1>\r\n<p class=\"align-left\">Some of the best features revolve around the generation of repetitive and unique tasks and projects, team collaboration, project completion, proper tracking for the purposes of budgeting and due diligence, and effective documentation. But that’s par for the course for most applications in the market. </p>\r\n<ul><li><span style=\"font-weight: bold;\">Project tracking.</span> This is the most basic function of a project management software: tracking your projects. This includes being able to track who worked on which task last, the general overview of the entire project, identifying bottlenecks, and identifying performers.<span style=\"font-weight: bold;\"></span><span style=\"font-weight: bold;\"></span></li><li><span style=\"font-weight: bold;\">Easier collaboration.</span> It makes it easier for coworkers to check on the latest changes to a project, pick up where they left off, or pick up from where their colleagues left off.<span style=\"font-weight: bold;\"></span></li></ul>\r\n<ul><li><span style=\"font-weight: bold;\">Better communication. </span>Part of the collaborative effort involves better communication, and the best project management software should make person-to-person and department-to-department communication easier and more efficient.<span style=\"font-weight: bold;\"></span></li></ul>\r\n<ul><li><span style=\"font-weight: bold;\">Documentation. </span>Since tracking a project involves documenting the knowledge gained throughout the entire endeavor, proper documentation is key. This means your app should be able to help you and your team simplify the process of documenting changes, technology, project updates, and new intelligence.</li></ul>\r\n<ul><li><span style=\"font-weight: bold;\">Accurate dashboards for reporting. </span>This is an important purpose of productivity planner app and software. Accurate reporting is a key component of identifying your company’s KPI, and project management software should help you in generating the best reports for your business. </li></ul>\r\n<h1 class=\"align-center\"><span style=\"font-weight: normal;\">What are the factors to consider when getting a project management software?</span></h1>\r\n<ul><li><span style=\"font-weight: bold;\">Task and project creation.</span> Most of the time, you’ll be using your project management software as a task calendar to create cyclical, templated projects. But once in a while, you’ll want to create unique tasks and projects for your company’s needs. The flexibility between creating unique tasks and projects and setting up templated ones is integral in ensuring that you are able to tackle projects of different shapes and sizes.</li></ul>\r\n\r\n<ul><li><span style=\"font-weight: bold;\">Simple and efficient reporting.</span> If you’re going to be working with a project management system, you’ll need accurate report creation powers. This feature is found in all of the best organiser apps in the market. And for good reason: when you’re working on a project that blew up in terms of man-hours and budget, you will want to be able to pinpoint just how much you spent on the project, and what caused the problem. A good reporting feature in a productivity calendar will go a long way in helping with this.</li></ul>\r\n\r\n<ul><li><span style=\"font-weight: bold;\">File sharing options</span>. It’s always awesome whenever a project management solution offers decent storage space for all the files you’ll be sharing. But sometimes, having the option to use a third-party storage solution like Box or Dropbox can be helpful too, especially if you’re more familiar with another cloud storage provider.</li></ul>\r\n\r\n<ul><li><span style=\"font-weight: bold;\">Intuitive and clean UI. </span>A good user interface can make or break a good project management team. Sometimes, having an easy time using the application can be more important than what the application can do.</li></ul>\r\n\r\n<ul><li><span style=\"font-weight: bold;\">Reliable support.</span> Who are you going to call when something breaks in your project management software? Knowing that you’re working with people who are willing and able to help you come up with a solution to your app’s issues is a treasure</li></ul>\r\n<p class=\"align-left\">&nbsp;</p>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Production_Planning.png","alias":"production-planning"},"471":{"id":471,"title":"Hardware","description":" Computer hardware includes the physical, tangible parts or components of a computer, such as the cabinet, central processing unit, monitor, keyboard, computer data storage, graphics card, sound card, speakers and motherboard. By contrast, software is instructions that can be stored and run by hardware. Hardware is so-termed because it is &quot;hard&quot; or rigid with respect to changes or modifications; whereas software is &quot;soft&quot; because it is easy to update or change. Intermediate between software and hardware is &quot;firmware&quot;, which is software that is strongly coupled to the particular hardware of a computer system and thus the most difficult to change but also among the most stable with respect to consistency of interface. The progression from levels of &quot;hardness&quot; to &quot;softness&quot; in computer systems parallels a progression of layers of abstraction in computing.\r\nHardware is typically directed by the software to execute any command or instruction. A combination of hardware and software forms a usable computing system, although other systems exist with only hardware components.\r\nThe template for all modern computers is the Von Neumann architecture, detailed in a 1945 paper by Hungarian mathematician John von Neumann. This describes a design architecture for an electronic digital computer with subdivisions of a processing unit consisting of an arithmetic logic unit and processor registers, a control unit containing an instruction register and program counter, a memory to store both data and instructions, external mass storage, and input and output mechanisms. The meaning of the term has evolved to mean a stored-program computer in which an instruction fetch and a data operation cannot occur at the same time because they share a common bus. This is referred to as the Von Neumann bottleneck and often limits the performance of the system.","materialsDescription":" <span style=\"font-weight: bold; \">What does Hardware (H/W) mean?</span>\r\nHardware (H/W), in the context of technology, refers to the physical elements that make up a computer or electronic system and everything else involved that is physically tangible. This includes the monitor, hard drive, memory and CPU. Hardware works hand-in-hand with firmware and software to make a computer function.\r\n<span style=\"font-weight: bold; \">What are the types of computer systems?</span>\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Personal computer</span></span>\r\nThe personal computer, also known as the PC, is one of the most common types of computer due to its versatility and relatively low price. Laptops are generally very similar, although they may use lower-power or reduced size components, thus lower performance.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Case</span></span>\r\nThe computer case encloses and holds most of the components of the system. It provides mechanical support and protection for internal elements such as the motherboard, disk drives, and power supplies, and controls and directs the flow of cooling air over internal components. The case is also part of the system to control electromagnetic interference radiated by the computer, and protects internal parts from electrostatic discharge. Large tower cases provide extra internal space for multiple disk drives or other peripherals and usually stand on the floor, while desktop cases provide less expansion room. All-in-one style designs include a video display built into the same case. Portable and laptop computers require cases that provide impact protection for the unit. A current development in laptop computers is a detachable keyboard, which allows the system to be configured as a touch-screen tablet. Hobbyists may decorate the cases with colored lights, paint, or other features, in an activity called case modding.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Power supply</span></span>\r\nA power supply unit (PSU) converts alternating current (AC) electric power to low-voltage direct current (DC) power for the internal components of the computer. Laptops are capable of running from a built-in battery, normally for a period of hours. The PSU typically uses a switched-mode power supply (SMPS), with power MOSFETs (power metal–oxide–semiconductor field-effect transistors) used in the converters and regulator circuits of the SMPS.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Motherboard</span></span>\r\nThe motherboard is the main component of a computer. It is a board with integrated circuitry that connects the other parts of the computer including the CPU, the RAM, the disk drives (CD, DVD, hard disk, or any others) as well as any peripherals connected via the ports or the expansion slots. The integrated circuit (IC) chips in a computer typically contain billions of tiny metal–oxide–semiconductor field-effect transistors (MOSFETs).\r\nComponents directly attached to or to part of the motherboard include:\r\n<ul><li><span style=\"font-weight: bold; \">The CPU (central processing unit)</span>, which performs most of the calculations which enable a computer to function, and is referred to as the brain of the computer which get a hold of program instruction from random-access memory (RAM), interprets and processes it and then send it backs to computer result so that the relevant components can carry out the instructions. The CPU is a microprocessor, which is fabricated on a metal–oxide–semiconductor (MOS) integrated circuit (IC) chip. It is usually cooled by a heat sink and fan, or water-cooling system. Most newer CPU include an on-die graphics processing unit (GPU). The clock speed of CPU governs how fast it executes instructions, and is measured in GHz; typical values lie between 1 GHz and 5 GHz. Many modern computers have the option to overclock the CPU which enhances performance at the expense of greater thermal output and thus a need for improved cooling.</li><li><span style=\"font-weight: bold; \">The chipset</span>, which includes the north bridge, mediates communication between the CPU and the other components of the system, including main memory; as well as south bridge, which is connected to the north bridge, and supports auxiliary interfaces and buses; and, finally, a Super I/O chip, connected through the south bridge, which supports the slowest and most legacy components like serial ports, hardware monitoring and fan control.</li><li><span style=\"font-weight: bold; \">Random-access memory (RAM)</span>, which stores the code and data that are being actively accessed by the CPU. For example, when a web browser is opened on the computer it takes up memory; this is stored in the RAM until the web browser is closed. It is typically a type of dynamic RAM (DRAM), such as synchronous DRAM (SDRAM), where MOS memory chips store data on memory cells consisting of MOSFETs and MOS capacitors. RAM usually comes on dual in-line memory modules (DIMMs) in the sizes of 2GB, 4GB, and 8GB, but can be much larger.</li><li><span style=\"font-weight: bold; \">Read-only memory (ROM)</span>, which stores the BIOS that runs when the computer is powered on or otherwise begins execution, a process known as Bootstrapping, or &quot;booting&quot; or &quot;booting up&quot;. The ROM is typically a nonvolatile BIOS memory chip, which stores data on floating-gate MOSFET memory cells.</li><li><span style=\"font-weight: bold; \">The BIOS (Basic Input Output System)</span> includes boot firmware and power management firmware. Newer motherboards use Unified Extensible Firmware Interface (UEFI) instead of BIOS.</li><li><span style=\"font-weight: bold; \">Buses</span> that connect the CPU to various internal components and to expand cards for graphics and sound.</li><li><span style=\"font-weight: bold; \">The CMOS</span> (complementary MOS) battery, which powers the CMOS memory for date and time in the BIOS chip. This battery is generally a watch battery.</li><li><span style=\"font-weight: bold; \">The video card</span> (also known as the graphics card), which processes computer graphics. More powerful graphics cards are better suited to handle strenuous tasks, such as playing intensive video games or running computer graphics software. A video card contains a graphics processing unit (GPU) and video memory (typically a type of SDRAM), both fabricated on MOS integrated circuit (MOS IC) chips.</li><li><span style=\"font-weight: bold; \">Power MOSFETs</span> make up the voltage regulator module (VRM), which controls how much voltage other hardware components receive.</li></ul>\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Expansion cards</span></span>\r\nAn expansion card in computing is a printed circuit board that can be inserted into an expansion slot of a computer motherboard or backplane to add functionality to a computer system via the expansion bus. Expansion cards can be used to obtain or expand on features not offered by the motherboard.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Storage devices</span></span>\r\nA storage device is any computing hardware and digital media that is used for storing, porting and extracting data files and objects. It can hold and store information both temporarily and permanently, and can be internal or external to a computer, server or any similar computing device. Data storage is a core function and fundamental component of computers.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Fixed media</span></span>\r\nData is stored by a computer using a variety of media. Hard disk drives (HDDs) are found in virtually all older computers, due to their high capacity and low cost, but solid-state drives (SSDs) are faster and more power efficient, although currently more expensive than hard drives in terms of dollar per gigabyte, so are often found in personal computers built post-2007. SSDs use flash memory, which stores data on MOS memory chips consisting of floating-gate MOSFET memory cells. Some systems may use a disk array controller for greater performance or reliability.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Removable media</span></span>\r\nTo transfer data between computers, an external flash memory device (such as a memory card or USB flash drive) or optical disc (such as a CD-ROM, DVD-ROM or BD-ROM) may be used. Their usefulness depends on being readable by other systems; the majority of machines have an optical disk drive (ODD), and virtually all have at least one Universal Serial Bus (USB) port.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Input and output peripherals</span></span>\r\nInput and output devices are typically housed externally to the main computer chassis. The following are either standard or very common to many computer systems.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Input</span></span>\r\nInput devices allow the user to enter information into the system, or control its operation. Most personal computers have a mouse and keyboard, but laptop systems typically use a touchpad instead of a mouse. Other input devices include webcams, microphones, joysticks, and image scanners.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Output device</span></span>\r\nOutput devices display information in a human readable form. Such devices could include printers, speakers, monitors or a Braille embosser.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Mainframe computer</span></span>\r\nA mainframe computer is a much larger computer that typically fills a room and may cost many hundreds or thousands of times as much as a personal computer. They are designed to perform large numbers of calculations for governments and large enterprises.\r\n<span style=\"font-style: italic; \"><span style=\"font-weight: bold; \">Departmental computing</span></span>\r\nIn the 1960s and 1970s, more and more departments started to use cheaper and dedicated systems for specific purposes like process control and laboratory automation.\r\n<span style=\"font-style: italic;\"><span style=\"font-weight: bold;\">Supercomputer</span></span>\r\nA supercomputer is superficially similar to a mainframe, but is instead intended for extremely demanding computational tasks. As of June 2018, the fastest supercomputer on the TOP500supercomputer list is the Summit, in the United States, with a LINPACK benchmarkscore of 122.3 PFLOPS Light, by around 29 PFLOPS.\r\nThe term supercomputer does not refer to a specific technology. Rather it indicates the fastest computations available at any given time. In mid 2011, the fastest supercomputers boasted speeds exceeding one petaflop, or 1 quadrillion (10^15 or 1,000 trillion) floating point operations per second. Supercomputers are fast but extremely costly, so they are generally used by large organizations to execute computationally demanding tasks involving large data sets. Supercomputers typically run military and scientific applications. Although costly, they are also being used for commercial applications where huge amounts of data must be analyzed. For example, large banks employ supercomputers to calculate the risks and returns of various investment strategies, and healthcare organizations use them to analyze giant databases of patient data to determine optimal treatments for various diseases and problems incurring to the country. ","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/icon_Hardware.jpg","alias":"hardware"}},"branches":"Information Technology","companySizes":"More than 2000 Employees","companyUrl":"http://hexagon.com","countryCodes":[],"certifications":[],"isSeller":true,"isSupplier":false,"isVendor":true,"presenterCodeLng":"","seo":{"title":"Hexagon","keywords":"","description":" <span style=\"font-weight: bold;\">Hexagon </span>is a global leader in sensor, software and autonomous technologies committed to a simple, yet powerful purpose: Putting data to work to empower an autonomous future. Hexagon emerged as a global a leader in senso","og:title":"Hexagon","og:description":" <span style=\"font-weight: bold;\">Hexagon </span>is a global leader in sensor, software and autonomous technologies committed to a simple, yet powerful purpose: Putting data to work to empower an autonomous future. Hexagon emerged as a global a leader in senso","og:image":"https://old.roi4cio.com/uploads/roi/company/hexagon.jpg"},"eventUrl":"","vendorPartners":[],"supplierPartners":[],"vendoredProducts":[{"id":6575,"logoURL":"https://old.roi4cio.com/fileadmin/user_upload/hexagon.jpg","logo":true,"scheme":false,"title":"GeoMedia","vendorVerified":0,"rating":"0.00","implementationsCount":0,"suppliersCount":0,"supplierPartnersCount":0,"alias":"geomedia","companyTitle":"Hexagon","companyTypes":["vendor"],"companyId":9016,"companyAlias":"hexagon","description":"<span style=\"font-weight: bold;\">GeoMedia&nbsp; </span>provides simultaneous access&nbsp;&nbsp; to geospatial data in almost any form and displays it in a single unified map view for efficient processing, analysis, presentation, and sharing. GeoMedia’s functionality makes it ideal for extracting information from an array of dynamically changing data to support making informed, smarter decisions.\r\n<ul><li>SUPERIOR DATA ACCESS</li></ul>\r\nGeoMedia gives you the freedom to spend less time trying to connect to your data so you can focus on what you want to achieve with it. GeoMedia is a leading GIS software choice among users who want to connect directly to the spatially- enabled databases they already use—such as Oracle, SQL Server, and PostGIS data server—without using importers&nbsp; or converters. Additionally, GeoMedia can access many common geospatial file formats, most computer-aided design (CAD) formats (MicroStation and AutoCAD), Esri’s ArcView and File GeoDatabase, KML, simple text files, and OGC web services such as WMS, WMTS, and WFS. GeoMedia also includes an ERDAS APOLLO catalog explorer to spatially search, find and display image data directly in the map window.\r\n<ul><li>DATA VALIDATION AND QUALITY ASSURANCE</li></ul>\r\nGeoMedia offers a multitude of options for ensuring the data you add to your GIS is high quality and that it remains that way during its lifespan.\r\nGeoMedia streamlines the addition of large volumes of data to your enterprise database, ensures the data meets your standards for completeness (attributes are populated and geometry is valid), and matches the data model your organization uses. It lets you ingest and integrate multiple data sources with differing schemas into a&nbsp; single, high-quality source.\r\nGeoMedia provides smart feature modeling capabilities that recognize the relationships between features representing real-world objects in a network, such as sewer, water, electric, or gas assets. By recognizing those relationships during the editing process, GeoMedia increases operator productivity and helps ensure that edits are consistent with real-world business rules so the network is always represented correctly within your GIS.\r\n<ul><li> SOPHISTICATED, DYNAMIC ANALYSIS</li></ul>\r\nGeoMedia gives you the power to perform sophisticated analysis to extract information from data stored in multiple databases on different platforms and a variety of different files, all at once. It also enables you to create queries of unlimited intricacy, creating and concatenating queries together so that the results of one query feed into another query dynamically.\r\nAs the data changes, GeoMedia updates the results for you automatically, giving you a living picture of the real-life situations portrayed by your data. This capability can also be used to conduct powerful “what-if” analyses for strategic planning.\r\nWhenever you need to find a location or address as part of your analysis, GeoMedia’s address geocoding and matching is fast and accurate and works with your data regardless of where you are in the world. GeoMedia lets you properly identify a location within your street network using both rooftop and centerline models.\r\nGeoMedia supports a wide range of coordinate reference systems from around the world and seamlessly performs on- the-fly transformation of both vector and raster data into the CRS&nbsp; you choose for your map.","shortDescription":"GeoMedia is a powerful, flexible GIS management platform that lets you aggregate data from a variety of sources and analyze them in unison to extract clear, actionable information.","type":null,"isRoiCalculatorAvaliable":false,"isConfiguratorAvaliable":false,"bonus":100,"usingCount":0,"sellingCount":0,"discontinued":0,"rebateForPoc":0,"rebate":0,"seo":{"title":"GeoMedia","keywords":"","description":"<span style=\"font-weight: bold;\">GeoMedia&nbsp; </span>provides simultaneous access&nbsp;&nbsp; to geospatial data in almost any form and displays it in a single unified map view for efficient processing, analysis, presentation, and sharing. GeoMedia’s functio","og:title":"GeoMedia","og:description":"<span style=\"font-weight: bold;\">GeoMedia&nbsp; </span>provides simultaneous access&nbsp;&nbsp; to geospatial data in almost any form and displays it in a single unified map view for efficient processing, analysis, presentation, and sharing. GeoMedia’s functio","og:image":"https://old.roi4cio.com/fileadmin/user_upload/hexagon.jpg"},"eventUrl":"","translationId":6575,"dealDetails":null,"roi":null,"price":null,"bonusForReference":null,"templateData":[],"testingArea":"","categories":[{"id":57,"title":"Engineering Applications","alias":"engineering-applications","description":"Specific segmentations of <span style=\"font-weight: bold;\">Engineering Applications</span> include software packages, such as 2D CAD, 3D CAD, engineering analysis, project software and services, collaborative engineering software, and asset information management. These tools are used not only for asset creation but also to manage data and information throughout the lifecycle of physical assets in both infrastructure and industry. Application of optimization techniques in engineering provides as-built information to owners for operations and maintenance requirements, as well as a document for any modifications to the facility.<span style=\"font-weight: bold; \"></span>\r\n<span style=\"font-weight: bold; \">Computer-aided design (CAD)</span> is the use of computers (or workstations) to aid in the creation, modification, analysis, or optimization of a design. CAD software is used to increase the productivity of the designer, improve the quality of design, improve communications through documentation, and to create a database for manufacturing. Computer engineering and intelligent systems output is often in the form of electronic files for print, machining, or other manufacturing operations. \r\nIts use in designing electronic systems is known as electronic design automation (EDA). Application of CAD in mechanical engineering is known as mechanical design automation (MDA) or computer-aided drafting (CAD), which includes the process of creating a technical drawing with the use of computer software.\r\nCAD software for mechanical design uses either vector-based graphics to depict the objects of traditional drafting, or may also produce raster graphics showing the overall appearance of designed objects. However, it involves more than just shapes. As in the manual drafting of technical and engineering drawings, the output of CAD must convey information, such as materials, processes, dimensions, and tolerances, according to application-specific conventions.\r\nCAD is an important industrial art extensively used in many engineering applications, including automotive, shipbuilding, and aerospace industries, industrial and architectural design, electrical engineering app, prosthetics, environmental engineering applications, and many more. \r\nEngineering apps and software are: 2D layout and CAD software, 3D design and visualization systems, Pre-engineering and FEED applications, Engineering information management systems, Asset lifecycle information management systems, Asset performance management systems, P&amp;ID and piping layout design, 3D laser scanning and point cloud modeling, 3D augmented reality simulation systems, 3D virtual reality simulation based on other technologies (photometry, etc.), 3D virtual simulation for operator training, Electrical Engineering applications and HVAC design, Engineering analysis tools, Civil engineering design packages, Fabrication and construction management systems, Software implementation services, Software maintenance &amp; support services, Software as a service including deployment (Cloud, subscription, etc.), Collaborative software for engineering workflows, Associated databases and interfaces.","materialsDescription":"<h1 class=\"align-center\">2D and 3D CAD software</h1>\r\n<p class=\"align-left\">General-purpose CAD software includes a wide range of 2D and 3D software. Before delving into the more specific types of CAD software, it’s important to understand the difference between 2D and 3D CAD and the various industries that leverage them.</p>\r\n<p class=\"align-left\">2D CAD software offers a platform to design in two dimensions. Since 2D CAD does not allow for the creation of perspectives or scale, it is often used for drawing, sketching and drafting conceptual designs. 2D CAD is often used for floor plan development, building permit drawing and building inspection planning. Since it is mainly used as a tool for conceptual design, it is also a great starting point for most 3D designs. This gives users a basic overview of dimension and scale before they move on to 3D design. 2D CAD typically runs at a significantly lower price since it does not provide the same scale of tools and breadth of features.</p>\r\n<p class=\"align-left\">3D CAD provides a platform for designing 3D objects. The main feature of this type of CAD software is 3D solid modeling. This lets designers create objects with length, width and height, allowing more accurate scaling and visualization. With this feature, users can push and pull surfaces and manipulate designs to adjust measurements. Once the 3D design is to your liking, you can transfer it to a 3D rendering software and place the designs in fully realized 3D landscapes.</p>\r\n<h1 class=\"align-center\">BIM software</h1>\r\n<p class=\"align-left\">One of the more specific types of 3D CAD software is building information modeling software, also known as BIM software. BIM software is intended to aid in the design and construction of buildings specifically. BIM software provides users with the ability to break down building parts and see how they fit into a single finalized structure. Users can isolate walls, columns, windows, doors, etc., and alter the design. Engineers, architect, and manufacturers are just some of the professionals that use BIM software on a regular basis.</p>\r\n<h1 class=\"align-center\">Civil engineering design software</h1>\r\n<p class=\"align-left\">Civil engineering design software allows users to design 3D models of municipal buildings and structures. This includes tools for railway modeling, highway design and city infrastructure planning. Similar to BIM, civil engineering design software helps in every stage of the design process by breaking it down to drafting, designing and visualizing the final product. Best app for civil engineering also helps designers determine building costs. Civil engineering design software is perfect for engineers working in public and civil departments including transportation, structural and geotech.</p>\r\n<h1 class=\"align-center\">3D printing software</h1>\r\n<p class=\"align-left\">3D printing software facilitates the printing of real-life 3D objects. When users design an object, it can bу translated into a 3D printing software. The software then relays instructions on how to print that design to an actual 3D printer. The 3D printing software sends instructions to just print out certain parts of an object, or it can print out the entirety of an object. Some CAD software doubles as 3D printing software so you can seamlessly produce actual 3D objects all from one platform. 3D printing software can be used by manufacturers and architects to build machine or building parts. This greatly reduces production costs, as manufacturers no longer need offsite locations for manufacturing. It also gives companies a rapid test drive to see how a product would look if it were mass produced.</p>","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/Engineering_Applications.png"},{"id":60,"title":"GIS - Geographic information system","alias":"gis-geographic-information-system","description":"<span style=\"font-weight: bold; \">A geographic information system (GIS)</span> is a framework for gathering, managing, and analyzing data. Rooted in the science of geography, GIS integrates many types of data. It analyzes spatial location and organizes layers of information into visualizations using maps and 3D scenes. ​With this unique capability, GIS reveals deeper insights into data, such as patterns, relationships, and situations — helping users make smarter decisions.\r\n <span style=\"font-weight: bold; \">GIS applications</span> are tools that allow users to create interactive queries (user-created searches), analyze spatial information, edit data in maps, and present the results of all these operations. GIS (more commonly GIScience) sometimes refers to geographic information science (GIScience), the science underlying geographic concepts, applications, and systems. Since the mid-1980s, geographic information systems have become valuable tool used to support a variety of city and regional planning functions.\r\nGIS can refer to a number of different technologies, processes, techniques and methods. It is attached to many operations and has many applications related to engineering, planning, management, transport/logistics, insurance, telecommunications, and business. For that reason, GIS and location intelligence applications can be the foundation for many location-enabled services that rely on analysis and visualization.\r\nGIS can relate unrelated information by using location as the key index variable. Locations or extents in the Earth space–time may be recorded as dates/times of occurrence, and x, y, and z coordinates representing, longitude, latitude, and elevation, respectively. All Earth-based spatial–temporal location and extent references should be relatable to one another and ultimately to a &quot;real&quot; physical location or extent. This key characteristic of GIS has begun to open new avenues of scientific inquiry.\r\nGeographic Information Systems are powerful decision-making tools for any business or industry since it allows the analyzation of environmental, demographic, and topographic data. Data intelligence compiled from gis software applications help companies and various industries, and consumers, make informed decisions.\r\n<span style=\"font-weight: bold; \">Mapping.</span> GIS can be used to provide a visual interpretation of data. Google Maps is an excellent example of a web-based GIS mapping solution that people use for everyday navigation purposes.\r\n<span style=\"font-weight: bold; \">Telecom and Network Services.</span> Organizations can incorporate geographic data into their complex network design, optimization, planning, and maintenance activities. This data enhances telecom processes through better customer-relationship management and location services.\r\n<span style=\"font-weight: bold; \">Environmental Impact Analysis.</span> Data gathered via GIS program is vital for conserving natural resources and protecting the environment. Impact statements assess the magnitude of human impact on the environment, which GIS integration helps indicate.\r\n <span style=\"font-weight: bold; \">Agricultural Applications.</span> Geo informatic system data helps create more efficient farming techniques, alongside analyzing soil data in an advanced fashion. This can increase food production in different parts of the world.\r\n<span style=\"font-weight: bold; \">Navigation. </span>Web-based navigation maps use geo info systemsdata to provide the public with useful information. Web maps are regularly updated per GIS information and are used consistently in everyday life.\r\n<span style=\"font-weight: bold; \">Banking.</span> Banking has evolved to become market-driven, and a bank’s success depends mainly on its ability to provide customer-driven services. GIS data plays an essential role in planning, organizing, and decision making in the banking industry.\r\n<span style=\"font-weight: bold; \">Planning and Community Development. </span>GIS data helps us understand and meet global challenges. As GIS technology rapidly advances, there are various innovative applications in the planning sector. GIS tools can be used to integrate geographic intelligence into planning processes, and have the potential to change how we think and behave.","materialsDescription":"<h1 class=\"align-center\">How does GIS work? </h1>\r\nGIS technology applies geographic science with tools for understanding and collaboration. It helps people reach a common goal: to gain actionable intelligence from all types of data.\r\n<ul><li><span style=\"font-weight: bold; \">Maps: </span>maps are the geographic container for the data layers and analytics you want to work with. GIS maps are easily shared and embedded in apps, and accessible by virtually everyone, everywhere.<span style=\"font-weight: bold; \"><br /></span></li><li><span style=\"font-weight: bold; \">Data:</span> GIS integrates many different kinds of data layers using spatial location. Most data has a geographic component. GIS data includes imagery, features, and basemaps linked to spreadsheets and tables.</li><li><span style=\"font-weight: bold; \">Analysis:</span> spatial analysis lets you evaluate suitability and capability, estimate and predict, interpret and understand, and much more, lending new perspectives to your insight and decision-making.</li><li><span style=\"font-weight: bold; \">Apps:</span> apps provide focused user experiences for getting work done and bringing GIS to life for everyone. GIS apps work virtually everywhere: on your mobile phones, tablets, in web browsers, and on desktops.</li></ul>\r\n<h1 class=\"align-center\">What are the benefits benefits of Geographic Information Systems?</h1>\r\nMany different types of information can be compared and contrasted using GIS. The geo information services can include data about people, such as population, income, or education level. It can include information about the landscape, such as the location of streams, different kinds of vegetation, and different kinds of soil. It can include information about the sites of factories, farms, and schools, or storm drains, roads, and electric power lines.\r\nWith GIS technology, people can compare the locations of different things in order to discover how they relate to each other. For example, using GIS, a single map could include sites that produce pollution, such as factories, and sites that are sensitive to pollution, such as wetlands and rivers. Such a map would help people determine where water supplies are most at risk.\r\n<h1 class=\"align-center\">What is GIS Mapping Software?</h1>\r\nGeographic information software lets you produce maps and other graphic displays of geographic information for analysis and presentation. With these capabilities a GIS is a valuable tool to visualize spatial data or to build decision support systems for use in your organization.\r\nA GIS stores data on geographical features and their characteristics. The features are typically classified as points, lines, or areas, or as raster images. On a map city data could be stored as points, road data could be stored as lines, and boundaries could be stored as areas, while aerial photos or scanned maps could be stored as raster images.\r\n<h1 class=\"align-center\">Application of Geographic Information Systems</h1>\r\nGIS can be used as tool in both problem solving and decision making processes, as well as for visualization of data in a spatial environment.&nbsp; Geospatial data can be analyzed to determine (1) the location of features and relationships to other features, (2) where the most and/or least of some feature exists, (3) the density of features in a given space, (4) what is happening inside an area of interest , (5) what is happening nearby some feature or phenomenon, and (6) and how a specific area has changed over time (and in what way).\r\n\r\n\r\n\r\n","iconURL":"https://old.roi4cio.com/fileadmin/user_upload/GIS_-_Geographic_information_system.png"}],"characteristics":[],"concurentProducts":[],"jobRoles":[],"organizationalFeatures":[],"complementaryCategories":[],"solutions":[],"materials":[],"useCases":[],"best_practices":[],"values":[],"implementations":[]}],"suppliedProducts":[],"partnershipProgramme":null}},"aliases":{},"links":{},"meta":{},"loading":false,"error":null},"implementations":{"implementationsByAlias":{},"aliases":{},"links":{},"meta":{},"loading":false,"error":null},"agreements":{"agreementById":{},"ids":{},"links":{},"meta":{},"loading":false,"error":null},"comparison":{"loading":false,"error":false,"templatesById":{},"comparisonByTemplateId":{},"products":[],"selectedTemplateId":null},"presentation":{"type":null,"company":{},"products":[],"partners":[],"formData":{},"dataLoading":false,"dataError":false,"loading":false,"error":false},"catalogsGlobal":{"subMenuItemTitle":""}}