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    TERM PAPER

    Automation in Operations

    Management

    Operations Management

    Srinidhi Rangarajan

    1PB11MBA34

    3rd

    SEM M.B.A

    PESIT

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    Abstract

    This paper consists of a brief discussion on automation in operations management. This paper

    tries to study how automation is implemented in the modern world and whether it is of any

    use or not in helping the various sectors it is being implemented in.

    This paper contains:

    Introduction to operations management Introduction to Automation Literature study More on automation Applications

    Key words:

    AutomationOperations managementAutomation toolsApplications

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    Introduction

    OPERATIONS MANAGEMENT

    Operations management is an area of management concerned with overseeing, designing,

    controlling the process of production and redesigning business operations in the production of

    goods and/or services. It involves the responsibility of ensuring that business operations are

    efficient in terms of using as few resources as needed, and effective in terms of meeting

    customer requirements. It is concerned with managing the process that converts inputs (in the

    forms of materials, labour, and energy) into outputs (in the form of goods and/or services).

    The relationship of operations management to senior management in commercial contexts

    can be compared to the relationship ofline officers to highest-level senior officers in military

    science. The highest-level officers shape the strategy and revise it over time, while the line

    officers make tactical decisions in support of carrying out the strategy. In business as in

    military affairs, the boundaries between levels are not always distinct; tactical information

    dynamically informs strategy, and individual people often move between roles over time.

    According to the U.S. Department of Education, operations management is the fieldconcerned with managing and directing the physical and/or technical functions of a firm or

    organization, particularly those relating to development, production, and manufacturing.

    Operations management programs typically include instruction in principles of general

    management, manufacturing and production systems, plant management, equipment

    maintenance management, production control, industrial labour relations and skilled trades

    supervision, strategic manufacturing policy, systems analysis, productivity analysis and cost

    control, and materials planning Management, including operations management, is likeengineering in that it blends art with applied science. People skills, creativity, rational

    analysis, and knowledge of technology are all required for success.

    http://en.wikipedia.org/wiki/Business_operationshttp://en.wikipedia.org/wiki/Effectivehttp://en.wikipedia.org/wiki/Senior_managementhttp://en.wikipedia.org/wiki/Line_officerhttp://en.wikipedia.org/wiki/Military_sciencehttp://en.wikipedia.org/wiki/Military_sciencehttp://en.wikipedia.org/wiki/Strategyhttp://en.wikipedia.org/wiki/Military_tacticshttp://en.wikipedia.org/wiki/Engineeringhttp://en.wikipedia.org/wiki/Applied_sciencehttp://en.wikipedia.org/wiki/Applied_sciencehttp://en.wikipedia.org/wiki/Engineeringhttp://en.wikipedia.org/wiki/Military_tacticshttp://en.wikipedia.org/wiki/Strategyhttp://en.wikipedia.org/wiki/Military_sciencehttp://en.wikipedia.org/wiki/Military_sciencehttp://en.wikipedia.org/wiki/Line_officerhttp://en.wikipedia.org/wiki/Senior_managementhttp://en.wikipedia.org/wiki/Effectivehttp://en.wikipedia.org/wiki/Business_operations
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    AUTOMATION

    Automation is the use of machines, control systems and information technologies to

    optimize productivity in the production of goods and delivery of services. The correct

    incentive for applying automation is to increase productivity, and/or quality beyond that

    possible with current human labour levels so as to realize economies of scale, and/or realize

    predictable quality levels. The incorrect application of automation, which occurs most often,

    is an effort to eliminate or replace human labour. Simply put, whereas correct application of

    automation can net as much as 3 to 4 times original output with no increase in current human

    labour costs, incorrect application of automation can only save a fraction of current labour

    level costs. In the scope ofindustrialisation, automation is a step beyond mechanisation.

    Whereas mechanisation provides human operators with machinery to assist them with the

    muscular requirements of work, automation greatly decreases the need for human sensory

    and mental requirements while increasing load capacity, speed, and repeatability. Automation

    plays an increasingly important role in the world economy and in daily experience.

    Automation has had a notable impact in a wide range of industries beyond manufacturing

    (where it began). Once-ubiquitous telephone operators have been replaced largely by

    automated telephone switchboards and answering machines. Medical processes such as

    primary screening in electrocardiography or radiography and laboratory analysis of human

    genes, sera, cells, and tissues are carried out at much greater speed and accuracy by

    automated systems. Automated teller machines have reduced the need for bank visits to

    obtain cash and carry out transactions. In general, automation has been responsible for the

    shift in the world economy from industrial jobs to service jobs in the 20th and 21st centuries.

    The term automation, inspired by the earlier wordautomatic(coming fromautomaton), was

    not widely used before 1947, when General Motors established the automation department.

    At that time automation technologies were electrical, mechanical, hydraulic and pneumatic.

    Between 1957 and 1964 factory output nearly doubled while the number of blue collar

    workers started to decline.

    http://en.wikipedia.org/wiki/Control_systemhttp://en.wikipedia.org/wiki/Information_technologyhttp://en.wikipedia.org/wiki/Industrialisationhttp://en.wikipedia.org/wiki/Mechanisationhttp://en.wikipedia.org/wiki/Machinehttp://en.wikipedia.org/wiki/World_economyhttp://en.wikipedia.org/wiki/Manufacturinghttp://en.wikipedia.org/wiki/Telephone_operatorhttp://en.wikipedia.org/wiki/Telephone_switchboardhttp://en.wikipedia.org/wiki/Electrocardiographyhttp://en.wikipedia.org/wiki/Radiographyhttp://en.wikipedia.org/wiki/Geneshttp://en.wikipedia.org/wiki/Blood_plasmahttp://en.wikipedia.org/wiki/Cell_(biology)http://en.wikipedia.org/wiki/Biological_tissuehttp://en.wikipedia.org/wiki/Automated_teller_machinehttp://en.wikipedia.org/wiki/Automatichttp://en.wikipedia.org/wiki/Automatichttp://en.wikipedia.org/wiki/Automatichttp://en.wikipedia.org/wiki/Automatonhttp://en.wikipedia.org/wiki/Automatonhttp://en.wikipedia.org/wiki/Automatonhttp://en.wikipedia.org/wiki/Automatonhttp://en.wikipedia.org/wiki/Automatichttp://en.wikipedia.org/wiki/Automated_teller_machinehttp://en.wikipedia.org/wiki/Biological_tissuehttp://en.wikipedia.org/wiki/Cell_(biology)http://en.wikipedia.org/wiki/Blood_plasmahttp://en.wikipedia.org/wiki/Geneshttp://en.wikipedia.org/wiki/Radiographyhttp://en.wikipedia.org/wiki/Electrocardiographyhttp://en.wikipedia.org/wiki/Telephone_switchboardhttp://en.wikipedia.org/wiki/Telephone_operatorhttp://en.wikipedia.org/wiki/Manufacturinghttp://en.wikipedia.org/wiki/World_economyhttp://en.wikipedia.org/wiki/Machinehttp://en.wikipedia.org/wiki/Mechanisationhttp://en.wikipedia.org/wiki/Industrialisationhttp://en.wikipedia.org/wiki/Information_technologyhttp://en.wikipedia.org/wiki/Control_system
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    LITERATURE REVIEW

    A Short history on Automation Growth

    Automation has a few key segments. In the 1970's, the original DCS was developed in the 1970's by ateam of engineers at Honeywell, and the first PLC was the brainchild of inventor Dick Morley and

    others. Several innovative startups developed HMI software for PLCs and indusrial I/O. Innovative

    sensors and actuators came from some key companies. In a fragmented business, most innovators get

    stuck at growth plateuas and get bought out. But some continue to generate independent growth and

    success

    Trace the roots of all significant automation business segments and you'll find key people and

    innovations. Industrial instrumentation and controls has always been a hotbed of new products -

    improved sensors, amplifiers, displays, recorders, control elements, valves, actuators and other

    widgets and gismos. But the markets are relatively small, specialized and fragmented, and it's rare that

    any significant volume results directly from individual products. This model of business is greatly

    seen in technical sales as well

    Many automation companies were founded with innovative developments for niche

    applications. The target customers were usually local end-users who provided the opportunity

    to test new ideas, usually because of specific unmet needs. The successful startups expanded

    their products and markets beyond initially narrow applications and geographies, depending

    on the real value of the innovation, and also whether or not the founder was able to hire

    suitable management, sales & marketing leaders to grow the company beyond the initial

    entrepreneurial stages.

    Since automation is such a fragmented business, all the larger (multi-billion $) companies are

    mostly a conglomeration of products and services; each product segment generates relatively

    small volume, but lumped together they form sizable businesses.

    Companies such as Ametek and Spectris have grown primarily through acquisition of small,

    innovative, niche product companies where growth is self-limited either through lack of

    capital for new products and or global sales & market expansion. Indeed, these industrial

    mini-conglomerates thrive through astute and shrewd accumulation of innovative niche

    players. But few acquirers can come up with follow-through developments that match the

    original founder's innovations. And so the larger companies are usually satisfied with

    managed product extensions and expansions - with few, really innovative breakthroughs.

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    Innovative start ups which remain independent

    Omron in Japan is a standout. The company was founded in 1933 and has grown to be the

    largest industrial automation company in Japan. The unusual thing about Omron is that alone

    among any multi-billion corporations it devotes a significant amount of attention to its

    ethical, social and philosophical positions. This unusual ethos can be traced to the founder, an

    engineer Dr. Kazuma Tateisi, who has written a significant bookThe Eternal Venture

    Spirit. His innovative yet practical entrepreneurial philosophy continues in the corporate

    culture of this significant company. The company continues to stimulate significant

    innovation and a plethora of new products, and has grown to several billion $ worldwide,

    targeting a doubling in revenues by the end of this decade

    Another innovative start up National Instruments, headquartered in Austin, Texas, has about

    4,000 employees, 2006 revenue of $660M, trading on NASDAQ with market-cap of over $

    2B. The company was co-founded in 1976 by Dr. James Truchard, while he was still at

    University of Texas, Austin. In 1986, Jim Truchard and Jeff Kodosky (who is also still at NI)

    invented LabVIEW graphical development software. The intuitive graphical environment of

    LabVIEW revolutionized the way engineers and scientists work, much like the spreadsheet

    provided a new way for financial professionals to do their jobs. The company is expected to

    grow well past the $ 1-billion benchmark and continue its independent growth and success.

    Future growth in automation

    Extrapolating automation history forward is an interesting challenge. In the past, growth

    inflection points have developed from new products and leadership (DCS, PLC, sensors,

    software). Today, growth is coming from global expansion and services, but that is only

    incremental, and not by any means a surge

    A new surge of growth will come through new technology (perhaps nanotech sensors, or

    wireless), production at the lowest cost for global distribution, and fast time-to-market (not

    impeded by standards committees and antiquated management conservatism). The managers,

    innovators and visionaries who recognize the possibilities will become the new leaders of

    tomorrow.

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    More on Automation

    The main advantages of automation are:

    Increased throughput or productivity. Improved quality or increased predictability of quality. Improved robustness (consistency), of processes or product.

    The following methods are often employed to improve productivity, quality, or robustness.

    Install automation in operations to reduce cycle time. Install automation where a high degree of accuracy is required. Replacing human operators in tasks that involve hard physical or monotonous work.[3] Replacing humans in tasks done in dangerous environments (i.e. fire, space,

    volcanoes, nuclear facilities, underwater, etc.)

    Performing tasks that are beyond human capabilities of size, weight, speed,endurance, etc.

    Economy improvement: Automation may improve in economy of enterprises, societyor most of humanity. For example, when an enterprise invests in automation,

    technology recovers its investment; or when a state or country increases its income

    due to automation like Germany or Japan in the 20th Century..

    The main disadvantages of automation are:

    Security Threats/Vulnerability: An automated system may have a limited level ofintelligence, and is therefore more susceptible to committing errors outside of its

    immediate scope of knowledge (e.g., it is typically unable to apply the rules of simple

    logic to general propositions).

    Unpredictable/excessive development costs: The research and development cost ofautomating a process may exceed the cost saved by the automation itself.

    High initial cost: The automation of a new product or plant typically requires a verylarge initial investment in comparison with the unit cost of the product, although the

    cost of automation may be spread among many products and over time.

    In manufacturing, the purpose of automation has shifted to issues broader than productivity,

    cost, and time.

    http://en.wikipedia.org/wiki/Automation#cite_note-2http://en.wikipedia.org/wiki/Automation#cite_note-2http://en.wikipedia.org/wiki/Automation#cite_note-2http://en.wikipedia.org/wiki/Germanyhttp://en.wikipedia.org/wiki/Japanhttp://en.wikipedia.org/wiki/Research_and_developmenthttp://en.wikipedia.org/wiki/Product_(business)http://en.wikipedia.org/wiki/Planthttp://en.wikipedia.org/wiki/Planthttp://en.wikipedia.org/wiki/Product_(business)http://en.wikipedia.org/wiki/Research_and_developmenthttp://en.wikipedia.org/wiki/Japanhttp://en.wikipedia.org/wiki/Germanyhttp://en.wikipedia.org/wiki/Automation#cite_note-2
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    Reliability and precision

    The old focus on using automation simply to increase productivity and reduce costs was seen

    to be short-sighted, because it is also necessary to provide a skilled workforce who can make

    repairs and manage the machinery. Moreover, the initial costs of automation were high and

    often could not be recovered by the time entirely new manufacturing processes replaced the

    old. (Japan's "robot junkyards" were once world famous in the manufacturing industry.)

    Automation is now often applied primarily to increase quality in the manufacturing process,

    where automation can increase quality substantially. For example, internal combustion engine

    pistons used to be installed manually. This is rapidly being transitioned to automated machine

    installation, because the error rate for manual installment was around 1-1.5%, but has beenreduced to 0.00001% with automation.

    Health and environment

    The costs of automation to the environment are different depending on the technology,

    product or engine automated. There are automated engines that consume more energy

    resources from the Earth in comparison with previous engines and those that do the opposite

    too. Hazardous operations, such as oil refining, the manufacturing ofindustrial chemicals,

    and all forms ofmetal working, were always early contenders for automation.

    Convertibility and turnaround time

    Another major shift in automation is the increased demand for flexibility and convertibility in

    manufacturing processes. Manufacturers are increasingly demanding the ability to easily

    switch from manufacturing Product A to manufacturing Product B without having to

    completely rebuild the production lines. Flexibility and distributed processes have led to the

    introduction ofAutomated Guided Vehicles with Natural Features Navigation.

    Digital electronics helped too. Former analogue-based instrumentation was replaced by

    digital equivalents which can be more accurate and flexible, and offer greater scope for more

    sophisticated configuration, parameterization and operation. This was accompanied by the

    field bus revolution which provided a networked (i.e. a single cable) means of

    communicating between control systems and field level instrumentation, eliminating hard-

    wiring..

    http://en.wikipedia.org/wiki/Internal_combustion_enginehttp://en.wikipedia.org/wiki/Pistonhttp://en.wikipedia.org/wiki/Oil_refininghttp://en.wikipedia.org/wiki/Chemical_industryhttp://en.wikipedia.org/wiki/Metal_workinghttp://en.wikipedia.org/wiki/Production_linehttp://en.wikipedia.org/wiki/Automated_Guided_Vehiclehttp://en.wikipedia.org/wiki/Fieldbushttp://en.wikipedia.org/wiki/Fieldbushttp://en.wikipedia.org/wiki/Automated_Guided_Vehiclehttp://en.wikipedia.org/wiki/Production_linehttp://en.wikipedia.org/wiki/Metal_workinghttp://en.wikipedia.org/wiki/Chemical_industryhttp://en.wikipedia.org/wiki/Oil_refininghttp://en.wikipedia.org/wiki/Pistonhttp://en.wikipedia.org/wiki/Internal_combustion_engine
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    Automation tools

    Engineers can now have numerical control over automated devices. The result has been a

    rapidly expanding range of applications and human activities. Computer-aided technologies

    (or CAx) now serve the basis for mathematical and organizational tools used to create

    complex systems. Notable examples of CAx include Computer-aided design (CAD software)

    and Computer-aided manufacturing (CAM software). The improved design, analysis, and

    manufacture of products enabled by CAx has been beneficial for industry

    Information technology, together with industrial machinery and processes, can assist in the

    design, implementation, and monitoring of control systems. One example of an industrial

    control system is a programmable logic controller (PLC). PLCs are specialized hardened

    computers which are frequently used to synchronize the flow of inputs from (physical)

    sensors and events with the flow of outputs to actuators and events. An automated online

    assistant on a website, with an avatar for enhanced humancomputer interaction.

    Human-machine interfaces (HMI) or computer human interfaces (CHI), formerly known as

    man-machine interfaces, are usually employed to communicate with PLCs and other

    computers. Service personnel who monitor and control through HMIs can be called by

    different names. In industrial process and manufacturing environments, they are called

    operators or something similar. In boiler houses and central utilities departments they are

    called stationary engineers. Different types of automation tools that exist:

    ANN - Artificial neural network BPM - Bonita Open Solution DCS - Distributed Control System HMI - Human Machine Interface SCADA - Supervisory Control and Data Acquisition PLC - Programmable Logic Controller PAC - Programmable automation controller Instrumentation Motion control Robotics

    http://en.wikipedia.org/wiki/Numerical_controlhttp://en.wikipedia.org/wiki/Computer-aided_technologieshttp://en.wikipedia.org/wiki/Computer-aided_designhttp://en.wikipedia.org/wiki/Computer-aided_manufacturinghttp://en.wikipedia.org/wiki/Information_technologyhttp://en.wikipedia.org/wiki/Industryhttp://en.wikipedia.org/wiki/Machineryhttp://en.wikipedia.org/wiki/Industrial_processhttp://en.wikipedia.org/wiki/Industrial_control_systemshttp://en.wikipedia.org/wiki/Industrial_control_systemshttp://en.wikipedia.org/wiki/Programmable_logic_controllerhttp://en.wikipedia.org/wiki/Sensorhttp://en.wikipedia.org/wiki/Automated_online_assistanthttp://en.wikipedia.org/wiki/Automated_online_assistanthttp://en.wikipedia.org/wiki/Avatar_(computing)http://en.wikipedia.org/wiki/Human%E2%80%93computer_interactionhttp://en.wikipedia.org/wiki/Human%E2%80%93computer_interactionhttp://en.wikipedia.org/wiki/Human%E2%80%93computer_interactionhttp://en.wikipedia.org/wiki/Human-computer_interactionhttp://en.wikipedia.org/wiki/Human%E2%80%93computer_interactionhttp://en.wikipedia.org/wiki/Artificial_neural_networkhttp://en.wikipedia.org/wiki/Bonita_Open_Solutionhttp://en.wikipedia.org/wiki/Distributed_Control_Systemhttp://en.wikipedia.org/wiki/Human_Machine_Interfacehttp://en.wikipedia.org/wiki/Supervisory_Control_and_Data_Acquisitionhttp://en.wikipedia.org/wiki/Programmable_Logic_Controllerhttp://en.wikipedia.org/wiki/Programmable_automation_controllerhttp://en.wikipedia.org/wiki/Instrumentationhttp://en.wikipedia.org/wiki/Motion_controlhttp://en.wikipedia.org/wiki/Motion_controlhttp://en.wikipedia.org/wiki/Instrumentationhttp://en.wikipedia.org/wiki/Programmable_automation_controllerhttp://en.wikipedia.org/wiki/Programmable_Logic_Controllerhttp://en.wikipedia.org/wiki/Supervisory_Control_and_Data_Acquisitionhttp://en.wikipedia.org/wiki/Human_Machine_Interfacehttp://en.wikipedia.org/wiki/Distributed_Control_Systemhttp://en.wikipedia.org/wiki/Bonita_Open_Solutionhttp://en.wikipedia.org/wiki/Artificial_neural_networkhttp://en.wikipedia.org/wiki/Human%E2%80%93computer_interactionhttp://en.wikipedia.org/wiki/Human-computer_interactionhttp://en.wikipedia.org/wiki/Human%E2%80%93computer_interactionhttp://en.wikipedia.org/wiki/Avatar_(computing)http://en.wikipedia.org/wiki/Automated_online_assistanthttp://en.wikipedia.org/wiki/Automated_online_assistanthttp://en.wikipedia.org/wiki/Sensorhttp://en.wikipedia.org/wiki/Programmable_logic_controllerhttp://en.wikipedia.org/wiki/Industrial_control_systemshttp://en.wikipedia.org/wiki/Industrial_control_systemshttp://en.wikipedia.org/wiki/Industrial_processhttp://en.wikipedia.org/wiki/Machineryhttp://en.wikipedia.org/wiki/Industryhttp://en.wikipedia.org/wiki/Information_technologyhttp://en.wikipedia.org/wiki/Computer-aided_manufacturinghttp://en.wikipedia.org/wiki/Computer-aided_designhttp://en.wikipedia.org/wiki/Computer-aided_technologieshttp://en.wikipedia.org/wiki/Numerical_control
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    Applications

    Automated video surveillance

    The Defence Advanced Research Projects Agency (DARPA) started the research and

    development of automated visual surveillance and monitoring (VSAM) program, between

    1997 and 1999, and airborne video surveillance (AVS) programs, from 1998 to 2002.

    Currently, there is a major effort underway in the vision community to develop a fully

    automated tracking surveillance system. Automated video surveillance monitors people and

    vehicles in real time within a busy environment. Existing automated surveillance systems are

    based on the environment they are primarily designed to observe, i.e., indoor, outdoor or

    airborne, the amount of sensors that the automated system can handle and the mobility of

    sensor, i.e., stationary camera vs. mobile camera. The purpose of a surveillance system is to

    record properties and trajectories of objects in a given area, generate warnings or notify

    designated authority in case of occurrence of particular events.

    Automated highway systems

    As demands for safety and mobility have grown and technological possibilities have

    multiplied, interest in automation has grown. Seeking to accelerate the development and

    introduction of fully automated vehicles and highways, the United States Congress authorized

    more than $650 million over six years for intelligent transport systems (ITS) and

    demonstration projects in the 1991 Intermodal Surface Transportation Efficiency Act

    (ISTEA). Congress legislated in ISTEA that theSecretary of Transportation shall develop an

    automated highway and vehicle prototype from which future fully automated intelligentvehicle-highway systems can be developed. Such development shall include research in

    human factors to ensure the success of the man-machine relationship. The goal of this

    program is to have the first fully automated highway roadway or an automated test track in

    operation by 1997. This system shall accommodate installation of equipment in new and

    existing motor vehicles."

    http://en.wikipedia.org/wiki/DARPAhttp://en.wikipedia.org/wiki/Space_Tracking_and_Surveillance_Systemhttp://en.wikipedia.org/wiki/United_States_Congresshttp://en.wikipedia.org/wiki/Intelligent_transport_systemhttp://en.wikipedia.org/wiki/Intermodal_Surface_Transportation_Efficiency_Acthttp://en.wikipedia.org/wiki/United_States_Secretary_of_Transportationhttp://en.wikipedia.org/wiki/United_States_Secretary_of_Transportationhttp://en.wikipedia.org/wiki/United_States_Secretary_of_Transportationhttp://en.wikipedia.org/wiki/Intermodal_Surface_Transportation_Efficiency_Acthttp://en.wikipedia.org/wiki/Intelligent_transport_systemhttp://en.wikipedia.org/wiki/United_States_Congresshttp://en.wikipedia.org/wiki/Space_Tracking_and_Surveillance_Systemhttp://en.wikipedia.org/wiki/DARPA
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    Automated manufacturing

    Automated manufacturing refers to the application of automation to produce things in the

    factory way. Most of the advantages of the automation technology has its influence in the

    manufacture processes.

    The main advantages of automated manufacturing are higher consistency and quality,

    reduced lead times, simplified production, reduced handling, improved work flow, and

    increased worker morale when a good implementation of the automation is made.

    Home automation

    Home automation (also called domotics) designates an emerging practice of increased

    automation of household appliances and features in residential dwellings, particularly through

    electronic means that allow for things impracticable, overly expensive or simply not possible

    in recent past decades.

    Industrial automation

    Industrial automation deals with the optimization of energy-efficient drive systems by precisemeasurement and control technologies. Nowadays energy efficiency in industrial processes

    are becoming more and more relevant. Semiconductor companies like Infineon Technologies

    are offering 8-bit microcontroller applications for example found in motor controls, general

    purpose pumps, fans, and e-bikes to reduce energy consumption and thus increase efficiency.

    One of Infineon`s 8-bit product line found in industrial automation is the XC800 family.

    http://en.wikipedia.org/wiki/Manufacturinghttp://en.wikipedia.org/wiki/Domoticshttp://en.wikipedia.org/wiki/Infineon_Technologieshttp://en.wikipedia.org/wiki/Motor_controlhttp://en.wikipedia.org/wiki/XC800_familyhttp://en.wikipedia.org/wiki/XC800_familyhttp://en.wikipedia.org/wiki/Motor_controlhttp://en.wikipedia.org/wiki/Infineon_Technologieshttp://en.wikipedia.org/wiki/Domoticshttp://en.wikipedia.org/wiki/Manufacturing
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    References

    1)Google.com2)Wikipedia3)Scribd.com4)Oppapers.com5)A few operations management text books