Robotics
Robotics       is an automation technology that has received considerable attention since       1960s. It is based on two related technologies: numerical control and       teleoperators. Numerical control (NC) is a method of controlling machines       by means of numbers coded on punched paper, tape or other media.       Teleoperator is a mechanical manipulator that is controlled by an       individual from a remote location.
Since       the late 1960s, major developments in microelectronics and computer       technology have led to significant advances in robotics. For example, in       the automobile industry, the introduction of computer-controlled one-armed       robotic devices has helped in the automation of the assembly lines to a       great extent. These one-armed robots are capable of doing several tasks       such as lifting, welding, assembling parts and spray-painting of       automobile bodies. These mechanical arms are programmed by physically       moving them through the desired motions. The different movements are       recorded in the computer's memory so that they can be repeated precisely.       Some high-performance robots have built-in sensors that enable them to       correct their movements if there is a deviation from the programmed       patterns. Others using electronic digital cameras, inspect automobile       bodies to make certain that their dimensions meet the design       specifications. Similar kinds of advanced high performance robots have       been adopted by other industries which use assembly lines in their       manufacturing processes. A large number of electronic firms employ robots       to sort or test finished products. Refer Exhibit 21.2 for expert systems       used in different services.
| Exhibit Artificial             Intelligence in ServicesNatural             language processors are being used as front-end interfaces between             the user and conventional computer resources, such as database             systems to make them more user-friendly.              Some of the earliest practical expert systems were developed             in the medical field.  One             such system is MYCIN, an expert system that helps physicians             diagnose bacterial infections.  Based on the patient's symptoms and test results, the             system diagnoses, and suggests additional tests. In addition, MYCIN             can provide information on a particular diagnosis.              The MYCIN system is an example of the flexibility of an             expert system's inference engine. Expert systems have shown great promise as instructional aids,             especially in advanced or highly technical fields.              Expert system tutorials can be used to provide instructions             in algebra, geometry, calculus and computer programming languages.             These programs can, not only detect errors in syntax or incorrect             calculations, but also detect errors in logic.  Expert systems can even offer advices.              In banking, Expert systems help equity traders in selecting             appropriate broker for a particular transaction based on the             investment requirements. Artificial intelligence (AI) systems have             been used successfully to assist customer service representatives in             selecting the appropriate product mix for a particular customer.             Expert systems can also be applied to commercial lending, securities             analysis, financial planning and interest rate swaps.              Artificial intelligence systems are also used to automate             many clerical functions, such as reviewing loans, monitoring late             payments, and analyzing letters of credit. Many applications of AI, such as those in training and software             development, are being used in manufacturing and service firms.             Artificial intelligence based systems will have a broad impact on             the functioning of many firms in future | 
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