ME 18702 Computer Integrated Mfg. (CIM) by Dr.K.S.Badrinathan Professor Department of Mechanical Engineering Dr.K.S.Badrinathan 1 Course Outline • Unit – 1 : CIM Concepts, Automation & Computer Aided Process Planning • Unit – 2 : Cellular Manufacturing • Unit – 3 : Flexible Manufacturing System (FMS) & Automated Guided Vehicle System (AGVS) • Unit – 4 : Industrial Robotics • Unit – 5 : Open System & Database for CIM Dr.K.S.Badrinathan 3 Text & Reference Books • Textbooks • 1. Mikell. P. Groover “Automation, Production Systems and Computer Integrated Manufacturing”, Prentice Hall of India, 4th edition, 2016. • 2. R Radhakrishnan P, Subramanyan S and Raju V., “CAD/CAM/CIM”, 4th edition, New Age International (P) Ltd, New Delhi, 2018. • Reference Books • 1. Xun Xu, “Integrating Advanced Computer-Aided Design, Manufacturing, and Numerical Control”. Information Science Reference, 2009. • 2. Kant Vajpayee S, “Principles of Computer Integrated Manufacturing”, Prentice Hall India, 2009. • 3. David D.Bedworth, Mark R.Hendersan, Phillip M.Wolfe “Computer Integrated Design and Manufacturing”, McGraw-Hill Inc, 2004. • 4. Roger Hannam “Computer Integrated Manufacturing: From concepts to realisation”, Addison –Wesley, 2007. Dr.K.S.Badrinathan 4 Course Outcomes (COs) Outcome Description CO1 Student will be able to apply the concepts of CIM, Automation and CAPP for sustained productivity. CO2 Student will be able to derive the GT code for the given drawing using Opitz part coding system; group parts & machines into families; arrange machines in a GT Cell. CO3 Student will be able to solve simple quantitative analysis problems in FMS. Also understand AGVS, its applications and vehicle guidance management and safety. CO4 Student will be able to select an appropriate type of robot configuration for the given task. CO5 Students will be able to apply the standards in database management and in interconnection of CIM system elements for compatible communication Dr.K.S.Badrinathan 5 Unit - 1 • CIM Concepts • Meaning & Origin of CIM • Production Systems • Automation in Production Systems • Automation Principles & Strategies • Basic Elements of an Automated System • Advanced Automation Functions • Levels of Automation • Computer Aided Process Planning (CAPP) • Variant & Generative approaches • Integration of CAD/CAPP/CAM/CNC Dr.K.S.Badrinathan 6 Significance of CIMS Industry 4.0 • Intelligent Machining • Advanced Sensors • Connected Machines, within factory (LAN/Internet) • Connected Factories – IOT IIOT • Artificial Intelligence / Big Data Dr.K.S.Badrinathan 7 Industrial Revolution Dr.K.S.Badrinathan 8 Industry 4.0 Dr.K.S.Badrinathan 9 Product • How is a Product arrived at? Design Mfg. Assembly Dr.K.S.Badrinathan Product 10 Traditional Engineering Design Production Operate Service Retirement (Functionability) (Manufacturability) (Operability) (Serviceability) (Disposability) Information Flow in Serial Engineering Dr.K.S.Badrinathan 11 Sequential Engineering Dr.K.S.Badrinathan 12 Sequential Engineering Dr.K.S.Badrinathan 13 Concurrent Engineering Dr.K.S.Badrinathan 14 Concurrent Engineering • An approach used in product development in which the functions of design engg., mfg. engg and other functions are integrated to reduce the elapsed time required to bring a new product to market. Dr.K.S.Badrinathan 15 Concurrent Engineering Inspection Marketing/ Sales Manufacturing Design Serviceability Packaging Dr.K.S.Badrinathan 16 Benefits of CE • Reduction in number of design changes • Cost of changes in Design is reduced • Holistic approach to product development • Robust products • Reduction in “Lead Time” for product development Dr.K.S.Badrinathan 17 CIM Dr.K.S.Badrinathan 18 CIM • To meet competitive pressures • Shortened Lead Time • Reduced Costs • Reduced Inventory • Improved Quality • To coordinate and organize data • To eliminate paperwork • To automate communication within a factory • To facilitate concurrent engineering Dr.K.S.Badrinathan 19 Computer Elements of CIM Dr.K.S.Badrinathan 20 Automation Understand Analyze Automate Dr.K.S.Badrinathan 21 Production System A production system is a collection of people, equipment, and procedures organized to perform the manufacturing operations of a company. (3M) Components of Production System: • Facilities • Manufacturing support systems Dr.K.S.Badrinathan 22 Facilities • Factory • Production machines • Tooling • Material handling equipment • Inspection equipment • Computer systems that control the manufacturing operations • Plant layout - the way the equipment is physically arranged in the factory. Dr.K.S.Badrinathan 23 Manufacturing Systems • Logical grouping of equipment and workers that accomplish the processing and assembly operations on parts and products made by the factory. • Categories of Mfg. systems: (a) manual work systems (b) worker-machine systems (c) automated systems Dr.K.S.Badrinathan 24 Manual Work Systems One or more workers performing one or more tasks without the aid of powered tools. • A machinist using a file • A quality control inspector using a micrometer • A material handling worker using a dolly • A team of assembly workers putting together a piece of machinery using hand tools Dr.K.S.Badrinathan 25 Worker-Machine Systems Combinations of one or more workers and one or more pieces of equipment • A machinist operating an engine lathe • A fitter and an industrial robot working together in an arc–welding • A crew of workers operating a rolling mill that converts hot steel slabs into flat plates • A production line in which the products are moved by mechanized conveyor and the workers at some of the stations use power tools to accomplish their processing or assembly tasks Dr.K.S.Badrinathan 26 Automated Systems A process is performed by a machine without the direct participation of a human worker • Semiautomated machine • performs a portion of the work cycle under some form of program control, and a human worker tends to the machine for the remainder of the cycle, by loading and unloading it (CNC- with bar feeding-load bar) • Fully automated machine • Has the capacity to operate for an extended period with no human attention one or more workers are required to be present to continuously monitor the operation – process industry Dr.K.S.Badrinathan 27 Manufacturing Systems Dr.K.S.Badrinathan 28 Manufacturing Support Systems (MSS) • People and Procedures by which a company manages its production operations • It does not directly contact the product, but they plan and control its progress • It involves a sequence of activities Dr.K.S.Badrinathan 29 Functions of MSS • Four functions involving information flow and data processing • Business functions • Product design • Manufacturing planning • Manufacturing control Dr.K.S.Badrinathan 30 Functions of MSS Dr.K.S.Badrinathan 31 Production Systems Dr.K.S.Badrinathan 32 Automation in Production Systems What is Automation? Automation can be defined as the technology by which a process or procedure is accomplished without human assistance. Dr.K.S.Badrinathan 33 Automation in Production Systems The automated elements of the production system: Automation of the manufacturing systems in the factory Computerization of the manufacturing support systems Dr.K.S.Badrinathan 34 Opportunities for Automation & Computerization Dr.K.S.Badrinathan 35 Automated Manufacturing Systems (AMS) • AMS operate in the factory on the physical product • Operations: • Processing • Assembly • Inspection • Material handling Dr.K.S.Badrinathan 36 Examples of AMS • Automated machine tools that process parts (CNC) • Transfer lines that perform a series of machining operations • Automated assembly systems • industrial robots to perform processing or assembly operations • Automatic material handling and storage systems to integrate manufacturing operations • Automatic inspection systems for QC. Dr.K.S.Badrinathan 37 Classification of AMS • Fixed Automation • Programmable Automation • Flexible Automation Dr.K.S.Badrinathan 38 Fixed Automation (FA) Sequence of processing or assembly is fixed by the equipment configuration • Features: • High initial cost for custom engineered equipment (SPM) • High production rates • Relative inflexibility of equipment for product variety Justification: products that are made in very large quantities and at high production rates. Dr.K.S.Badrinathan 39 Programmable Automation (PA) Equipment has the capability to change the sequence of operations to accommodate different product configurations. • The operation sequence is controlled by a program Features: • High investment in general purpose equipment (CNC) • Lower production rates than fixed automation • Flexibility to variations & changes in product • Highly suitable for batch production Dr.K.S.Badrinathan 40 Flexible Automation (Fl. A) • Extn. of PA. Fl.A can produce a variety of parts with virtually no time lost for changeovers from one-part style to the next. Features: • High investment for custom-engineered system • Continuous production of variable mixtures of products • Medium production rates • Flexibility to deal with product design variations Dr.K.S.Badrinathan 41 Types of Automation Dr.K.S.Badrinathan 42 Computerized Manufacturing Support Systems • To reduce the amount of manual and clerical effort in: • product design • manufacturing planning and control • business functions • True CIM integrates all these functions in one system that operates throughout the enterprise Dr.K.S.Badrinathan 43 CAD/CAM/CIM Dr.K.S.Badrinathan 44 Reasons for Automating • Increase labor productivity • Reduce labor cost • Mitigate the effects of labor shortages • Reduce or eliminate routine manual and clerical tasks • Improve worker safety – OSHA – 1970 • Improve product quality • Reduce manufacturing lead time • Accomplish processes that cannot be done manually • Avoid the high cost of not automating. Dr.K.S.Badrinathan 45 Automation Principles & Strategies • Automation is not always the right answer for a given production situation. • A certain caution and respect must be observed in applying automation technologies. 1) The USA Principle 2) Ten Strategies for Automation & Process Improvement 3) Automation Migration Strategy. Dr.K.S.Badrinathan 46 The USA Principle A commonsense approach to automation and process improvement • Understand the existing process • Simplify the process • Automate the process. Dr.K.S.Badrinathan 47 Understand the Existing Process Step 1: Comprehend the current process in all of its details. • What are the inputs? • What are the outputs? • What exactly happens to the work unit between input and output? • What is the function of the process? • How does it add value to the product? • What are the upstream and downstream operations in the production sequence, and can they be combined with the process under consideration? Dr.K.S.Badrinathan 48 Methods to Understand the Process • Traditional industrial engineering charting tools such as the operation chart and the flow process chart • Mathematical models of the process to indicate relationships between input parameters and output variables. Dr.K.S.Badrinathan 49 Simplify the Process Prepare checklist of questions about the existing process. • Is the step necessary? • Can it be eliminated? • Does it use the most appropriate technology? • How can it be simplified? • Are there unnecessary steps in the process that might be eliminated without detracting from function? • Can steps be combined/performed simultaneously? • Can steps be integrated into a manually operated production line? Dr.K.S.Badrinathan 50 Automate • Once the process has been reduced to its simplest form, then automation can be considered • The possible forms of automation can be adopted from the list of ten strategies • An automation migration strategy might be implemented for a new product that has not yet proven itself. Dr.K.S.Badrinathan 51 Ten Strategies for Automation & Process Improvement 1. Specialization of operations - use of special-purpose equipment designed to perform one operation with the greatest possible efficiency 2. Combined operations – perform more than one operation at a given machine; reduces the number of separate machines needed 3. Simultaneous operations - simultaneously perform the operations that are combined at one workstation; reduces total processing time. 4. Integration of operations - link several workstations together into a single integrated mechanism, using automated work handling devices to transfer parts between stations. Dr.K.S.Badrinathan 52 Ten Strategies for Automation & Process Improvement 5. Increased flexibility - use the same equipment for a variety of parts or products; maximum utilization of equipment for job shop and medium-volume situations; involves the use of programmable or flexible automation 6. Improved material handling and storage - automated material handling and storage systems reduce work-inprocess, shorter manufacturing lead times, and lower labor costs. 7. On-line inspection - Incorporate inspection into the manufacturing process so that corrections are made as the product is being made. (QC-vs-QA) Dr.K.S.Badrinathan 53 Ten Strategies for Automation & Process Improvement 8. Process control and optimization - include a wide range of control schemes to operate the individual processes and associated equipment more efficiently. 9. Plant operations control - control at the plant level; manage and coordinate the aggregate operations in the plant more efficiently. Needs high level of computer networking within the factory. 10. Computer-integrated manufacturing (CIM) - involves extensive use of computer systems, databases, and networks throughout the enterprise to integrate the factory operations and business functions. Dr.K.S.Badrinathan 54 Automation Migration Strategy • A company often needs to introduce a new product in the shortest possible time. The easiest and least expensive way is to design a manual production method, using a sequence of workstations operating independently. • The tooling for a manual method can be fabricated quickly and at low cost. If more than a single set of workstation is required to make the product in sufficient quantities, then the manual cell is replicated as many times as needed to meet demand. • If the product turns out to be successful, and high future demand is anticipated, then it makes sense for the company to automate production. Dr.K.S.Badrinathan 55 Automation Migration Strategy • A formalized plan for evolving the manufacturing systems used to produce new products as demand grows • Phase 1: To introduce a new product, Manual Production using single-station manned cells operating independently is used. Reason: quick and low-cost tooling. Dr.K.S.Badrinathan 56 Automation Migration Strategy • Phase 2: When demand grows, Automated Production using single-station automated cells operating independently is used; reduced labor & increased production rate. Parts are still moved between workstations manually. Dr.K.S.Badrinathan 57 Automation Migration Strategy • Phase 3: Automated Integrated Production - multistation automated system with serial operations and automated transfer of work units between stations. Justification: If the product will be produced in mass quantities and for several years Dr.K.S.Badrinathan 58 Automation Migration Strategy Dr.K.S.Badrinathan 59 Automation Migration Strategy Dr.K.S.Badrinathan 60 Automation & Control Technologies in Prodn. System Dr.K.S.Badrinathan 61 Basic Elements of Automated System • Power to accomplish the process and operate the system • Program of instructions to direct the process • Control system to actuate the instructions Dr.K.S.Badrinathan 62 Basic Elements of Automated System Dr.K.S.Badrinathan 63 Power for the Process • For manufacturing processes • Loading and unloading the work unit • Material transport between operations Dr.K.S.Badrinathan 64 Power for Automation • Controller unit. Modern controllers are based on digital computers, which require electrical power to read the program of instructions, perform the control calculations, and execute the instructions by transmitting the proper commands to actuating devices. • Power to actuate the control signals. The commands sent by the controller unit are carried out by means of electromechanical devices, such as switches and motors, called actuators. • Data acquisition and information processing. In control systems, data must be collected from the process and used as input to the control algorithms. Dr.K.S.Badrinathan 65 Program of Instructions Work Cycle Programs • Set-point control - the process parameter value is constant during the work cycle (as in the furnace example). • Logic control - the process parameter value depends on the values of other variables in the process. • Sequence control - the value of the process parameter changes as a function of time. The parameter values can be either discrete or continuously variable. • Interactive program - interaction occurs between a human operator and the control system during the work cycle. • Intelligent program - the control system exhibits aspects of human intelligence (e.g., logic, decision making, cognition, learning). Dr.K.S.Badrinathan 66 Control System • The control element of the automated system executes the program of instructions Dr.K.S.Badrinathan 67 Advanced Automation Functions • An automated system should execute advanced functions that are not specific to a particular work unit. • The functions are concerned with enhancing the safety and performance of the equipment. • Functions: 1) Safety monitoring 2) Maintenance and repair diagnostics 3) Error detection and recovery. Dr.K.S.Badrinathan 68 Safety Monitoring • Safety monitoring in an automated system involves the use of sensors to track the system’s operation and identify conditions and events that are potentially unsafe. • To protect human workers in the vicinity of the system • To protect the equipment comprising the system Dr.K.S.Badrinathan 69 Responses of Safety Monitor • Completely stopping the automated system • Sounding an alarm • Light indicator (Red light) • Reducing the operating speed of the process • Taking corrective actions to recover from the safety violation. (Advanced system) Dr.K.S.Badrinathan 70 Sensors & their applications for Safety Monitoring • Limit switches to detect proper positioning of a part in a work holding device so that the processing cycle can begin. • Photoelectric sensors triggered by the interruption of a light beam; this could be used to indicate that a part is in the proper position or to detect the presence of a human intruder in the work cell. • Temperature sensors to indicate that a metal work part is hot enough to proceed with a hot forging operation. • Heat or smoke detectors to sense fire hazards. • Pressure-sensitive floor pads to detect human intruders in the work cell. • Machine vision systems to perform surveillance of the automated system and its surroundings. Dr.K.S.Badrinathan 71 Maintenance and Repair Diagnostics • Status monitoring - the diagnostic subsystem monitors and records the status of key sensors and parameters of the system during normal operation. On request, the diagnostics subsystem can display any of these values and provide an interpretation of current system status, perhaps warning of an imminent failure. • Failure diagnostics - is invoked when a malfunction or failure occurs. Its purpose is to interpret the current values of the monitored variables and to analyze the recorded values preceding the failure so that its cause can be identified. • Recommendation of repair procedure - the subsystem recommends to the repair crew the steps that should be taken to effect repairs. Based on the use of expert systems in which the collective judgments of many repair experts are pooled and incorporated into a computer program that uses artificial intelligence techniques. Dr.K.S.Badrinathan 72 Error Detection and Recovery • Traditionally, equipment malfunctions are corrected by human workers, perhaps with the aid of a maintenance and repair diagnostics subroutine. • Control computer is used not only to diagnose the malfunctions but also to automatically take the necessary corrective action to restore the system to normal operation. • The term error detection and recovery is used when the computer performs these functions. Dr.K.S.Badrinathan 73 Error Detection • Sensors determine when a deviation or malfunction has occurred, interpret the sensor signals & classify the error Categories of errors • Random errors • Systematic errors • Aberrations. Dr.K.S.Badrinathan 74 Random Errors • Occurs as a result of the normal stochastic nature of the process • Occurs when the process is still in statistical control • Large variations in part dimensions, even when the production process is in statistical control, can cause problems in downstream operations. • By detecting these deviations on a part-by-part basis, corrective action can be taken in subsequent operations. Dr.K.S.Badrinathan 75 Systematic Errors • Results from some assignable cause such as a change in raw material or drift in an equipment setting. • These errors cause the product to deviate from specifications so as to be of unacceptable quality. Dr.K.S.Badrinathan 76 Aberrations • Results from either an equipment failure or a human mistake. • Examples of equipment failures : fracture of a shear pin, burst in a hydraulic line, rupture of a pressure vessel, and sudden failure of a cutting tool. • Examples of human mistakes: errors in the control program, improper fixture setups, and substitution of the wrong raw materials. Dr.K.S.Badrinathan 77 Error Recovery • Error recovery - apply the necessary corrective action to overcome the error and bring the system back to normal operation. • Design of an error recovery system focuses on devising appropriate strategies & procedures that will either correct or compensate for the errors that can occur in the process. Dr.K.S.Badrinathan 78 Error Recovery Strategies • Make adjustments at the end of the current work cycle the part program branches to a corrective action subroutine specifically designed for the detected error, executes the subroutine, and then returns to the work cycle program. This action reflects a low level of urgency and is most commonly associated with random errors in the process. • Make adjustments during the current cycle. This indicates a higher level of urgency than the preceding type. The action to correct or compensate for the detected error is initiated as soon as it is detected. However, the designated corrective action must be possible to accomplish while the work cycle is still being executed. If that is not possible, then the process must be stopped. Dr.K.S.Badrinathan 79 Error Recovery Strategies.. • Stop the process to invoke corrective action - the deviation or malfunction requires the work cycle to be suspended during corrective action. It is assumed that the system is capable of automatically recovering from the error without human assistance. At the end of the corrective action, the regular work cycle is continued. • Stop the process and call for help - the error cannot be resolved through automated recovery procedures. Situation arises because (1) the automated cell is not enabled to correct the problem or (2) the error cannot be classified into the predefined list of errors. In either case, human assistance is required to correct the problem and restore the system to fully automated operation. Dr.K.S.Badrinathan 80 Levels of Automation • Device Level: lowest level; actuators, sensors, & hardware components; Eg. Feed back control loop of one axis of NC or one joint of robot • Machine Level: hardware at device level is assembled into individual machines. Eg. CNC, Industrial robots, AGV, Powered conveyors .. • Perform sequence of steps in correct order • Mfg. Cell or system Level: operates under instructions from the plant level. • Functions: part dispatching, m/c loading, matl. handling system, collecting & evaluating inspection data Dr.K.S.Badrinathan 81 Levels of Automation… • Plant Level: Factory or production systems level. Receives instructions from the Corporate Information System (CIS) [MIS] and translates into operational plans for production. • Order processing, process planning, shop floor control, QC • Enterprise level: Highest level consisting of corporate information system. • Concerned with all the functions necessary to manage the company: marketing & sales, accounting, design, research, aggregate planning & master production scheduling. Dr.K.S.Badrinathan 82 Levels of Automation… Dr.K.S.Badrinathan 83 Process Planning Dr.K.S.Badrinathan 84 Process Planning • Process Planning consists of determining the 1. most appropriate mfg. & assembly processes 2.sequence in which they should be accomplished to produce a given part or product according to specifications set forth in the product design documentation. • Done by mfg./ industrial/ production/ process engineer Dr.K.S.Badrinathan 85 Scope of Process Planning • Interpretation of detail drawings – • materials, dimensions, tolerances, surface finish etc. • Choice of processes & sequence • Choice of equipment • Existing / outsource / New mc / purchase component Dr.K.S.Badrinathan 86 Scope of Process Planning… • Choice of tools, dies, molds, fixtures, gauges • Tool design dept. – tool room • Analysis of methods – • layout, small tools, hoist for lifting heavy parts – IE dept. • Setting of work standards – time standards • Choice of cutting tools & cutting conditions • Standard handbook Dr.K.S.Badrinathan 87 Process Planning for Parts • For individual parts, the processing sequence is documented on a form called a route sheet or an operation sheet • Operations to be performed in the order in which they must be • Describe each operation w.r.t. dimensions & tolerances on the part dwg. • Specific machines on which it must be done • Any special tooling – dies, molds, cutting tools, jigs or fixtures Dr.K.S.Badrinathan 88 Route Sheet Dr.K.S.Badrinathan 89 Route Sheet Dr.K.S.Badrinathan 90 Route Sheet Dr.K.S.Badrinathan 91 Assignment - 1 Dr.K.S.Badrinathan 92 Process Sequence • Basic Process : starting geometry of the w/p • Metal casting, plastic molding, rolling of sheet metal • Secondary Processes: transforming starting geometry into final geometry (or close to) • Sand casting – machining • sheet metal – punching, bending • Plastic injection molding – ‘near net shape processes’ • Impression die forging – ‘near net shape processes’ Dr.K.S.Badrinathan 93 Process Sequence • Property enhancing processes: geometry not altered; physical properties are changed • Heat-treatment; tempering of glass • Finishing Operations : coating on the work part surface • Electroplating, painting Dr.K.S.Badrinathan 94 Process Sequence Dr.K.S.Badrinathan 95 Process Sequence Dr.K.S.Badrinathan 96 Process Planning for Assemblies • The type of assembly method depends on: • the anticipated production quantities (small/medium/large) • complexity of the assembled product, E.g. number of distinct components • assembly processes used, E.g, mechanical assembly versus welding • For a product with relatively small quantities, assembly is generally accomplished at individual workstations where one worker or a team of workers perform all of the assembly tasks. • For complex products made in medium and high quantities, assembly is usually performed on manual assembly lines • For simple products of a dozen or so components, to be made in large quantities, automated assembly systems may be appropriate. Dr.K.S.Badrinathan 97 Computer Aided Process Planning -CAPP • Different process planners have different experiences, skills, and knowledge of the available processes in the plant. Hence, the process plan for a given part depends on the process planner who developed it. • Routing varies with planner. This leads to variations and inconsistencies in the process plan. • Shop-trained people who are familiar with the details of machining and other processes are gradually retiring and will be unavailable in the future. • Hence, manufacturing firms are interested in automating the task of process planning using computer-aided process planning (CAPP). Dr.K.S.Badrinathan 98 Benefits of CAPP • Process rationalization & standardization • logical & consistent PP • lower mfg. cost • high productivity • Increased productivity of process planners • Reduced lead time for PP • Improved legibility • Incorporation of other programs • link to cost estimation and work standards Dr.K.S.Badrinathan 99 CAPP - Types • Retrieval CAPP systems • Generative CAPP systems. • Semi-Generative CAPP (Combination of the two) Dr.K.S.Badrinathan 100 Retrieval CAPP Systems • Based on Group Technology, Parts classification & Coding • Standard process plan is stored in computers • An ideal process plan prepared for each family is stored in computers Dr.K.S.Badrinathan 101 Retrieval CAPP Systems… Steps: • Derive GT code number for part • Search part family file for standard route sheet • If found, retrieve • Make modification as needed • If not found prepare new route sheet • Process plan formatter – printing • Also called Variant CAPP system Dr.K.S.Badrinathan 102 Parts Coding Concept Cylindrical [C] : Turning, Facing, Taper Turning, Knurling. Codes for operation: T , F , TP , K Code for part: CTFTPK In data base: CTFTP Dr.K.S.Badrinathan 103 Retrieval CAPP Systems Dr.K.S.Badrinathan 104 Generative CAPP Systems • Process sequence is generated without human assistance • Works on concept of ‘Expert System’ • Technical knowledge of mfg. & logic used by planners are coded into computer programs • Computer-compatible part description • CAD model • GT code of the part • Apply process knowledge and planning logic Dr.K.S.Badrinathan 105 Generative CAPP Systems Dr.K.S.Badrinathan 106 End of UNIT - 1 Dr.K.S.Badrinathan 107