Did you mean: MS-CSE-15 MSTHESIS ABSTRACT. Database management Systems (DBMS) are one the most critical component of a software application. Searching data from DBMS is an enormous part in software performance. Text search engines are also used for searching, but these engines lack sophisticated DBMS features. Relational database management systems (RDBMS) are not quite compatible with modern objectoriented languages. To overcome the complexity of data and object-oriented programming, modern development practices adopted Object Relation Mapping frameworks (ORM). ORM bears a layer of abstraction between object models and database. This layer automatically bridges objects in OOP languages to database records, which results in significantly reducing custom mapping code complexity. ORM has its advantages but on the other side it comes with be some challenges too. In process of mapping objects and data, ORM keeps the relations between objects intact and that results in retrieval of multiple objects from multiple tables. When the data is big and have a hieratical structure, data retrieval or search becomes more complex. Database performance for the retrieval of data are optimized by adding indexing to each table. Indexing makes search significantly fast but also makes other processes slow because tables are required to be re-index every time a record is changed. Hence an optimized solution is required to resolve this problem in ORM search process. To overcome this problem, this research proposes a java-based framework that can interact between ORM and search engine. It consumes search engine web APIs to provide a layer that can convert and search objects to/from XML. It makes search process faster and support ORM with its object-oriented methodology. Moreover, this framework not only reduces performance load on databases but also makes search queries simpler when implemented in development process. The results have been validated by two case studies, which were carried out by implementing each approach. 1000 similar search queries were processed on each framework and results shows 30 to 40 % improvement in query time. Keywords: DBMS Search, Indexing, Text Search Engines, Solr inedexes, Object oriented programming (OOP), Object Relation Mapping (ORM), Search optimization, Information Retrieval, database indexing MS-MECH-84 MSTHESIS ABSTRACT. Reconfigurable Manufacturing Systems (RMS) effectively respond to fluctuating market needs and customer demands for finished product. Diagnosability is a supporting characteristic of RMS that has a say in the quality of finished product. Cost and time taken for manufacturing are also considerably affected if proper diagnosability measures are not taken. Previous studies on Diagnosability of RMS have been studied from Axiomatic System Theory as such Design For Diagnosability (DFD). Nevertheless Diagnosability remains to be the least studied characteristic of RMS. With the availability of digitized data, Machine Learning approaches to advance manufacturing have proven to be considerably effective. A research gap existed for the application of Machine Learning techniques in improving the Diagnosability of RMS. A framework of Machine Learning has been proposed to address this gap. The working of the framework has been illustrated by two demonstrations from the available datasets, one in identifying proper signals in semi-conductor manufacturing to predict excursions, and the second in predicting machine failures due to a variety of factors. The framework is rendered in a concurrent-engineering fashion. The framework is tested against two available manufacturing datasets. Increase in Diagnosability will decrease the cost and time taken to production. Key Words: Reconfigurable Manufacturing Systems, Machine Learning, Artificial Intelligence, Preventive Maintenance, Intelligent Manufacturing MODELLING OF PRE AND POST IMPACT PHASES OF VEHICULAR COLLISIONS1-12 KASKIN, T COLLISION SPEED ESTIMATION USING A SINGLE NORMALISED CRUSH DEPTH IMPACT SPEED CHARACTERISTIC 13-28 WOOD, D. P APPLICATION OF THE NHTSA CRASH DATABASE TO POLE IMPACT PREDICTIONS 29-34 NYSTROM, G. A KOST, G CALCULATING SPEED FROM HEAVY TRUCK SKID MARKS 35-46 FRIES, T. R JONES, T. D A METHOD FOR QUANTIFYING VEHICLE CRUSH STIFFNESS COEFFICIENTS 47-52 NEPTUNE, J. A BLAIR, G. Y TRAJECTORY ANIMATION ON A PERSONAL COMPUTER 53-60 BRACH, R. M IMPROVING WITNESS CONTROBUTIONS TO RECONSTRUCTIONS AND ANIMATION 61-68 COX, L. O RIVER, G. W LOW COST PC-BASED ACCIDENT RECONSTRUCTION ANIMATION 69-74 BURKE, R. L COX, L. O THE ANIMATION COMPUTER AS A 3-D RECONSTRUCTION TOOL 75-88 HULL, W. C NEWTON, B. E COMPUTER ANIMATION TECHNIQUES FOR USE IN COLLISION RECONSTRUCTION 89-96 GRIMES, W. D PC BASED ACCIDENT RECONSTRUCTION ANIMATION USING AUTODESK 3D STUDIO 97-106 ARONBERG, R SNIDER, A. A AUTOMATED ANIMATION FOR HUMAN SUBJECTS IN THE CRASH ENVIRONMENT 107-112 MCL, R. W MCLAY, B. G APPLICATION OF FINITE ELEMENT COMPUTER MODEL POST PROCESSING TO THE ANIMATION OF AUTOMOBILE OCCUPANT MOTION 113-116 PROCTOR, CHARLES AUTOMOBILE DAMAGE SCALES AND THE EFFECT ON INJURY ANALYSIS 117-127 HIGHT, P. V FUGGER, T. F ACC NO-28050 ACC NO-30797 ACC NO-30796 ACC NO-27357 DOWNGAUGING WITH HIGH PERFORMANCE FILLED RIM POLYMERS LOWERING FASCILL COST AND IMPROVING QUALITY 157-161 POLYUREA FASCIA WITH MCA REINFORCEMENT THE ULTIMATE IN PERFORMANCE AND SURFACE QUALITY 153-156 REACTOR THERMOPLASTIC OLEFINS A NEW CLASS OF HIGH PERFORMANCE MATERIALS FOR BUMPER SYSTEMS 133-152 DEVELOPMENT OF SUPER OLEFIN BUMPER FOR AUTOMOTIVE 121-132 STRUCTURAL RIM FOR PRODUCTION OF AUTOMOTIVE BUMPER BEAMS 115-120 ENERGY TRANSFER CHARACTERISTICS OF THERMOPLASTIC BUMPER BEAMS IN A PENDULUM IMPACT 109-114 DESIGNING FOR THERMOPLASTIC EXTERIOR BODY PANEL SYSTEMS 105-108 DIMENSIONALLY STABLE THERMOPLASTIC OLEFINS (TPOS) 97-104 THERMOPLASTIC COMPRESSION MOLDED HORIZONTAL AUTOMOTIVE PANELS 79-96 DEVELOPMENT OF A METHODOLOGY FOR ANALYSIS OF FULL FIELD STRAINS IN THERMOPLATIC EXTERIOR BODY PANLES USING PHOTOELASTIC TECHNIQUES 69-78 POLYOLEFINS THE BUILDING BLOCKS FOR DESIGNING THE MOST COST EFFECTIVE AUTOMOTIVE COMPONENTS 63-68 FENDER MATERIAL SYSTEM A LIFECYCLE COST COMPARISON 53-62 EXTERIOR BODY PANEL PRESENT MANUFACTURING IMPLEMENTATION AND FUTURE DIRECTIONS AND NEEDS 47-52 CLASS A STRUCTURAL RIM REPORT ON A PROGRAM TO DEVELOP SRIM FOR EXTERIOR AUTOMOTIVE BODY PANELS 41-46 FACTORS IMPACING THE SURFACE QUALITY OF A LIQUID COMPOSITE MOLDED SURFACE 31-40 VERTICAL BODY PANEL FLEXIBLE CLASS A SURFACE COMPOSITES VIA COMPRESSION OR INJECTION MODELING 7-30 REDUCING DEFECTS TO IMPROVE THE COMPETTIVENESS OF SMC IN EXTERIOR PARTS 1-6.27360 .28053.30843.30844.SP-902 MOTION CONTROL DEVICES REMOTE CONTROL TELECOMMUNICATION SYSTEMS ROBOTS-CONTROL SYSTEMS PROCESS CONTROL ESTIMATION THEORY SIGNAL PROCSSING - CONGRESS, ELECTRONIC CIRCUITS- CONGRESS, SYSTEM ANALYSIS -CONGRESS, IMAGE PROCESSING- CONGRESS, CONTROL THEORY-CONGRESS SIGNAL PROCESSING - DIGITAL TECHNIQUES.DIGITAL SIGNAL PROCESSING FROM MATLAB TO C WITH THE TMS320C6X DSK PERSONAL COMMUNICATION SERVICE SYSTEMS, RADIO PAGING, MULTIMEDIA SYSTEMS, CELLULAR TELEPHONE SYSTEMS.SMS, EMS.MMS ELECTRICAL POWER SYSTEMS.ENERGY SYSTEM THEORY.ENERGY CONTROL CENTER.ELECTRIC POWER TRANSMISSION.FAULTS AND PROTECTIONS OF ELECTRIC ENERGY SYSTEMS REAL TIME CONTROL-STATISTICAL METHODS SIGNAL PROCESSING-STATISTICAL METHODS CONTROL AND SIGNAL PROCESSING SIGNAL PROCESSING CELLULAR TELEPHONE SYSTEMS-PLANNING PERSONAL COMMUNICATION SERVICE SYSTEM CELLULAR RADIO WIRELESS COMMUNICATION TRANSFORMATION STUDIES PHYSICAL PROPELLANT ALLOY SYSTEMS MECHANICAL PROPERTIES CORROSION ON CERAMICS FUELS CERAMIC PHASE STUDIES IREDATION BEHAVIOUR C++ - COMPUTER PROGRAM LANGUAGE.ABSTRACT DATA TYPES.PROBLEM SOLVING -DATA PROCESSING.DATA ABSTRACTION AND PROBLEM SOLVING WITH C++ AIR DEFENCE LAND-BASED AIR DEFENCE.MAN PORTABLE SURFACE TO AIR MISSILE SYSTEMS.SELF PROPELLED ANTI AIRCRAFT GUN.UNIVERSAL MISSILES.MULTIPURPOSE MISSILES.LAND MISSILES.AIR MISSILES.SEA MISSILES.CONTROL SYSTEMS OF ANTI AIRCRAFT.TOWED ANTI AIR CRAFT GUN.STATIC AND TOWED SURFACE TO AIR MISSILE SYSTEMS SIGNAL PROCESSING-TOPICS.MATHEMATICS AND IT-TOPICS.COMPOSITE STRUCTURES-TOPICS.AERODYNAMICS-TOPICS.AVIATION GENERAL-TOPICS.AVIATION MANAGEMENT-TOPICS.AEROSPACE MANAUFACTURING TECHNIQUES-TOPICS.EMERGING TECHNOLOGIES-TOPICS.PROPULSION AND AERODYNAMICS-TOPICS.MATERIAL SCIENCE-TOPICS.AVIONICS EQUIPMENT MANUFACTURING-TOPICS.QUALITY CONTROL AND ASSURRANCE-TOPICS.AEROSPACE WEAPONS-TOPICS.ELECTROMAGNETICS-TOPICS.AIR OPERATIONS-TOPICS COMPUTER AIDED OPTIMIZATION STEAM TURBINE POWER PLANTS COMPUTER SIMULATION WITH EXPERIMENTAL VALIDATION OF HEAT AND MASS TRANSFER THERMAL ENERGY SYSTEMS-AUTOMATED DESIGN GEOTHERMAL POWER PLANT DIESEL ENGINE COMBUSTION ANALYSIS (GAS TURBINES WIH STEAM INJECTION) INTRODUCTION. THERMODYNAMICS-CONCEPTS.PROPERTIES OF STEAM.STEAM BOILERS.REFRIGERATION.AIR CONDITIONING.INTERNAL COMBUSTION ENGINES.HYDRAULIC TURBINES.STEAM TURBINES.CONDENSERS.GAS TURBINES.POWER TRANSMISSION METHODS AND DEVICES.STRESSES AND STRAINS-PRINCIPLES.MANUFACTURING SYSTEMS-INTRODUCTION CATV; TELEVISION TRANSMISSION; FACSIMILE TRANSMISSION; INTERNET ARCHITECTURE; ATM; ISDN; WAN; LAN; DATA TRANSMISSION; ANTENNAS, TOWERS AND PASSIVE REPEATERS; METEOR BRUST SYSTEMS; CELLULAR RADIO; LAND MOBILE COMMUNICATIONS; SATELLITE COMUNICATIONS; HF RADIO SYSTEMS; RADIO NOISE; ELECTROMAGNETIC WAVES PROPAGATION; RADIO FREQUENCY; FIBER OPTIC TRANSMISSION; OUTSIDE PLANT-METALLIC PAIR SYSTEMS; DIGITAL NETWORK; SONET AND SDH; RADIO SYSTEM PARAMETERS; NOISE MODULATION; NUMBERING,ROUTING AND NETWORKS; SWITCHING; SIGNALING; TELEPHONE TRAFFIC; TELECOMMUNICATION SYSTEMS; TELECOMMUNICATION ENGINEERING STATIC PRESSURE MEASUREMENT IN ATORQUE CONVERTER STATE 1-10 A SYSTEM ENGINEERING APPROACH TO SUBSYSTEM DESIGN AUTOMOTIVE TRANSMISSION 11-16 DESIGN OF VANE PUMP SUCTION PORTING TO REDUCE CAVITATION AT HIGH OPERATION SPEEDS17-22 IMPROVING AUTOMATIC TRANSMISSION SHIFT QUALITY BY FEEDBACK CONTROL WITH A TURBINE SPEED SENSOR 23-32 SATUM TRANSMISSION FAMILY PRODUCT AND PROCESS FLEXIBILITY BY DESIGN 33-42 A GREASE FILLED TORSIONAL COUPLING FOR CVT VEHICLES 43-50 AMETHOD FOR SELECTING PARALLEL CONNECTED PLANETARY GEAR TRAIN ARRAGEMENTS FOR AUTOMOTIVE AUTOMATIC TRANSMISSION 51-60 RESONANCE TYPE GEAR FATIGUE TESTER 61-66 A STUDY ON GEAR NOISE REDUCTION BASED ON HELICAL GEAR TOOTH 67-72 ACC NO-27349 ACC NO-28048 COMPUTER NETWORKS NETWORKS CLASSIFICATION NETWORK TOPOLOGIES PROTOCOLS ISO SEVEN LAYER REFERENCE MANUAL NOVELL NETWARE WINDOWS NT SERVER LAN CHARACTERISATION LAN ACCESS PROTOCOLS NETWORKING-PERSONAL COMPUTER PUBLIC PACKET SWITCHED DATA NETWORKS WIDE AREA NETWORKS-INDIA DATA COMMUNICATION CELLULAR TELEPHONY SATELLITE COMMUNICATION COMMUNICATION PROTOCOLS ERROR DETECTION AND CORRECTION MULTIPLE ACCESS PROTOCOLS IEEE STANDARD FOR LAN AND MAN BRIDGES ROUTERS RADIO MICROWAVE AND SATELLITE CHANNELS INTERNETS TCP-IP PROTOCOLS EDI STANDARDS INTERNET COMMERCE ARCHITECTURE INTRANETS INTERNET BASED E-COMMERCE ELECTRONIC PAYMENT SYSTEMS VALUE ADDED SERVICES E-COMMERCE LAWS SECURITY IMPLICATION