This document discusses the effective implementation of planned maintenance at a gas producing plant using Total Productive Maintenance (TPM) methodology. It begins by introducing TPM and explaining that planned maintenance is one of its pillars, with the goal of optimizing equipment efficiency through scheduled maintenance tasks. The document then provides details of the planned maintenance program implemented at a specific gas producing plant, including developing maintenance plans and schedules based on failure analysis, performing preventative maintenance to reduce failures and increase equipment availability, and tracking metrics like mean time between failures and mean time to repair to measure improvements. In summary, the document outlines how a gas plant used planned maintenance as part of TPM to increase equipment uptime and reduce maintenance costs.
Improving maintenance management: Case Study of a Local Textile CompanyIJMREMJournal
The manufacturing sector in Botswana has been rapidly growing in recent times. Maintenance management
system plays a vital role in keeping equipment on condition and also major contributor for overall productivity.
The current study seeks to improve maintenance management of a local textile case study company with its
operations based in Gaborone Botswana. The study sought to assist the organization take advantage of low
labor costs and good export policies to manufacture goods for both local and the international markets through
effective maintenance management. In order to effectively compete, organizations need to produce quality
products and services. In that regard, manufacturers need to reduce redundancy in business processes,
redesign products using prime components and increase availability of products and services through provision
of effective equipment maintenance. The case study company’s current maintenance management system is
simple and not effectively contributing in terms of equipment availability. Through this present work, we were
able to develop, document and implement a maintenance management system for the organization
This document summarizes a case study assessing the implementation of Total Productive Maintenance (TPM) at a semi-automated manufacturing company in Bangladesh. TPM is a maintenance strategy aimed at maximizing equipment effectiveness through proactive maintenance involving both maintenance staff and operators. The study analyzed downtime and mean downtime data before and after TPM implementation using Pareto charts and t-tests to identify the most impactful downtime factors and determine if TPM reduced downtime. The results provide suggestions to further improve maintenance and increase production volume.
IRJET- A General Framework of Computerized Maintenance Management System ...IRJET Journal
This document presents a general framework for a Computerized Maintenance Management System (CMMS) for an automobile industry. It discusses various modules that could be included in a CMMS, such as equipment details, staff details, tools, spare parts, task allotment, and work orders. The purpose of developing this CMMS is to efficiently plan maintenance activities and reduce downtime, maintenance costs, and equipment failures through effective planning and scheduling. It also aims to improve maintenance policies and extend machine life.
IRJET- A Study and Analysis of Construction Equipment Management used in ...IRJET Journal
This document discusses construction equipment management and its impact on construction project productivity and costs. It begins with an abstract that outlines how construction equipment is an important factor for running construction projects successfully. The document then reviews literature on construction equipment management practices and overall equipment effectiveness. It describes the methodology, which included distributing questionnaires to construction companies and analyzing the responses. The results section ranks different factors affecting construction equipment based on their relative importance index, with improper cash flow and improper training being the top two factors. It also provides analysis of the questionnaire responses. Overall, the document examines how effective construction equipment management can improve productivity and reduce costs and delays on construction projects.
This document summarizes the vocational training that Ashish Chaudhary received at Jindal Steel and Power Limited in Raipur from June 10-July 10, 2014. It provides an overview of preventive, corrective, and reliability-centered maintenance approaches. It also describes various machines used in the plant such as lathes, milling machines, boring machines, and the maintenance required for lathe operations including adjusting drive belts, gibs, and end gearing.
Overall equipment effectiveness of critical machines in manufacturing industriesIAEME Publication
This document summarizes a study that assessed the overall equipment effectiveness (OEE) of critical machines in two large manufacturing industries - a tire industry and an automobile industry. The study selected two critical machines from each industry and collected data on their performance over one year to calculate OEE values. OEE considers availability, performance and quality to measure actual equipment effectiveness. The results were statistically analyzed to identify how major losses like downtime and defects influence OEE and where improvements could be targeted.
This document presents a case study on implementing an effective preventive maintenance (PM) scheduling system. It analyzes PM practices in a semiconductor company with 109 machines and identifies issues like inefficient scheduling and lack of prioritization of critical machines. Data on machine downtimes from January to September 2011 is collected and the highest downtime months/machines are identified. Root cause analysis finds the main causes are wear and tear from chemicals and technical issues. The document proposes clustering machines, distinguishing critical machines, integrating PM with production planning, and training technicians to help reduce downtimes and improve PM effectiveness.
Development Of An Effective Industrial Maintenance Practice For Plant Optimum...IJERA Editor
Plant optimization is a sound fiscal decision and this is a key attribute of good operational management. The
decision to adhere strictly to the maintenance measurements, controls and efficiencies necessary for optimum
performance not only enhances the plant operations, it quite often produces a safer operating facility and
protects plant asset or investment. Plant operations rely on dependable acquired knowledge, skills, equipment
and maintenance programs for an assured performance whiles strategies are required to be in place for
equipment optimum availability to ensure system operational integrity in order to reduce costs which affect
production. This optimized system would ideally give meaning to effective maintenance practice of plant
equipment and accepted best maintenance management system. This paper presents a comprehensive review of
characteristics of plant equipment and maintenance strategies and proposes sustainable maintenance
management performance criteria. Thereby improving business, safety, equipment efficiency and sustain the
environment. The goal is to achieve optimum availability and optimum operating condition of the equipment
life cycle in a cost optimized approach.
Improving maintenance management: Case Study of a Local Textile CompanyIJMREMJournal
The manufacturing sector in Botswana has been rapidly growing in recent times. Maintenance management
system plays a vital role in keeping equipment on condition and also major contributor for overall productivity.
The current study seeks to improve maintenance management of a local textile case study company with its
operations based in Gaborone Botswana. The study sought to assist the organization take advantage of low
labor costs and good export policies to manufacture goods for both local and the international markets through
effective maintenance management. In order to effectively compete, organizations need to produce quality
products and services. In that regard, manufacturers need to reduce redundancy in business processes,
redesign products using prime components and increase availability of products and services through provision
of effective equipment maintenance. The case study company’s current maintenance management system is
simple and not effectively contributing in terms of equipment availability. Through this present work, we were
able to develop, document and implement a maintenance management system for the organization
This document summarizes a case study assessing the implementation of Total Productive Maintenance (TPM) at a semi-automated manufacturing company in Bangladesh. TPM is a maintenance strategy aimed at maximizing equipment effectiveness through proactive maintenance involving both maintenance staff and operators. The study analyzed downtime and mean downtime data before and after TPM implementation using Pareto charts and t-tests to identify the most impactful downtime factors and determine if TPM reduced downtime. The results provide suggestions to further improve maintenance and increase production volume.
IRJET- A General Framework of Computerized Maintenance Management System ...IRJET Journal
This document presents a general framework for a Computerized Maintenance Management System (CMMS) for an automobile industry. It discusses various modules that could be included in a CMMS, such as equipment details, staff details, tools, spare parts, task allotment, and work orders. The purpose of developing this CMMS is to efficiently plan maintenance activities and reduce downtime, maintenance costs, and equipment failures through effective planning and scheduling. It also aims to improve maintenance policies and extend machine life.
IRJET- A Study and Analysis of Construction Equipment Management used in ...IRJET Journal
This document discusses construction equipment management and its impact on construction project productivity and costs. It begins with an abstract that outlines how construction equipment is an important factor for running construction projects successfully. The document then reviews literature on construction equipment management practices and overall equipment effectiveness. It describes the methodology, which included distributing questionnaires to construction companies and analyzing the responses. The results section ranks different factors affecting construction equipment based on their relative importance index, with improper cash flow and improper training being the top two factors. It also provides analysis of the questionnaire responses. Overall, the document examines how effective construction equipment management can improve productivity and reduce costs and delays on construction projects.
This document summarizes the vocational training that Ashish Chaudhary received at Jindal Steel and Power Limited in Raipur from June 10-July 10, 2014. It provides an overview of preventive, corrective, and reliability-centered maintenance approaches. It also describes various machines used in the plant such as lathes, milling machines, boring machines, and the maintenance required for lathe operations including adjusting drive belts, gibs, and end gearing.
Overall equipment effectiveness of critical machines in manufacturing industriesIAEME Publication
This document summarizes a study that assessed the overall equipment effectiveness (OEE) of critical machines in two large manufacturing industries - a tire industry and an automobile industry. The study selected two critical machines from each industry and collected data on their performance over one year to calculate OEE values. OEE considers availability, performance and quality to measure actual equipment effectiveness. The results were statistically analyzed to identify how major losses like downtime and defects influence OEE and where improvements could be targeted.
This document presents a case study on implementing an effective preventive maintenance (PM) scheduling system. It analyzes PM practices in a semiconductor company with 109 machines and identifies issues like inefficient scheduling and lack of prioritization of critical machines. Data on machine downtimes from January to September 2011 is collected and the highest downtime months/machines are identified. Root cause analysis finds the main causes are wear and tear from chemicals and technical issues. The document proposes clustering machines, distinguishing critical machines, integrating PM with production planning, and training technicians to help reduce downtimes and improve PM effectiveness.
Development Of An Effective Industrial Maintenance Practice For Plant Optimum...IJERA Editor
Plant optimization is a sound fiscal decision and this is a key attribute of good operational management. The
decision to adhere strictly to the maintenance measurements, controls and efficiencies necessary for optimum
performance not only enhances the plant operations, it quite often produces a safer operating facility and
protects plant asset or investment. Plant operations rely on dependable acquired knowledge, skills, equipment
and maintenance programs for an assured performance whiles strategies are required to be in place for
equipment optimum availability to ensure system operational integrity in order to reduce costs which affect
production. This optimized system would ideally give meaning to effective maintenance practice of plant
equipment and accepted best maintenance management system. This paper presents a comprehensive review of
characteristics of plant equipment and maintenance strategies and proposes sustainable maintenance
management performance criteria. Thereby improving business, safety, equipment efficiency and sustain the
environment. The goal is to achieve optimum availability and optimum operating condition of the equipment
life cycle in a cost optimized approach.
Impact of total productive maintenance methodology on the performanceeSAT Journals
Abstract These days, the organization and companies meet a lot of challenges(internally: to increase the performance, and externally: market share). This work focuses on the internal challenges: such as performance.The most important pillars of the production operations are employees, machines, equipment's, and etc. Maintenance represents the important activity that makes the machines and equipment's operate efficiently. Companies attempt to increase performance and minimize production costs by using a certain approach such as Total productive maintenance (TPM). This work introduces a methodology to improve the performance (operator and equipment) throughproposed model of TPM. Also, it indicates the importance of maintenance which minimizes or eliminates the production problems and increases the organizational productivity. Keywords:Maintenance, Maintenance Management System (MMS), Maintenance Office (MO), Preventive Maintenance (PM), Total productive maintenance (TPM), andOverall Equipment Effectiveness (OEE).
The document discusses Total Productive Maintenance (TPM), including its goals, objectives, similarities to Total Quality Management (TQM), benefits, and implementation process. TPM aims to increase production through improved equipment maintenance while boosting employee satisfaction. It involves scheduling maintenance during work hours to minimize breakdowns. The key pillars of TPM implementation include 5S, autonomous maintenance, and focusing maintenance as a necessary business function.
The document discusses various aspects of maintenance management including the objectives, types, and strategies of maintenance. It describes breakdown and preventive maintenance and factors to consider in maintenance decisions like spare parts inventory, contracting, and organizational structure. Key points covered are the importance of reliability, minimizing downtime, and controlling maintenance costs.
The document describes a case study applying reliability-centered maintenance (RCM) methodology to develop a maintenance plan for a steam-process plant in Egypt. The plant consists of a fire-tube boiler, feed-water pump, dryers, and process heater. A failure mode and effect analysis was conducted for critical equipment. The boiler and pump were found to be critical. An RCM-based maintenance program was developed that decreased labor costs by 25.8% and downtime costs by 80% compared to the plant's current maintenance.
1) Maintenance is defined as actions intended to retain or restore an item to a state in which it can perform its required function.
2) There are different types of maintenance including preventive maintenance, which aims to reduce failures before they occur; corrective maintenance, which repairs items after failure; and run-to-failure maintenance, which only repairs items after breakdown.
3) Attitudes toward maintenance have changed over time from seeing it as only a cost to recognizing its role in production, quality, safety, and the environment. Modern companies rely on well-organized maintenance programs for success.
IRJET- Maintenance Management of Construction Equipment on Construction P...IRJET Journal
This document discusses maintenance management of construction equipment on construction projects. It begins by stating that construction equipment costs can range from 25-40% of total project costs. Proper maintenance is important for equipment efficiency and productivity. The document recommends creating a database to record equipment maintenance and utilization records. It also discusses different types of maintenance, including reactive, preventative, and predictive maintenance. Reactive maintenance involves fixing equipment only after failure, which can lead to downtime, higher costs, and safety hazards. Proper maintenance planning and record keeping is necessary to reduce equipment downtime and losses on construction projects.
Principles and practices of maintenance planningMudit M. Saxena
The document discusses principles and practices of maintenance planning. It covers topics like objectives of maintenance planning, reliability measures like MTBF and MTTR, and importance of maintenance systems. The key objectives of maintenance planning are to maximize production capacity at lowest cost, reduce breakdowns, and optimize resource utilization. Reliability is defined as the probability that an item will perform its intended function for a specified time period. MTBF is the average time between failures, while MTTR is the average time required to repair a failure and return the equipment to working order.
This document discusses maintenance management systems at a garment manufacturing company. It outlines the objectives of maintenance management which are to create a safe work environment with zero waste and accidents while achieving 100% efficiency. The types of maintenance covered are routine, preventive, and emergency maintenance. The document then describes the maintenance organization structure and functions. Key elements of maintenance management discussed include maintenance policies, preventive maintenance, condition monitoring, work orders, and performance measurement. The maintenance department is divided into four sub-departments: central maintenance, batch maintenance, folders and fabrication, and utility and safety. The roles and maintenance approaches of each sub-department are summarized. Associated production planning and industrial engineering departments are also outlined.
This document provides an introduction and overview of Total Productive Maintenance (TPM). TPM is a maintenance program that aims to increase production while also improving employee morale. It seeks to minimize downtime and unscheduled maintenance by involving operators in maintenance activities. The goals of TPM are to achieve at least 90% overall equipment effectiveness, reduce manufacturing costs by 30%, and ensure zero defects. TPM traces its origins back to 1951 in Japan and was pioneered by Nippondenso, who incorporated operator-led autonomous maintenance and equipment modifications to birth the concept of productive maintenance.
The document discusses various aspects of maintenance management including definitions, objectives, types of maintenance, reliability concepts, modern maintenance methods, and total productive maintenance pillars. It defines maintenance as work to keep equipment in proper working order and prevent failures. The main types of maintenance discussed are breakdown, preventive, and predictive maintenance. Modern maintenance methods include reliability centered maintenance, six sigma maintenance, and total productive maintenance.
Maintenance involves various types of activities aimed at retaining equipment in working condition. Preventive maintenance involves planned activities like inspections and adjustments to prevent failures. Corrective maintenance repairs equipment after a failure to restore it. Predictive maintenance uses condition monitoring to predict failures and schedule maintenance. The types and objectives of maintenance have evolved over time to focus more on availability, cost reduction and other factors.
The document provides information on maintenance principles and procedures. It discusses the definition of maintenance as activities to keep systems functioning. The principles of maintenance are to achieve quality, maximize equipment life, and minimize interruptions. Planned maintenance includes activities like preventative maintenance to condition-based maintenance. Unplanned maintenance refers to emergency or breakdown maintenance. Maintenance aims to improve aspects like capacity, quality, and productivity while reducing costs and inventory. Workplace safety topics covered include personal protective equipment, lockout/tagout procedures, hazardous materials and energy, and the importance of inspecting hand tools and power tools.
The document discusses different types of machine maintenance. It defines maintenance as activities intended to retain or restore functionality. There are two main types of maintenance: planned and unplanned. Planned maintenance includes preventive, corrective, improvement, and predictive maintenance. The goals of maintenance are to maximize uptime and equipment life while minimizing costs. Proper maintenance is important for safety, productivity and profitability.
The document discusses the concept of Kobetsu Kaizen, which is one of the original pillars of Total Productive Maintenance (TPM). Kobetsu Kaizen aims to improve production effectiveness through the systematic identification and elimination of losses using various Kaizen tools. It defines 16 categories of losses that can occur within a production system, including failure losses, setup/adjustment losses, and defect/rework losses. The implementation of Kobetsu Kaizen involves selecting improvement topics, forming project teams, identifying and prioritizing losses, analyzing the root causes of losses, planning improvements, implementing changes, and checking results.
Plant maintenance involves keeping industrial plants in good operating condition through day-to-day problem solving and resource management. It aims to control and improve plant availability and performance. Maintenance includes both corrective actions to restore facilities as well as preventive maintenance like lubrication, inspection, and condition monitoring to predict and prevent failures. The goal is to minimize downtime and repair costs while ensuring safety, quality production, and prolonging equipment life. Preventive maintenance is particularly important, requiring careful planning, record keeping, and parameter monitoring using specialized equipment. Both too much and too little preventive maintenance can be problematic, requiring judgment to determine the optimal approach.
This document provides guidance on establishing a maintenance management system for apparel firms. It describes the key elements of a maintenance management system, from initial inventory gathering to preparing a maintenance budget. The system framework helps with maintenance planning, work scheduling, completing work orders, and managing maintenance costs. Effective maintenance management can prevent health and safety issues, extend asset lifespan with fewer breakdowns, and reduce operating costs. It involves taking a systematic approach to planning, organizing, monitoring, and evaluating all maintenance activities and their associated costs.
This document describes a simulation model developed to calculate Overall Equipment Effectiveness (OEE) for a generic production line. The model takes input data from XML files generated by an optimization model that minimizes costs based on factors like work in progress inventory and machine idle time. Both crisp and fuzzy models are implemented to calculate availability, performance, quality, and overall OEE. The fuzzy model uses Mamdani inference with triangular membership functions. Simulation results in VB and Excel are presented and compared to world class standards. Goal seek and scenario manager tools are used to determine input parameter changes needed to meet standards. The model provides a way to evaluate a production line's efficiency and identify areas for improvement.
OVERALL EQUIPMENT EFFECTIVENESS OF CRITICAL MACHINES IN MANUFACTURING INDUSTR...IAEME Publication
Overall Equipment Effectiveness (OEE) is a measure used in Total Productive Maintenance (TPM), a maintenance program which involves a newly defined concept for maintaining plants and equipment, to calculate the percentage of actual effectiveness of the equipment, taking into consideration the availability of the equipment, the performance rate when running and the quality rate of the manufactured product measured over a period of time (days, weeks or months). The equipment criticality is decided by considering how and how much the equipment affects the production volume and quality.
Challenges in implementing Total Productive Maintenance in Indian Manufacturi...IRJET Journal
This document reviews challenges in implementing Total Productive Maintenance (TPM) in Indian manufacturing industries. TPM is a systematic approach to maintenance that aims to maximize equipment effectiveness by minimizing breakdowns and failures. The review identifies common hurdles to TPM implementation in India and discusses the benefits of effective implementation. It finds that while many large Indian industries have implemented TPM, it remains a challenge for small and medium enterprises due to limitations. Proper TPM implementation requires organizational and cultural changes that take time but can improve equipment performance, quality, and reduce costs.
A Total Productive Maintenance (TPM) Approach To Improve Overall Equipment Ef...IJMER
This document summarizes a study on implementing Total Productive Maintenance (TPM) to improve the overall equipment effectiveness (OEE) at an industrial plant. TPM is introduced as an approach to minimize breakdowns and defects through cooperation between production and maintenance. The study analyzed data from a shot peening machine and identified six major losses contributing to low OEE of 67%. An action plan was proposed to implement TPM pillars like autonomous maintenance and focused improvement. After implementing TPM, availability increased to 87.15% and OEE improved to 66.4%, showing potential for further gains through eliminating losses. The study demonstrated that TPM is effective for improving equipment performance and productivity.
Impact of total productive maintenance methodology on the performanceeSAT Journals
Abstract These days, the organization and companies meet a lot of challenges(internally: to increase the performance, and externally: market share). This work focuses on the internal challenges: such as performance.The most important pillars of the production operations are employees, machines, equipment's, and etc. Maintenance represents the important activity that makes the machines and equipment's operate efficiently. Companies attempt to increase performance and minimize production costs by using a certain approach such as Total productive maintenance (TPM). This work introduces a methodology to improve the performance (operator and equipment) throughproposed model of TPM. Also, it indicates the importance of maintenance which minimizes or eliminates the production problems and increases the organizational productivity. Keywords:Maintenance, Maintenance Management System (MMS), Maintenance Office (MO), Preventive Maintenance (PM), Total productive maintenance (TPM), andOverall Equipment Effectiveness (OEE).
The document discusses Total Productive Maintenance (TPM), including its goals, objectives, similarities to Total Quality Management (TQM), benefits, and implementation process. TPM aims to increase production through improved equipment maintenance while boosting employee satisfaction. It involves scheduling maintenance during work hours to minimize breakdowns. The key pillars of TPM implementation include 5S, autonomous maintenance, and focusing maintenance as a necessary business function.
The document discusses various aspects of maintenance management including the objectives, types, and strategies of maintenance. It describes breakdown and preventive maintenance and factors to consider in maintenance decisions like spare parts inventory, contracting, and organizational structure. Key points covered are the importance of reliability, minimizing downtime, and controlling maintenance costs.
The document describes a case study applying reliability-centered maintenance (RCM) methodology to develop a maintenance plan for a steam-process plant in Egypt. The plant consists of a fire-tube boiler, feed-water pump, dryers, and process heater. A failure mode and effect analysis was conducted for critical equipment. The boiler and pump were found to be critical. An RCM-based maintenance program was developed that decreased labor costs by 25.8% and downtime costs by 80% compared to the plant's current maintenance.
1) Maintenance is defined as actions intended to retain or restore an item to a state in which it can perform its required function.
2) There are different types of maintenance including preventive maintenance, which aims to reduce failures before they occur; corrective maintenance, which repairs items after failure; and run-to-failure maintenance, which only repairs items after breakdown.
3) Attitudes toward maintenance have changed over time from seeing it as only a cost to recognizing its role in production, quality, safety, and the environment. Modern companies rely on well-organized maintenance programs for success.
IRJET- Maintenance Management of Construction Equipment on Construction P...IRJET Journal
This document discusses maintenance management of construction equipment on construction projects. It begins by stating that construction equipment costs can range from 25-40% of total project costs. Proper maintenance is important for equipment efficiency and productivity. The document recommends creating a database to record equipment maintenance and utilization records. It also discusses different types of maintenance, including reactive, preventative, and predictive maintenance. Reactive maintenance involves fixing equipment only after failure, which can lead to downtime, higher costs, and safety hazards. Proper maintenance planning and record keeping is necessary to reduce equipment downtime and losses on construction projects.
Principles and practices of maintenance planningMudit M. Saxena
The document discusses principles and practices of maintenance planning. It covers topics like objectives of maintenance planning, reliability measures like MTBF and MTTR, and importance of maintenance systems. The key objectives of maintenance planning are to maximize production capacity at lowest cost, reduce breakdowns, and optimize resource utilization. Reliability is defined as the probability that an item will perform its intended function for a specified time period. MTBF is the average time between failures, while MTTR is the average time required to repair a failure and return the equipment to working order.
This document discusses maintenance management systems at a garment manufacturing company. It outlines the objectives of maintenance management which are to create a safe work environment with zero waste and accidents while achieving 100% efficiency. The types of maintenance covered are routine, preventive, and emergency maintenance. The document then describes the maintenance organization structure and functions. Key elements of maintenance management discussed include maintenance policies, preventive maintenance, condition monitoring, work orders, and performance measurement. The maintenance department is divided into four sub-departments: central maintenance, batch maintenance, folders and fabrication, and utility and safety. The roles and maintenance approaches of each sub-department are summarized. Associated production planning and industrial engineering departments are also outlined.
This document provides an introduction and overview of Total Productive Maintenance (TPM). TPM is a maintenance program that aims to increase production while also improving employee morale. It seeks to minimize downtime and unscheduled maintenance by involving operators in maintenance activities. The goals of TPM are to achieve at least 90% overall equipment effectiveness, reduce manufacturing costs by 30%, and ensure zero defects. TPM traces its origins back to 1951 in Japan and was pioneered by Nippondenso, who incorporated operator-led autonomous maintenance and equipment modifications to birth the concept of productive maintenance.
The document discusses various aspects of maintenance management including definitions, objectives, types of maintenance, reliability concepts, modern maintenance methods, and total productive maintenance pillars. It defines maintenance as work to keep equipment in proper working order and prevent failures. The main types of maintenance discussed are breakdown, preventive, and predictive maintenance. Modern maintenance methods include reliability centered maintenance, six sigma maintenance, and total productive maintenance.
Maintenance involves various types of activities aimed at retaining equipment in working condition. Preventive maintenance involves planned activities like inspections and adjustments to prevent failures. Corrective maintenance repairs equipment after a failure to restore it. Predictive maintenance uses condition monitoring to predict failures and schedule maintenance. The types and objectives of maintenance have evolved over time to focus more on availability, cost reduction and other factors.
The document provides information on maintenance principles and procedures. It discusses the definition of maintenance as activities to keep systems functioning. The principles of maintenance are to achieve quality, maximize equipment life, and minimize interruptions. Planned maintenance includes activities like preventative maintenance to condition-based maintenance. Unplanned maintenance refers to emergency or breakdown maintenance. Maintenance aims to improve aspects like capacity, quality, and productivity while reducing costs and inventory. Workplace safety topics covered include personal protective equipment, lockout/tagout procedures, hazardous materials and energy, and the importance of inspecting hand tools and power tools.
The document discusses different types of machine maintenance. It defines maintenance as activities intended to retain or restore functionality. There are two main types of maintenance: planned and unplanned. Planned maintenance includes preventive, corrective, improvement, and predictive maintenance. The goals of maintenance are to maximize uptime and equipment life while minimizing costs. Proper maintenance is important for safety, productivity and profitability.
The document discusses the concept of Kobetsu Kaizen, which is one of the original pillars of Total Productive Maintenance (TPM). Kobetsu Kaizen aims to improve production effectiveness through the systematic identification and elimination of losses using various Kaizen tools. It defines 16 categories of losses that can occur within a production system, including failure losses, setup/adjustment losses, and defect/rework losses. The implementation of Kobetsu Kaizen involves selecting improvement topics, forming project teams, identifying and prioritizing losses, analyzing the root causes of losses, planning improvements, implementing changes, and checking results.
Plant maintenance involves keeping industrial plants in good operating condition through day-to-day problem solving and resource management. It aims to control and improve plant availability and performance. Maintenance includes both corrective actions to restore facilities as well as preventive maintenance like lubrication, inspection, and condition monitoring to predict and prevent failures. The goal is to minimize downtime and repair costs while ensuring safety, quality production, and prolonging equipment life. Preventive maintenance is particularly important, requiring careful planning, record keeping, and parameter monitoring using specialized equipment. Both too much and too little preventive maintenance can be problematic, requiring judgment to determine the optimal approach.
This document provides guidance on establishing a maintenance management system for apparel firms. It describes the key elements of a maintenance management system, from initial inventory gathering to preparing a maintenance budget. The system framework helps with maintenance planning, work scheduling, completing work orders, and managing maintenance costs. Effective maintenance management can prevent health and safety issues, extend asset lifespan with fewer breakdowns, and reduce operating costs. It involves taking a systematic approach to planning, organizing, monitoring, and evaluating all maintenance activities and their associated costs.
This document describes a simulation model developed to calculate Overall Equipment Effectiveness (OEE) for a generic production line. The model takes input data from XML files generated by an optimization model that minimizes costs based on factors like work in progress inventory and machine idle time. Both crisp and fuzzy models are implemented to calculate availability, performance, quality, and overall OEE. The fuzzy model uses Mamdani inference with triangular membership functions. Simulation results in VB and Excel are presented and compared to world class standards. Goal seek and scenario manager tools are used to determine input parameter changes needed to meet standards. The model provides a way to evaluate a production line's efficiency and identify areas for improvement.
OVERALL EQUIPMENT EFFECTIVENESS OF CRITICAL MACHINES IN MANUFACTURING INDUSTR...IAEME Publication
Overall Equipment Effectiveness (OEE) is a measure used in Total Productive Maintenance (TPM), a maintenance program which involves a newly defined concept for maintaining plants and equipment, to calculate the percentage of actual effectiveness of the equipment, taking into consideration the availability of the equipment, the performance rate when running and the quality rate of the manufactured product measured over a period of time (days, weeks or months). The equipment criticality is decided by considering how and how much the equipment affects the production volume and quality.
Challenges in implementing Total Productive Maintenance in Indian Manufacturi...IRJET Journal
This document reviews challenges in implementing Total Productive Maintenance (TPM) in Indian manufacturing industries. TPM is a systematic approach to maintenance that aims to maximize equipment effectiveness by minimizing breakdowns and failures. The review identifies common hurdles to TPM implementation in India and discusses the benefits of effective implementation. It finds that while many large Indian industries have implemented TPM, it remains a challenge for small and medium enterprises due to limitations. Proper TPM implementation requires organizational and cultural changes that take time but can improve equipment performance, quality, and reduce costs.
A Total Productive Maintenance (TPM) Approach To Improve Overall Equipment Ef...IJMER
This document summarizes a study on implementing Total Productive Maintenance (TPM) to improve the overall equipment effectiveness (OEE) at an industrial plant. TPM is introduced as an approach to minimize breakdowns and defects through cooperation between production and maintenance. The study analyzed data from a shot peening machine and identified six major losses contributing to low OEE of 67%. An action plan was proposed to implement TPM pillars like autonomous maintenance and focused improvement. After implementing TPM, availability increased to 87.15% and OEE improved to 66.4%, showing potential for further gains through eliminating losses. The study demonstrated that TPM is effective for improving equipment performance and productivity.
International Journal of Engineering Research and Development (IJERD)IJERD Editor
This document summarizes a case study on the implementation of Total Productive Maintenance (TPM) at a printing company in Bangladesh. The implementation focused on four pillars: Focused Improvement, Autonomous Maintenance, Planned Maintenance, and Education & Training. Key metrics like machine breakdown time, mean time between failures, and mean time to repair showed significant improvements after TPM implementation compared to the previous year. For example, machine breakdown time decreased by 30% and mean time between failures increased substantially. The study concludes that TPM transformed maintenance practices and improved employee engagement at the company, leading to enhanced equipment productivity and reduced costs.
Study of Total Productive Maintenance & It’s Implementation Approach in Steel...IRJET Journal
This document discusses the implementation of total productive maintenance (TPM) through equipment-wise breakdown analysis in the steel manufacturing industry. It first reviews literature on TPM and discusses its eight pillars. It then outlines a four-step TPM implementation roadmap involving declaration of TPM, employee education, initial 5S implementation, and selection of a model machine. The main body of the document focuses on the first pillar of TPM - Jishu Hozen (autonomous maintenance) - outlining its seven steps to train operators to independently maintain equipment through cleaning, inspection, lubrication and tightening. The goal is to minimize unexpected breakdowns and maximize equipment uptime through operator-led autonomous maintenance practices.
This document describes the development of a TPM tracking device for a machine shop. It discusses the need for such a device to minimize wastage and maximize productivity. It outlines the hardware and software components of the system, including an AVR controller to collect data from machines, Ethernet connectivity to transmit data to a PC, and a GUI interface to visualize the data for operators and managers. The system aims to help track machine performance and downtime in order to improve overall equipment effectiveness.
A Review on Implementation of TPM in Manufacturing IndustryIJMER
Abstract: The intent of the study is to appraise the challenges faced by manufacturing industries to implement Total Productive Maintenance (TPM). The scheme of this research is to critically analyze the factors influencing TPM implementation in manufacturing organizations, and to formulate comprehensive strategy for overcoming impediments to successful TPM implementation . The introduction of several philosophies such as Corrective Maintenance (CM), Preventive Maintenance (PM) or Total Productive Maintenance (TPM) have allowed extra solutions to a process planning problem faced by company in comparison to the conventional fire-fighting syndrome.
This main purpose of this study was to focus on developing a framework of maintenance strategy
TPM initiatives to confront exponential global challenges.
A Review on Implementation of TPM in Manufacturing IndustryIJMER
The intent of the study is to appraise the challenges faced by manufacturing industries to
implement Total Productive Maintenance (TPM). The scheme of this research is to critically
analyze the factors influencing TPM implementation in manufacturing organizations, and to
formulate comprehensive strategy for overcoming impediments to successful TPM implementation .
The introduction of several philosophies such as Corrective Maintenance (CM), Preventive
Maintenance (PM) or Total Productive Maintenance (TPM) have allowed extra solutions to a
process planning problem faced by company in comparison to the conventional fire-fighting syndrome.
This main purpose of this study was to focus on developing a framework of maintenance strategy
TPM initiatives to confront exponential global challenges.
IRJET - Implementation of TPM Philosophy on Critical Paint Shop MachineIRJET Journal
This document discusses the implementation of Total Productive Maintenance (TPM) on critical machines in the paint shop of Tata Motors Ltd. in Sanand, India. It begins with an introduction to TPM, including its objectives to improve overall equipment effectiveness and minimize breakdowns, defects, accidents and waste. It describes the eight pillars of TPM implementation including autonomous maintenance, planned maintenance, quality maintenance and education/training. The document then outlines the 12 steps to implement TPM in an organization and analyzes the results at Tata Motors, showing improvements from cleaning and organizing equipment to increasing overall equipment effectiveness from 63.82% before TPM to 85.23% after implementation.
Investigation for development of new tool in dfx shell through literature sur...iaemedu
This document discusses the need for a new tool called Design for TPM to help incorporate total productive maintenance considerations into equipment design. It notes that modifications are often made to equipment on the shop floor during TPM implementation, indicating that customer requirements for maintenance were not fully addressed at the design stage. The document reviews literature on TPM, design processes, reliability and maintainability considerations. It concludes that input from maintenance staff should be incorporated earlier in design to simplify maintenance tasks and reduce costs over the lifecycle of the equipment. A Design for TPM tool could help standardize how customer TPM needs are identified and addressed prior to equipment procurement.
Investigation for development of new tool in dfx shell through literatureIAEME Publication
This document discusses the need for a new tool called Design for TPM to help incorporate total productive maintenance considerations into equipment design. It notes that modifications are often made to equipment on the shop floor during TPM implementation, indicating that customer requirements for maintenance were not fully addressed at the design stage. The document reviews literature on TPM, design processes, reliability and maintainability factors. It concludes that input from maintenance staff should be considered earlier in design to simplify maintenance tasks and reduce costs over the equipment lifecycle. A Design for TPM tool could help standardize feedback from past experiences to guide more maintenance-friendly designs.
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
IRJET- Improvement of Availability and Maintainability through Actions based ...IRJET Journal
This document summarizes a case study on improving the availability and maintainability of critical machines at a steel plant through root cause analysis of failures and implementing corrective countermeasures. Data was collected on breakdowns of a housing less mill stand machine and slitting machine before and after implementing countermeasures. Root cause analysis found the main issues for the slitting machine were fire cracks in the reel and improper adjustment. Corrective actions like improved cooling and adjustments increased availability from 94.89% to 97.72%, MTBF from 59 to 82.81 hours, and decreased MTTR from 3.17 to 1.93 hours, demonstrating the effectiveness of the countermeasures at improving performance.
IRJET- Comparative Performance Study of Mine Trucks by Overall Equipment Effe...IRJET Journal
This document discusses measuring the effectiveness of mining equipment using Overall Equipment Effectiveness (OEE). OEE is calculated based on availability, performance, and quality to identify sources of productivity loss. It presents a method to calculate OEE for trucks used in open pit mines based on time loss classifications like scheduled maintenance, breakdowns, setups, waiting times, reduced speeds, and quality defects. Calculating OEE using a calendar time-based approach rather than loading time provides a more accurate assessment of actual equipment utilization. Regular OEE measurement can help mining operations improve productivity by reducing downtime and other inefficiencies.
Relative loss analysis in small scale industries within the proposedIAEME Publication
This document provides an overview of total productive maintenance (TPM) and analyzes relative equipment losses in small-scale industries within the proposed Marathwada Auto Cluster in India. It discusses the 16 types of losses defined in TPM philosophy and conducts a survey of small-scale industries to assess the relative scale of each loss. The findings from this loss analysis are intended to help prioritize training and other TPM initiatives for improving efficiency in the auto cluster.
Relative loss analysis in small scale industries within the proposedIAEME Publication
This document discusses relative loss analysis in small-scale industries within the proposed Marathwada Auto Cluster in India. It provides background on total productive maintenance (TPM) and describes the 16 types of losses as defined by TPM. The study aims to estimate these relative losses in small-scale industries in order to help minimize them. It also gives context about the recently established Marathwada Auto Cluster and the objectives of improving competitiveness and collective learning among manufacturers in the cluster through strategic interventions.
Relative loss analysis in small scale industries within the proposedIAEME Publication
This document provides an overview of total productive maintenance (TPM) and analyzes relative equipment losses in small-scale industries within the proposed Marathwada Auto Cluster in India. It discusses the 16 types of losses defined in TPM philosophy and conducts a survey of small-scale industries to assess the relative scale of each loss. The findings from this loss analysis are intended to help prioritize training and other TPM initiatives for improving efficiency in the auto cluster.
Relative loss analysis in small scale industries within the proposedIAEME Publication
This document discusses relative loss analysis in small-scale industries within the proposed Marathwada Auto Cluster in India. It provides background on total productive maintenance (TPM) and describes the 16 types of losses as defined by TPM. The study aims to estimate these relative losses in small-scale industries in order to help minimize them. It also gives context about the recently established Marathwada Auto Cluster and the objectives of improving competitiveness and collective learning among manufacturers in the cluster through shared infrastructure and partnerships with research institutions.
Relative loss analysis in small scale industries within the proposedIAEME Publication
This document provides an overview of total productive maintenance (TPM) and analyzes relative equipment losses in small-scale industries within the proposed Marathwada Auto Cluster in India. It discusses the 16 types of losses defined in TPM philosophy and conducts a survey of small-scale industries to assess the relative scale of each loss. The findings from this loss analysis are intended to help industry improve efficiency and prioritize training needs.
Similar to IRJET- Effective Implementation of Planned Maintenance in a Gas Producing Plant: A Case Study at JSPL, Raigarh (20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
Applications of artificial Intelligence in Mechanical Engineering.pdfAtif Razi
Historically, mechanical engineering has relied heavily on human expertise and empirical methods to solve complex problems. With the introduction of computer-aided design (CAD) and finite element analysis (FEA), the field took its first steps towards digitization. These tools allowed engineers to simulate and analyze mechanical systems with greater accuracy and efficiency. However, the sheer volume of data generated by modern engineering systems and the increasing complexity of these systems have necessitated more advanced analytical tools, paving the way for AI.
AI offers the capability to process vast amounts of data, identify patterns, and make predictions with a level of speed and accuracy unattainable by traditional methods. This has profound implications for mechanical engineering, enabling more efficient design processes, predictive maintenance strategies, and optimized manufacturing operations. AI-driven tools can learn from historical data, adapt to new information, and continuously improve their performance, making them invaluable in tackling the multifaceted challenges of modern mechanical engineering.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
This study Examines the Effectiveness of Talent Procurement through the Imple...DharmaBanothu
In the world with high technology and fast
forward mindset recruiters are walking/showing interest
towards E-Recruitment. Present most of the HRs of
many companies are choosing E-Recruitment as the best
choice for recruitment. E-Recruitment is being done
through many online platforms like Linkedin, Naukri,
Instagram , Facebook etc. Now with high technology E-
Recruitment has gone through next level by using
Artificial Intelligence too.
Key Words : Talent Management, Talent Acquisition , E-
Recruitment , Artificial Intelligence Introduction
Effectiveness of Talent Acquisition through E-
Recruitment in this topic we will discuss about 4important
and interlinked topics which are
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...PriyankaKilaniya
Energy efficiency has been important since the latter part of the last century. The main object of this survey is to determine the energy efficiency knowledge among consumers. Two separate districts in Bangladesh are selected to conduct the survey on households and showrooms about the energy and seller also. The survey uses the data to find some regression equations from which it is easy to predict energy efficiency knowledge. The data is analyzed and calculated based on five important criteria. The initial target was to find some factors that help predict a person's energy efficiency knowledge. From the survey, it is found that the energy efficiency awareness among the people of our country is very low. Relationships between household energy use behaviors are estimated using a unique dataset of about 40 households and 20 showrooms in Bangladesh's Chapainawabganj and Bagerhat districts. Knowledge of energy consumption and energy efficiency technology options is found to be associated with household use of energy conservation practices. Household characteristics also influence household energy use behavior. Younger household cohorts are more likely to adopt energy-efficient technologies and energy conservation practices and place primary importance on energy saving for environmental reasons. Education also influences attitudes toward energy conservation in Bangladesh. Low-education households indicate they primarily save electricity for the environment while high-education households indicate they are motivated by environmental concerns.
Determination of Equivalent Circuit parameters and performance characteristic...pvpriya2
Includes the testing of induction motor to draw the circle diagram of induction motor with step wise procedure and calculation for the same. Also explains the working and application of Induction generator
Supermarket Management System Project Report.pdfKamal Acharya
Supermarket management is a stand-alone J2EE using Eclipse Juno program.
This project contains all the necessary required information about maintaining
the supermarket billing system.
The core idea of this project to minimize the paper work and centralize the
data. Here all the communication is taken in secure manner. That is, in this
application the information will be stored in client itself. For further security the
data base is stored in the back-end oracle and so no intruders can access it.