Industrial Engineering

Permanent URI for this collection

https://hdl.handle.net/20.500.11888/10129

Browse

Now showing 1 - 5 of 242

Improving Statistical Process Control Using Artificial Neural Networks
(2025-07-21) Zahra Maqboul; Amani Nassasra; Ehab Mashaqi
Abstract Today's manufacturing processes acutely pressurize all quality control systems, including the stability in process conditions and product conformity. The performance of the statistical process control will be further improved with machine learning methods, including ANN applications; their modeling will contribute much more to the effective monitoring and prediction of process variables. The research will study the process of ice cream production at Al-Arz Ice Cream Company and utilize historical data to study key quality indicators such as box weight, casting weight, chocolate temperature, and the weight of added chocolate. The objective of this work was to propose a predictive model, that will optimize the quality control process by joining SPC principles with ANNs. A dataset collected over four months was analyzed, preprocessed, and then used to train multiple ANN models. These models have been evaluated for performance and compared to traditional SPC methods. The developed models showed more accuracy for the identification of complex patterns and prediction of deviations from the quality standard. ANN implementation in this project showed significant improvement in the effectiveness of quality control, reducing the chances of error appearance and making production processes stable. Data inconsistencies and model parameter optimizations are the major challenges. The results showed that machine learning could offer new impulses for a completely changed quality management approach; the early detection of variations of the processes, while realtime monitoring is enabled, can offer a scalable, adaptive, and effective solution for contemporary industries.
" Implementing Quality Management Systems - ISO 9001:2015 at Al-Hijjawi Printing Press"
(2025-07-13) Aroob Hindya; Wesal Abuissa; Ward Batyeh; Tasneem Darwis
Project Summary This project aims to implement the ISO 9001:2015 Quality Management System at Abdul Rahman Al-Hijjawi & Sons Printing Press in Nablus to enhance product quality, boost customer satisfaction, and improve operational efficiency. The project was conducted in two main phases:  Phase One focused on understanding ISO 9001:2015 requirements, collecting operational data, designing an internal audit checklist, and performing a comprehensive gap analysis to assess the organization’s compliance level.  Phase Two addressed all identified gaps by developing a complete quality management system, including policies, objectives, procedures, records, forms, internal audits, and management review documentation. A complete ISO 9001:2015 Quality Manual was developed, alongside the creation of all necessary documents, procedures, records, and templates to fully implement each clause. The team also conducted internal audits, performance reviews, and established a continuous improvement plan. Despite challenges like limited resources and resistance to change, strong teamwork and managerial support enabled the successful implementation of ISO 9001:2015. The organization is now well-prepared for certification and equipped with a robust, sustainable quality culture.
Enhancing Operational Performance: A Warehouse Management .Solution For Elegant Home Company
(2025-07-08) Alaa Shalash Dina Fahed; Dina FahedRaghd Atatri; Sadeel Khalil
Project’s Abstract: 1. Introduction: Elegant Home Company, established in 1998, its primary focus was on creating and marketing beddings, and other household necessities, The company gradually increased the variety of goods it offered, adding apparel and necessities for new-borns and kids in addition to men's and women's home wear, As a result of its expansion, the business presently has 9 branches across the country. With the help of a group of about 108 workers, Elegant Home Company is able to maintain a strong presence in the clothing and home goods industries while selling high-quality products. 2. Problem Statement: Elegant Home Company's warehouse operations suffer from severe inefficiencies caused by disorganization, weak safety precautions, and poor inventory management. The warehouse lacks standardized material handling systems, resulting in frequent product losses, contamination, and misplaced inventory. Some things are frequently left exposed or incorrectly stored, resulting in waste and damage. The current warehouse layout is poorly conceived, resulting in inefficient space use, disturbed material flow, and longer order fulfilment times. Furthermore, the lack of clear emergency exits due to obstructions, such as cartons on stairwells and dirty, debris-covered floors, and lack of important safety equipment such as fire alarms creates a dangerous environment, posing major threats to worker safety and regulatory compliance. These challenges contribute to a disorderly supply chain, resulting in longer lead times, higher operational expenses, and worse warehouse productivity. To overcome these problems, the warehouse must be rearranged to make the best use of available space, putting in place a productive inventory management system, enhancing safety procedures, and using lean principles to cut down on waste and enhance operational effectiveness. 3. Project Description: This project aims to design and implement a comprehensive warehouse management system for Elegant Home Company, integrating advanced strategies to optimize operational efficiency and safety. The primary focus will be on adopting innovative approaches to streamline warehouse processes, enhance inventory management, and improve overall performance. The project will focus on several key areas to ensure a comprehensive and innovative warehouse management system. First, the layout design will be optimized to maximize space utilization and reduce product handling time, enhancing operational efficiency. A detailed risk management and safety plan will also be developed to ensure compliance with industry standards and safeguard both personnel and assets. Additionally, innovative management techniques will be implemented to support effective decision-making and resource allocation. Clear Standard Operating Procedures (SOPs) will be established for critical warehouse functions, including order fulfilment, safety protocols, and inventory management, ensuring streamlined operations. Finally, the project will incorporate sustainability initiatives by exploring eco-friendly practices, such as waste reduction measures, aligning with the company's commitment to environmentally responsible operations. 4. Project Goals: This project seeks to develop and implement a warehouse management system for Elegant Home Company, focusing on increasing efficiency, safety, and sustainability. It will streamline the layout for optimal space usage, enhance inventory management to reduce errors and accelerate order fulfilment, and establish SOPs for operational consistency. A risk management plan will be created to ensure safety compliance, while innovative management practices will improve decision-making. Additionally, the project will incorporate sustainable measures like waste reduction to support the company's environmental objectives. 5. Deliverables: 1- Risk Management and Safety Plan 2- Standard Operating Procedures 3- Performance Monitoring and Reporting Tools 4- Optimized Warehouse Layout Design 5- Inventory Management System 6- Management Practices 7- Sustainability Initiatives 8- Training Program for Staff 9- Final Project Report 6. Implementation Methodology 1. Review of Relevant Studies (Analysis of existing literature and best practices in warehouse management to establish a knowledge base.) 2. Warehouse Data Acquisition (Collect data on inventory levels, warehouse layout, and operational processes.) 3. Data Analysis (Analysis of the data to detect inefficiencies and areas for potential optimization.) 4. Solution Formulation (Development of deliverables) 5. Thorough Documentation and Executive Recommendations (Present findings in a detailed report, offering practical recommendations to streamline warehouse operations
Operations analysis and improvement in packaging factory utilizing DMAIC approach
(2025-07-08) Anas Yaqoop; Mohamad Azzam; Mosab Shuqqo; Tareq Saymeh
Abstract Al-Shilleh Packaging Factory is among the top food packaging factories in Palestine, located in the city of Nablus. It was established in 1990 and, over time, expanded to cover sophisticated production lines that package some of the required materials like sugar, flour, salt, and legumes. Despite expansion, the factory encounters serious operating challenges to its effectiveness that are primarily caused by a lack of systematic recording of information and monitoring of processes in time. Due to the packaging process and their dependency on speed, accuracy, and consistency, inefficiencies such as random machine breakdown, faulty products, and irregular maintenance have become major obstacles. These are directly associated with typical forms of waste such as waiting, defects, and over-processing, which are sources of barriers to flow and increase costs. The DMAIC approach (Define, Measure, Analyze, Improve, Control) is used by this project to enhance and assess Al-Shilleh Factory salt packaging line. Field observation, interviews, time studies, and sampling were employed to collect real-time data. Quality tools like SIPOC diagrams, process flowcharts, control charts, statistical quality control, and FMECA were used to identify the root causes as well as measure deviations from performance. According to the analysis, several changes were implemented, including new production and maintenance document templates, revised maintenance practices, and more quality control inspections. All these changes are to provide optimal process reliability, reduce downtime, and facilitate easy implementation of a culture of data-driven operations. The project illustrates the potential of DMAIC structured problem-solving in achieving significant efficiency gains, eradication of waste, and inducing lasting working excellence for the food-packaging sector.
Enabling Sustainable Futures and Economic Empowerment through PET Recycling in Nablus
(2025-02-05) Malak Saadeh; Ghusoon Salah
Abstract: Plastic waste poses a significant environmental challenge worldwide, resulting in pollution of land, water, and air that adversely affects human health and wildlife. Challenges include inadequate recycling infrastructure and high volumes of single-use plastics. However, recycling emerges as a crucial solution, addressing environmental impact, resource conservation, and the reduction of new plastic demand. Combining efficient recycling systems with awareness campaigns for responsible consumption and eco-friendly alternatives offers a comprehensive strategy to tackle the global plastic crisis. The project's main objective is to establish a sustainable and economically viable system for recycling Polyethylene Terephthalate (PET) plastic waste in Nablus city. Furthermore, it aims to raise awareness about reducing plastic waste and promoting sustainable practices. To achieve these objectives, an economic feasibility study has been conducted to explore the potential for a PET plastic recycling factory. This feasibility study explores the viability and potential benefits of establishing a PET recycling plant in Nablus, aiming to address the pressing challenges associated with plastic waste management in the region. The study begins with a comprehensive analysis of the current state of plastic waste management in Nablus, emphasizing the escalating environmental impact and the social implications of inadequate waste disposal. The project proposes the establishment of a PET recycling plant as a strategic intervention, offering a systematic approach to reduce the environmental footprint and promote a circular economy. Key components of the feasibility study include an in-depth market analysis, encompassing the demand for recycled PET products in local and international markets. Additionally, a detailed examination of the technical and technological requirements for the recycling process, alongside the identification of potential site for the plant, forms an integral part of the study. The financial feasibility aspect involves a thorough cost-benefit analysis, taking into account initial investment, operational costs, and revenue projections. The financial analysis, spanning a ten-year period, reveals promising results, demonstrating profitability and positive returns on investment. The study incorporates detailed projections for initial setup costs, operational expenditures, and revenue streams. These financial results underscore the project's potential to not only cover its costs but also generate sustainable profits over the projected timeframe. Furthermore, the socio-economic impact assessment highlights job creation, skills development, and community engagement as additional positive outcomes. In summary, the findings of this feasibility study provide valuable insights into the practicality and sustainability of establishing a PET recycling plant in Nablus. This project aims to contribute not only to the reduction of plastic pollution but also to the creation of a more sustainable and environmentally conscious community, aligning with global efforts towards a circular economy and responsible waste management.

Browse

Recent Submissions