Bachelor Of Industrial Engineering

This course studied the application of ergonomics to achieve optimal work systems in the industrial field

• CPMK1 — Able to understand the principles of ergonomics and environmental ergonomics.
• CPMK2 — Able to analyze human, task, workstation, and work-environment characteristics to identify ergonomic problems.
• CPMK3 — Capable of analyzing and improving work systems based on performance and sustainability to enhance productivity.

Design of Experiments is the science of planning, conducting, and analyzing data from an experiment.

• CPMK1 — Able to explain the concepts, terminology, and fundamental principles of experimental design, as well as the underlying basis of inferential statistics
• CPMK2 — Able to design experiments (completely randomized design, block, factorial, fractional factorial, response surface, Taguchi) that are appropriate to engineering problems. (supporting
• CPMK3 — capable of interpreting experimental analysis results and formulating recommendations for process or product improvements based on data-driven evidence

This course covers data analysis, computational, and managerial methods for transforming raw data into useful information for strategic decision-making.

• CPMK1 — Able to understand and grasp the fundamental concepts of data analytics.
• CPMK2 — Able of formulating industrial problems (manufacturing/supply chain) into descriptive, predictive, or prescriptive data analytics models.
• CPMK3 — Able of performing data preprocessing, data exploration, and industrial data visualization using RStudio programming software.

A course that discusses concepts, methods, and techniques of cost analysis and estimation to support planning, control, and decision-making in industrial systems.

• CPMK1 — Able to apply cost concepts, classifications, and cost structures as well as financial statement information to calculate and interpret costs in industrial systems.
• CPMK2 — Able to apply and compare various costing methods (Job Order Costing, ABC, ABM) to calculate product costs and measure activity efficiency in industrial systems.
• CPMK3 — Able to analyze the correlation among life-cycle costs, quality costs, productivity, and break-even points as a basis for operational efficiency consideration.
• CPMK4 — Able to assess the feasibility of investment alternatives (capital budgeting) and present cost decision recommendations systematically, accurately, and ethically using relevant analytical tools.

This course builds upon linear mathematical modeling and introduces non-linear models. Its scope encompasses the application of mathematics to management problems—specifically decision-making—based on the modeling of real-world issues.

• CPMK1 — Able to explain the concepts and principles of basic science and engineering science to solve problems in the field of Industrial Engineering.
• CPMK2 — Able to applying industrial engineering principles to solve problems in the field of industrial engineering.
• CPMK3 — Able to designing manufacturing engineering systems and solving problems related to industrial engineering (manufacturing systems engineering) as applied in the field of industrial engineering.

Calculus II covers concepts and techniques of integration, definite and indefinite integrals, improper integrals, and applications of integration to areas and volumes of solids of revolution. The course emphasizes critical, logical, and systematic mathematical reasoning, simple modeling, and integral applications supported by GeoGebra.

• CPMK1 — Able to apply integration concepts, properties, and techniques to solve definite and indefinite integral problems.
• CPMK2 — Able to apply the concepts of definite, indefinite, and improper integrals to solve various mathematical problems.
• CPMK3 — Able to apply integral concepts to solve problems involving areas of regions and volumes of solids of revolution, including the use of mathematical software such as GeoGebra.

This course covers the fundamental concepts of matrices and vector spaces, as well as their associated operations

• CPMK1 — Able to understand the fundamental concepts of matrix and vector space measurements
• CPMK2 — Able to interpreting and evaluating problems related to the concepts of matrices and vector spaces
• CPMK3 — Able to understand and apply the concepts of matrices and vector spaces to solve problems in the industrial sector.

This course covers various statistical hypothesis testing methods frequently used to solve problems in the industrial sector.

• CPMK1 — Able to explain the basic concepts of parametric and non-parametric statistics and the principles of hypothesis testing.
• CPMK2 — Able to understand the basic concepts of hypothesis testing.
• CPMK3 — Able to analyze and interpret regression, correlation, ANOVA, and basic experimental design

This course covers the concepts, principles, and applications of optimization methods in decision-making involving uncertainty within industrial systems.

• CPMK1 — Able to explain the concepts, characteristics, assumptions, and fundamental principles of stochastic optimization, as well as the differences between stochastic and deterministic optimization.
• CPMK2 — Able to formulating Industrial Engineering problems involving uncertainty into stochastic optimization models
• CPMK3 — Able to applying stochastic optimization methods—including Markov Decision Processes and/or dynamic programming—to derive solutions for industrial problems.

This course aims to equip students with a comprehensive understanding of Pancasila as the foundation of the state, the state ideology, the nation’s way of life, and a source of values that guide social, national, and civic life.

• CPMK1 — Students are able to apply the values of Pancasila in academic and social life by demonstrating ethical conduct, upholding human values, and exhibiting independent, adaptive, and collaborative behavior to make a positive contribution to society.

This course covers project concepts, planning, organization, feasibility and financial evaluation, scheduling, control, resource management, implementation, and project evaluation to support effective and efficient project delivery.

• CPMK1 — Able to apply project concepts, life cycles, organization, cost estimation, and feasibility studies to analyze project characteristics and requirements.
• CPMK2 — Able to apply model formulation, parameterization, and validation processes using deterministic, stochastic, conceptual, logical, experimental, and operational approaches in system modeling.
• CPMK3 — Able to apply scheduling, network planning, critical path, PDM, resource management, and implementation evaluation techniques to formulate project control and completion.

Introduction to Statistics is a course that examines fundamental statistical concepts and their application in collecting, processing, presenting, analyzing, and interpreting data to derive information and support decision-making.

• CPMK1 — Able to apply the principles and concepts of Lean Manufacturing and Green Manufacturing to identify value, waste, and opportunities for efficiency improvement in manufacturing processes.
• CPMK2 — Able to apply Lean Manufacturing methods and tools, such as Value Stream Mapping (VSM), 5S, Standard Work, Just In Time (JIT), Kanban, Total Productive Maintenance (TPM), and setup time reduction to analyze and improve manufacturing process performance.
• CPMK3 — Able to apply an integrated Lean and Green Manufacturing approach to formulate process improvement alternatives that can increase productivity and quality, reduce waste, and minimize resource consumption and environmental impacts.

Industrial Management is a course that studies the principles of planning, organizing, directing, and controlling industrial resources (man, material, machine, method, and money) to optimize production systems and organizational efficiency.

• CPMK1 — Ability to explain and analyze the basic concepts of industrial management and the management of integrated systems (people, materials, information, equipment, and energy) to support organizational operational functions.
• CPMK2 — Ability to identify and solve managerial engineering problems based on a systems approach to enhance industrial operational quality and efficiency.
• CPMK3 — Ability to design proposals for governance and operational efficiency improvements in manufacturing or service industries, considering regulations, quality standards, and HSE (Health, Safety, and Environment) management systems.

Strategic Management is a course that studies the process of planning, formulating, implementing, and evaluating cross-functional strategic decisions within organizations to achieve competitive advantage and industrial system sustainability.

• CPMK1 — Able to apply strategic analysis tools and an integrated Industrial Engineering systems approach to map the external and internal environmental conditions of industrial organizations
• CPMK2 — Able to apply strategic decision matrices based on innovation and technopreneurship to determine value-added competitive strategy alternatives for industrial systems
• CPMK3 — Able to analyze technology-based business model designs considering ethics, social responsibility, and industrial system sustainability
• CPMK4 — Able to evaluate the achievement of strategy execution using sustainability-based strategic performance measurement instruments

This course covers systems and models, problem and variable identification, model development and parameterization, model validation, variables, verbal models, system simulation, queueing systems, causal loop and stock-flow diagrams, and line balancing to represent, analyze, validate, and evaluate system behavior.

• CPMK1 — Able to apply system and model concepts, systems approaches, and variable identification to formulate and conceptually represent system problems.
• CPMK2 — Able to develop, formulate, parameterize, and validate system models using deterministic, stochastic, conceptual, logical, experimental, and operational approaches.
• CPMK3 — Able to apply verbal models, simulation, queueing systems, causal loop diagrams, stock-and-flow diagrams, and line balancing to analyze system behavior and formulate improvement alternatives.

Maintenance Management is the field of study that focuses on the strategic planning, organization, and control of facility and machinery maintenance systems to ensure reliability, efficiency, and continuity of production processes.

• CPMK1 — Able to apply basic concepts, reliability mathematical formulas (Reliability & Maintainability), and maintenance principles to solve industrial facility problems
• CPMK2 — Able to analyze and prove the correlation between facility maintenance schedule and activity integration with the smooth operation of modern production systems
• CPMK3 — Able to analyze equipment effectiveness (Overall Equipment Effectiveness / $OEE$) and evaluate the implementation of Total Productive Maintenance (TPM) methods in productivity improvement
• CPMK4 — Able to evaluate maintenance strategy decisions based on modeling results and machine performance data processing (MTBF, MTTR, Availability) using industrial engineering software
• CPMK5 — Able to design, plan, and manage proposal for periodic maintenance system improvement projects (overhaul) based on performance indicators and industrial facility sustainability aspects

This course examines the concepts, architecture, and business processes integrated within Enterprise Resource Planning (ERP) systems, covering the Finance & Controlling, Sales & Distribution, Materials Management, and Production Planning modules, as well as their interrelationships with Supply Chain Management.

• CPMK1 — Able to explain the basic concepts, evolution, and strategic role of Enterprise Resource Planning (ERP) in manufacturing and service organizations.
• CPMK2 — Capable of analyzing the integration of cross-functional business processes (Finance, Sales & Distribution, Materials Management, Production Planning) within an ERP system.
• CPMK3 — Capable of evaluating ERP implementation methodologies, vendor selection criteria, critical success factors, and implementation failure risks.
• CPMK4 — Capable of designing business process improvement proposals (Business Process Reengineering) and conducting fit-gap analysis in the context of ERP adoption.

Integrated Industrial Engineering Practice is a comprehensive laboratory course that integrates various Industrial Engineering disciplines—ranging from product design, ergonomics, and facility layout planning to production planning and economic feasibility analysis—into a unified industrial system lifecycle.

• CPMK1 — Able to apply concepts of product design and work process charts in manufacturing/service production systems.
• CPMK2 — Able to apply industrial engineering software (CAD/Simulation/Optimization) in industrial system modeling.
• CPMK3 — Able to analyze ergonomic, safe, and productive workstation designs for workers.
• CPMK4 — Able to analyze facility layout and financial feasibility of the designed production system.
• CPMK5 — Able to evaluate team performance and effectiveness in communicating system design project reports professionally.
• CPMK6 — Able to evaluate the sustainability and feasibility of integrating all industrial system project modules comprehensively.

A course that guides students in formulating problems, conducting literature reviews, designing methodology, and drafting research proposals in the field of Industrial Engineering systematically and scientifically.

• CPMK1 — Able to explain research problems and relevant research questions in the field of Industrial Engineering
• CPMK2 — Able to explain the literature review and theoretical framework supporting the research
• CPMK3 — Able to explain the research methodology appropriate for answering the research question
• CPMK4 — Able to explain the elements of a research proposal systematically and scientifically

Equip students with the understanding and readiness to enter the workplace, perform tasks professionally, understand organizational expectations, and communicate, collaborate, and adapt effectively in the work environment

• CPMK1 — Students are able to apply professional readiness principles to understand organizational expectations and perform tasks in accordance with roles and responsibilities in the workplace.
• CPMK2 — Students are able to apply principles of professional communication, collaboration, and adaptability to respond effectively to workplace situations in accordance with organizational characteristics.

Equip students with the ability to identify and develop professional competencies, build work ethics and responsibility, reflect on their own capabilities, and prepare evidence of competencies to support their internship experience

• CPMK1 — Students are able to apply professional competency development principles to identify competency gaps, formulate development needs, and develop competency development strategies relevant to the internship experience.
• CPMK2 — Students are able to apply principles of professional ethics, responsibility, and reflection to develop competency evidence that demonstrates their personal capability development during the internship experience.

This course aims to equip students with a comprehensive understanding of Pancasila as the foundation of the state, the state ideology, the nation’s way of life, and a source of values that guide social, national, and civic life.

• CPMK1 — Students are able to apply the values of Pancasila in academic and social life by demonstrating ethical conduct, upholding human values, and exhibiting independent, adaptive, and collaborative behavior to make a positive contribution to society.

The Research Report course equips Industrial Engineering students with the skills to compile, document, and present research findings in a systematic and scientific manner. The course covers problem identification, literature review, research design, data collection and processing, analysis and interpretation of results, discussion of findings in light of theories and prior research, formulation of conclusions and recommendations, and report writing in accordance with academic conventions and scientific standards.

• CPMK1 — Capable of applying principles of scientific writing to systematically compile research reports in the field of Industrial Engineering, covering the background, literature review, methodology, data collection and processing, and results and discussion, in accordance with applicable formats and standards for scientific writing.
• CPMK2 — Capable of applying analysis, testing, and validation techniques to systems, models, processes, or policies developed within Industrial Engineering research, as well as formulating research conclusions and recommendations based on the results of the conducted testing and data analysis.

This course covers the basic concepts of Civic Education, national identity, national integration, the constitution, democracy, law, citizens' rights and responsibilities, archipelagic insight, national resilience, and national defense to shape students who have Pancasila character, a sense of nationalism, love for the homeland, critical thinking skills, and the ability to actively participate in society, the nation, and the state.

• CPMK1 — Able to implement citizenship contextually, develop a positive attitude, and display behaviors that support national spirit and love for the homeland

A capstone course integrating integrated system design, industrial facility and machinery maintenance, reliability, TPM, OEE, and maintenance strategies to solve real Industrial Engineering cases.

• CPMK1 — Able to apply capstone design principles, project ethics, and product design to solve real problems
• CPMK2 — Able to analyze user needs, initial data, and technical-economic feasibility in product design formulation
• CPMK3 — Able to develop initial concepts, alternative solutions, and select the best concept with justification
• CPMK4 — Able to deepen the selected design by integrating ergonomics, sustainability, manufacturing, operations, and performance evaluation
• CPMK5 — Able to document, present, test, and revise a product design project comprehensively

The Research Publication course equips students with the ability to write, publish, and manage scientific articles based on Industrial Engineering research findings in accordance with reputable journal standards, publication ethics, and submission and peer review procedures.

• CPMK1 — Capable of applying principles of scientific writing to systematically compile research reports in the field of Industrial Engineering—covering the background, literature review, methodology, and results and discussion—in accordance with applicable formats and standards for scientific writing.
• CPMK2 — Capable of applying analysis and testing techniques to systems, applications, or models developed within Industrial Engineering research, and formulating research conclusions and recommendations based on the results of the conducted testing and data analysis.

The Research Dissemination course equips students to apply dissemination strategies, scientific article writing conventions, manuscript submission and revision procedures, and presentation and public communication techniques based on Industrial Engineering research findings.

• CPMK1 — Able to apply dissemination strategies for Industrial Engineering research findings appropriate to target audiences and publication ethics.
• CPMK2 — Able to implement scientific article writing conventions based on research findings in Industrial Engineering.
• CPMK3 — Able to carry out scientific manuscript submission, revision, and archiving procedures in accordance with publisher guidelines.
• CPMK4 — Able to demonstrate the dissemination of research findings through scientific presentations and public communication media.