bibrahim/traindata huggingface dataset:
**Course Title:** PROC 6061 Process Fluid Dynamics II  
**Course Information:** PROC 6061 builds upon the materials introduced in Process Fluid Dynamics I. The course covers important aspects of fluid dynamics principles and applications in process engineering, including; continuity equation; differential governing equations of fluid momentum; conservation laws in chemical/process engineering; ideal and non-ideal flow; compressible and incompressible flow; boundary layer theory for laminar and turbulent flow; multiphase flow; introduction to CFD; turbomachinery; fluid flow features of unit operations.  
**CR:** The former ENGI 5913, the former ENGI 5962, the former ENGI 6961  
**EQ:** The former ENGI 6661  
**LH:** Three 1-hour sessions per semester  
**PR:** PROC 4061 or the former ENGI 4661 or ME 4501 or the former ENGI 4961 or the former ENGI 5961  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303696

**Course Title:** PROC 6071 Process Equipment Design II  
**Course Information:** PROC 6071 will cover the design and operation of equilibrium stage separation processes including distillation, extraction, and leaching. It will also cover advanced concepts of equipment design such as heterogeneous systems, multiphase systems, absorption, and adsorption operation and computer-assisted design. This course will use HYSIS and other process equipment design tools.  
**EQ:** The former ENGI 6671  
**LH:** At least four 2-hour sessions per semester  
**PR:** PROC 5001 or the former ENGI 5601, PROC 5071 or the former ENGI 5671  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303717

**Course Title:** PROC 6151 Sustainable Engineering in Processing Industries  
**Course Information:** PROC 6151 will introduce students to sustainable development and its application to processing operations. Areas such as traditional economic growth, materials cycles, methods for measuring environmental impact, life cycle analysis, waste treatment technologies and recycling technologies will be covered. In addition, the concept of industrial ecology will be included.  
**EQ:** The former ENGI 6651  
**PR:** PROC 4025 or the former ENGI 4625, PROC 5001 or the former ENGI 5601  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303704
**Course Title:** PROC 6202 Natural Resources Geology and Formation Evaluation  
**Course Information:** PROC 6202 covers the fundamentals of petroleum geology, formation evaluation and well logging. Topics include rock types; economic minerals; sedimentary basins and formation; hydrocarbon traps and seals; reservoir fluids; well and core logging fundamentals; in situ stress; lithology identification and permeability; formation and fluid identification; formation density and porosity; pore fluids and saturation; integrated logging and resource evaluation.  
**EQ:** The former ENGI 6602  
**PR:** PROC 4061 or the former ENGI 4661 or ME 4501 or the former ENGI 4961 or the former ENGI 5961 or CIV 5110 or the former ENGI 5713  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303698

**Course Title:** PROC 7021 Process Dynamics and Control  
**Course Information:** PROC 7021 familiarizes students with the scientific and engineering principles of process dynamics and control. Students will apply and integrate knowledge of chemical engineering to identify, formulate and solve process dynamics problems and develop control systems. Modern computational techniques and tools will be used for solving chemical process control problems. Also, students will become familiar with industrial control systems.  
**EQ:** The former ENGI 7621  
**LH:** At least six 2-hour sessions per semester  
**PR:** PROC 6025 or the former PROC 6021 or the former ENGI 6621 or the former ENGI 5621  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303716

**Course Title:** PROC 7040 Process Engineering Project I  
**Course Information:** PROC 7040 gives students the opportunity to apply the knowledge gained in previous design and technical courses to complete a high-level design of a process plant or major modification to a process plant. The goal is to expose students to process design, practical design issues, and to provide experience in the complete design process as applied to real devices. Students will work in groups to design a process system. This course is a precursor to PROC 8040.  
**EQ:** The former ENGI 7640  
**LC:** Scheduled as required  
**PR:** ENGI 4102, PROC 6071 or the former ENGI 6671, completion of academic term 6 of the Process Engineering program  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303710
**Course Title:** PROC 7077 Process Plant Design and Economics  
**Course Information:** PROC 7077 provides a comprehensive picture of the availability and design of both traditional and current process equipment. Economic and optimization issues relevant to investment, product-cost estimation, and profitability analysis will also be addressed. The course equips students with tools to evaluate the economics of process industries reflecting current economic criteria and provides helpful guidelines for approaching, defining, and solving optimization problems.  
**EQ:** The former ENGI 8677  
**PR:** PROC 6071 or the former ENGI 6671  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303715

**Course Title:** PROC 7123 Process Simulation  
**Course Information:** Inactive course.
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303695

**Course Title:** PROC 7125 Process Data Analytics  
**Course Information:** PROC 7125 covers all necessary elements, beginning from data collection to model development, to conduct a data analysis project in a process plant. The course focuses on data quality evaluation and preprocessing of data to ensure the fidelity of data. A range of unsupervised techniques, including several variants of principal component analysis (PCA), support vector machine (SVM), and clustering algorithms, will be covered. Students will also receive hands-on training on various Matlab toolboxes and Python libraries.  
**CR:** The former ENGI 7623, the former PROC 7123  
**PR:** ENGI 4421 or Statistics 2550  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303724

**Course Title:** PROC 7131 Advanced Reactor Design  
**Course Information:** PROC 7131 builds on previous courses in reaction engineering with more analysis of reactor designs involving complex fluid flow and/or complex kinetics and catalysts. The course will also cover bioreactor design.  
**PR:** PROC 6031 or the former ENGI 6631  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303699
**Course Title:** PROC 7141 Bioprocess Engineering I  
**Course Information:** PROC 7141 covers the fundamentals of chemical engineering applied to biomass/biological based processes, from valorization of virgin/waste biomass to biomass as the bioprocess. The focus is on bioprocessing as it relates to the natural resource industries and associated markets. The course covers the fundamentals related to biomass and bioprocessing including the composition of biomass and biomass processing (biochemical, thermochemical, chemical, and physical), and associated products. The course will highlight “green” processes that minimize waste and energy.  
**PR:** PROC 5001 or the former ENGI 5601, PROC 5002 or the former ENGI 5602, PROC 6031 or the former ENGI 6631  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303719

**Course Title:** PROC 7171 Safety and Risk Engineering  
**Course Information:** PROC 7171 begins with an overview of safety and risk issues in the offshore oil and gas industry. The course examines regulatory requirements; hazards and structured analysis tools; risk terminology and quantified risk analysis (QRA) techniques; and safety assessment studies. The course includes project and case studies.  
**EQ:** The former ENGI 8671  
**PR:** ENGI 4421 or Statistics 2550 or registration in the Minor in Applied Science - Process Engineering  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303713

**Course Title:** PROC 7291 Sustainable Oil Production & Gas Storage I  
**Course Information:** PROC 7291 examines the fundamentals to sustainably producing fossil fuels, in-situ carbon utilization and sequestration, and hydrogen storage. Students will be able to describe rock and fluid properties then use their knowledge of Darcy’s Law and apply it to determine how much CO2/H2 can be stored or oil/gas produced. Students will learn material balances of single-phase flow in porous media, natural forces, well inflow and performance, and how to predict and maximize fluid injection and production.  
**EQ:** The former ENGI 8691  
**PR:** PROC 6061 or the former ENGI 6661 or ME 5502 or the former ENGI 5962 or CIV 5110 or the former ENGI 5713  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303712
**Course Title:** PROC 7293 Mineral Processing and Tailings Management  
**Course Information:** PROC 7293 covers the fundamentals of mineral processing and emerging practices and technologies that result in the generation of a mineral concentrate. Topics include rock fragmentation leading to run-of-mine ore, comminution and mineral liberation, sensor-based ore sorting, gravity separation, magnetic separation, electrical separation, froth flotation, dewatering, and tailings transportation and storage. Advanced topics include process simulation and control, practical processes of metallic and non-metallic ore dressing.  
**LH:** At least five 3-hour sessions per semester  
**PR:** PROC 5071 or the former ENGI 5671  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303707

**Course Title:** PROC 8040 Process Engineering Project II  
**Course Information:** PROC 8040 is a design project that illustrates the application of previous engineering science and design-related courses. Projects will be done by teams of students with individuals concentrating their participation in their own engineering discipline. The project topic will be from the process industry which includes the offshore oil and gas industry, mining and metal processing industry, and chemical process industry.  
**EQ:** The former ENGI 8640  
**LC:** Scheduled as required  
**PR:** PROC 7040 or the former ENGI 7640  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303706

**Course Title:** PROC 8125 Artificial Intelligence in Process Engineering  
**Course Information:** PROC 8125 covers the fundamentals of machine learning and artificial intelligence relevant to process and petroleum engineering systems. Topics will include regression analysis, concepts of optimization for machine learning, Neural Network, Convolution Networks, Recurrent and Recursive Nets, Reinforcement Learning, as well as Statistical Machine Learning with a focus on the use of process data.  
**PR:** ENGI 4421 or Statistics 2550  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303700
**Course Title:** PROC 8141 Bioprocess Engineering II  
**Course Information:** PROC 8141 focuses on the introduction of downstream bioprocessing, with applications covering biopharmaceutical manufacturing, extraction of oils from natural sources, minerals bioprocessing, and environmental applications. Bioseparation techniques using supercritical fluid extraction, crystallization, and liquid and ion-exchange chromatography will be covered in this course.  
**PR:** PROC 7141  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303693

**Course Title:** PROC 8151 Industrial Pollution Prevention and Control  
**Course Information:** PROC 8151 is designed to introduce methods of industrial pollution assessment and control. Topics include waste characterization, water pollution assessment, water pollution control, air pollution assessment and control, solid waste assessment and control, pollution prevention, environmental risk assessment and risk-based decision-making.  
**EQ:** The former ENGI 7651  
**PR:** PROC 6151 or the former ENGI 6651, PROC 6071 or the former ENGI 6671  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303729

**Course Title:** PROC 8170 Reliability Engineering  
**Course Information:** PROC 8170 is an introduction to reliability engineering; physics of failure and failure mechanism, reliability measures and assessment; reliability of components and parts; complex system reliability and availability analysis; and field reliability assessment. The course includes case studies and a project.  
**EQ:** The former ENGI 8670, the former PROC 8270  
**PR:** ENGI 4421 or Statistics 2550  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303705
**Course Title:** PROC 8276 Decarbonization Strategies in the Gas Industry  
**Course Information:** PROC 8276 investigates the carbon emitted from the gas industry and how to reduce it. The course describes gas processes, design methods, operating procedures, and challenges of gas production, carbon capture facilities, and their use in blue hydrogen production. The course covers separation operations, hydrate prevention and control, gas dehydration, NGL recovery and dew point control, gas transmission and pipeline design and transportation systems.  
**EQ:** The former ENGI 8676  
**PR:** PROC 6061 or the former ENGI 6661 or ME 5502 or the former ENGI 5962 or CIV 5110 or the former ENGI 5713  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303703

**Course Title:** PROC 8291 Sustainable Oil Production & Gas Storage II  
**Course Information:** PROC 8291 continues to examine flow in porous media, expanding to multiphase flow and the challenges of producing and injecting fluids into a reservoir accounting for capillary pressure and phase behaviour. The course addresses flow assurance challenges, enhanced recovery methods, CO2 utilization and storage, as well as strategies to optimize production and gas injection.  
**EQ:** The former ENGI 8690, the former PROC 8290  
**PR:** PROC 7291  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303725

**Course Title:** PROC 8292 Drilling Engineering  
**Course Information:** PROC 8292 covers both offshore and onshore drilling operations and includes rotary drilling rig operations, well construction sequence, drill string, drill bits, well bore hydraulics, casing and well heads, cementing, well control, directional and horizontal drilling, well planning and fishing operations, and extended reach, horizontal and multilateral well drilling techniques.  
**EQ:** The former ENGI 8692, the former PROC 7292  
**LH:** Two 3-hour lab sessions per semester  
**PR:** PROC 6202 or the former ENGI 6602  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303726
**Course Title:** PROC 8293 Extractive Metallurgy  
**Course Information:** PROC 8293 covers the fundamentals of pyrometallurgy, hydrometallurgy, and electrometallurgy that extract metals from ores and mineral concentrates. Topics include thermodynamics and reaction kinetics of extractive metallurgical processes, electrolytic reduction of molten salts, metal refining processes, materials preparation in the metallurgical industry, equipment selection and operation, and sustainable technologies and practices.  
**CR:** The former ENGI 7691, the former PROC 8191  
**LH:** At least four 2-hour sessions per semester  
**PR:** PROC 7293  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303701

**Course Title:** PROC 8294 Downstream Processing  
**Course Information:** Inactive course.

**Course Title:** PROC 8296 Petroleum Refining Engineering  
**Course Information:** Inactive course.

**Course Title:** PROC 8900-8999 Special Topics in Process Engineering  
**Course Information:** PROC 8900-8999 encompasses special topics in process engineering. Topics to be studied are announced by the Department.
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/6/#d.en.303727
Ocean and Naval Architecture Engineering at Memorial University of Newfoundland

The full-time 141 credit hour Bachelor of Engineering (Co-operative), Ocean and Naval Architectural Engineering Major, requires eight academic terms and four work terms.

The 141 credit hours shall normally be taken in the academic terms and order as set out in Ocean and Naval Architectural Engineering Major.

Work terms shall normally be taken in the order as set out in Ocean and Naval Architectural Engineering Major.

Ocean and Naval Architectural Engineering students may complete a minor in Mathematics as outlined under Faculty of Science, Mathematics, Minor in Mathematics.

Ocean and Naval Architectural Engineering courses are identified by a four-digit numbering system, the first two digits signifying the following:
The first digit denotes the academic term during which the course is normally offered.
The second digit denotes the primary areas of study, namely:
Non-departmental Engineering courses are designated by ENGI.
Ocean and Naval Architectural Engineering courses are designated by ONAE.

**Engineering One Term** -
   - **Required Courses:**
     1. Chemistry 1050 or 1200
     2. ENGI 1010, 1020, 1030, 1040
     3. 3 credit hours in English at the 1000 level or any Critical Reading and Writing course
     4. Mathematics 1000, 1001, 2050
     5. Physics 1050, 1051
   - Elective Courses:
      - Students who are expecting to successfully complete the Engineering One requirements by the end of the Winter semester may apply to undertake a work term during the Spring semester. In this case, the prerequisite course ENGI 200W is expected to be successfully completed during the Fall semester. All other students are expected to successfully complete ENGI 200W in the Winter semester of Engineering One.
      - In addition to meeting the requirements outlined below, a student must successfully complete four Complementary Studies courses as described under Description of Program, Complementary Studies.

**Fall - Academic Term 3** -
   - **Required Courses:**
     1. ENGI 3101
     2. Mathematics 2000
     3. ME 3301, 3401
     4. ONAE 3001, 3054

**Winter** -
   - **Required Courses:**
     1. ENGI 001W or 002W

**Spring - Academic Term 4** -
   - **Required Courses:**
     1. Mathematics 2260
     2. ONAE 4002, 4007, 4011, 4020

**Fall** -
   - **Required Courses:**
     1. ENGI 001W or 002W or 003W
**Winter - Academic Term 5** -
   - **Required Courses:**
     1. Mathematics 3202
     2. ONAE 5020, 5022, 5034
     3. Physics 3300

**Spring** -
   - **Required Courses:**
     1. ENGI 002W or 003W or 004W

**Fall - Academic Term 6** -
   - **Required Courses:**
     1. ONAE 6002, 6005, 6036, 6046, 6055

**Winter** -
   - **Required Courses:**
     1. ENGI 003W or 004W or 005W (optional)

**Spring - Academic Term 7** -
   - **Required Courses:**
     1. ONAE 7000, 7002, 7033, 7036
   - Elective Courses:
      - 3 credit hours from ONAE 7003, 7046, PROC 7171, or other courses as specified by the Head of the Department of Ocean and Naval Architectural Engineering

**Fall** -
   - **Required Courses:**
     1. ENGI 004W or 005W (optional) or 006W (optional)

**Winter - Academic Term 8** -
   - **Required Courses:**
     1. ENGI 8152
     2. ONAE 8000
   - Elective Courses:
     -  One free elective which must be a 2000-level or higher course from any academic unit. Selection of a course must be approved by the Head of the Department of Ocean and Naval Architectural Engineering.
     - 9 credit hours from ENGI 8150, ONAE 8034, 8046, 8054, 8055, 8074, 8075, or other courses as specified by the Head of the Department of Ocean and Naval Architectural Engineering.

**Course Title:** ONAE 3001 Ocean/Naval Design  
**Course Information:** ONAE 3001 introduces design and operation for ships and marine structures. Technology evolution in ship and offshore structures is reviewed, emphasizing service needs. Structural concepts, materials, and construction methods are examined, including design for manufacturing. The design spiral and trade-offs between design characteristics are explored, and modeling methods as tools in the design process are introduced. There is a minimum of six laboratory sessions including ship tours, a design project, or research paper.  
**EQ:** The former ENGI 3001  
**LH:** At least six 3-hour sessions per semester  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/5/#d.en.303800
**Course Title:** ONAE 3054 Ocean Engineering Hydrostatics  
**Course Information:** ONAE 3054 is an introductory course to naval architecture and marine engineering. It discusses the basic principles of the statics of rigid floating or submerged structures. These include: ships, offshore platforms, and submersibles. Methods of analysis of the hydrostatics, stability and trim, damage stability, and the statics of mooring systems are introduced. Applications are also discussed.  
**EQ:** The former ENGI 3054  
**LH:** At least nine 3-hour sessions per semester  
**PR:** ENGI 1010, Mathematics 1001  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/5/#d.en.303802

**Course Title:** ONAE 4002 Mechanics of Solids for Marine Structures  
**Course Information:** ONAE 4002 introduces mechanical properties of materials and stress/strain analysis. These concepts are applied to the design and analysis of bars, beams, and built-up ship frames in axial tension/compression, torsion, shear, and bending. In particular, the concepts of plane stress, plane strain, stress and strain transformations in two dimensions, Mohr’s circle, and shear force and bending moment diagrams are examined. Elastic column buckling and the design of hull structures are also introduced.  
**CO:** ONAE 4007  
**CR:** CIV 4310, ME 4601, the former ENGI 4312, the former ENGI 4934  
**LH:** At least four 1-hour sessions per semester  
**OR:** Up to ten 1-hour tutorials per semester  
**PR:** ENGI 1010, ONAE 3001  
**Course Link:** https://www.mun.ca/university-calendar/st-johns-campus/faculty-of-engineering-and-applied-science/11/5/#d.en.314294