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Curriculum and Modules

A Comprehensive Energy Curriculum

Master of Science in Energy (MSE) and Certificate in Energy

Available Fully Online or In-Person

The Master of Science in Energy and Certificate in Energy introduce students and professionals to the multiple interdisciplinary facets of energy ranging from an overview of energy technologies (fossil-based, renewable, and non-fossil based) to multi-scale energy systems engineering methods, to energy economics, law, security, policy, and societal impact.

How The Energy Programs Work

Available Fully Online or In-Person

The structure of the Master of Science in Energy degree is based on (a) short sequential modules, (b) distinguished seminar series, and (c) research thesis (Track 1 only).

Each module is 1.5 weeks long and has 5 teaching days, including a total of 22 hours of lecture/lab material (22 contact hours) with 4.4 hours of lectures per teaching day. Therefore, two modules are equivalent to a semester-long course, and correspond to 3.0 credits. Bi-weekly seminars are delivered by distinguished energy experts from academia, industry, and government. Research thesis topics are provided and supervised by faculty members affiliated with the Texas A&M Energy Institute and representing numerous departments across the campus.

The Master of Science in Energy degree is offered in two tracks. Track 1 is with a research thesis, and Track 2 is with only course work (i.e., without research thesis). There are two enrollment periods per year (Fall semester and Spring semester).


Track 1 (Thesis Option)

Face-to-Face

Track 1 requires 16 modules, thesis, and seminars, and results in 32 student credit hours. This track includes a research thesis and requires students to be Face-to-Face in College Station, Texas. Students will work in conjunction with faculty members affiliated with the Texas A&M Energy Institute.

The Fall semester structure of Track 1 has 8 modules, the distinguished seminar series, and research thesis work. The Spring semester structure of Track 1 consists of 8 modules and research thesis work. The additional 2 summer months will be devoted towards the completion and defense of the research thesis work for cohorts beginning in the Fall semester. The total number of credits will be 32 (i.e., 24 for the 16 modules, 2 for the seminars, and 6 for the research thesis work).


Track 2 (Non-Thesis Option)

Face-to-Face/Online

Track 2 is a coursework only Master’s degree and requires 23 modules and seminars, and results in 36.5 student credit hours.

This track is offered to students or professionals Face-to-Face in College Station, Texas or Online via distance learning.

The Fall semester structure of Track 2 has 10 modules and the distinguished seminars. The Spring semester structure of Track 2 consists of 10 modules. Three additional modules will be offered in the Summer semester. The total number of credits will be 36.5 (i.e., 34.5 for the 23 modules, and 2 for the seminars).

Available Fully Online or In-Person

The Certificate in Energy is offered by taking 10 modules of the Master of Science in Energy degree program either Face-to-Face in College Station, Texas or Fully Online via distance learning.

The Certificate in Energy takes approximately 10 months to complete and there are two enrollment periods per year (Fall semester and Spring semester).

The Required and Elective Courses in Energy

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Students pursuing the Master of Science in Energy have a set of Required Modules that cover a breadth of energy topics. These courses are:

Required Modules

ICPE 601
Credits: 1.5 (1.5 Lecture Hours)

Introduction to energy-related engineering principles and energy conservation efficiency; basic processes and chemicals/materials used in the current and emerging energy systems; impact on the environment; approaches for minimizing contaminants released by usage of energy sources.

Prerequisite: Graduate classification; ENGY majors.

ICPE 604
Credits: 1.5 (1.5 Lecture Hours)

State-of-the-art topics for energy systems engineering including modelling of energy systems, mixed integer and continuous optimization techniques for the analysis of energy systems, model based control, and interactions of design, control and scheduling of power and energy systems.

Prerequisite: Graduate classification; ENGY majors; ICPE 606.

ICPE 608
Credits: 1.5 (1.5 Lecture Hours)

Introduction to the history of U.S. science and technology policy with a specific emphasis on energy; focus on regulatory rules, the key government agencies at the national level, the role states and localities play, how government funds are allocated in research and technology transfer related to energy innovations, the role of universities, the threats and opportunities to energy-related educational success at all levels.

Prerequisite: Graduate classification; ENGY majors.

ICPE 610
Credits: 1.5 (1.5 Lecture Hours)

Global energy outlook including energy demand, population growth and humanitarian issues, environmental and climate concerns, and the energy/water nexus and water scarcity; evolution of the global oil and gas industry; controlling nations, laws and agencies (OPEC, IEA, etc.); international and domestic climate change laws and policies; global future of climate change adaptation and mitigation.

Prerequisite: Graduate classification; ENGY majors.

ICPE 662
Credits: 1.5 (1.5 Lecture Hours)

Basics of economics concepts as they relate to energy applications; how the government policies affect the energy economy; present the economics of energy and climate change; economics of bioenergy production.

Prerequisite: Graduate classification; ENGY majors.

ICPE 613
Credits: 1.5 (1.5 Lecture Hours)

Focuses on important role played by natural and shale gas in energy market and the potentials to grow; major monetization processes including production, treatment, processing and conversion; key economic and technical aspects as they pertain to the processing technologies and the supply chains of natural and shale gas.

Prerequisite: Graduate classification; ENGY majors.

ICPE 664
Credits: 1.5 (1.5 Lecture Hours)

Application of management processes to complex interdisciplinary organizational environments through the study of program and project management; adoptions of traditional management theories to the project environment; master typical project management microcomputer software for project planning; resource allocation; project budgeting; and control of project cost, schedule and performance.

Prerequisite: Graduate classification; ENGY majors.

Available Fully Online or In-Person

Students pursuing the Master of Science in Energy are free to select from the entire set of Elective Modules to design a custom array of courses. The modules fit into one or more Elective Course Themes in the following topical areas: 

  • Resilient and Sustainable Energy
  • Energy Policy and Management
  • Energy Digitization

Each academic year, a subset of the Elective Modules listed below will be offered, based on instructor availability and other factors.

Elective Modules

ICPE 642
Credits: 1.5 (1.5 Lecture Hours)

Advanced topics in machine learning for data science in energy systems; topics include supervised and unsupervised learning, clustering, classification, advanced predictive models, advanced performance evaluation, neural networks and reinforcement learning.

Prerequisite: Graduate classification; ENGY majors; ICPE 638/640 and 641 or approval of instructor.
Thematic Area: Energy Digitization

ICPE 603
Credits: 1.5 (1.5 Lecture Hours)

Introduction to the fundamentals of biomass (biochemistry and resources); basics of important processing technologies for the pre-treatment and conversion of biomass to useful products.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy

ICPE 618
Credits: 1.5 (1.5 Lecture Hours)

Introduction to technologies for carbon capture, modeling and technoeconomic analysis and comparison of different carbon capture technologies, and economics of carbon capture, utilization, and storage statewide and nationwide.

Prerequisite: Graduate classification; ENGY majors; ICPE 606.
Thematic Area: Resilient and Sustainable Energy

ICPE 645
Credits: 1.5 (1.5 Lecture Hours)

State-of-the-art digital technologies applied in the context of reservoir exploration and production; instrumentation, workflows for automation in drilling, production, and reservoir; overview of basic working knowledge in artificial intelligence (Machine Learning and Data Analytics) for smart integration of production systems toward the goal of achieving a sustainable form of cleaner energy production.

Prerequisite: Graduate classification; ENGY majors; ICPE 640 and 641 or approval of instructor; knowledge of basic use of Python.
Thematic Area: Energy Digitization

ICPE 643
Credits: 1.5 (1.5 Lecture Hours)

Basic concepts and methods of data science with an emphasis on energy-related applications; discussion of probability theory, data-based statistical modeling and inference, linear and non-linear regression and predictive models, dimensionality reduction, introduction to machine learning and statistical modeling of dependent data.

Prerequisite: Graduate classification; ENGY majors; ICPE 640 and 641 or approval of instructor.
Thematic Area: Energy Digitization

ICPE 644
Credits: 1.5 (1.5 Lecture Hours)

Benefits and limitations of modeling and computational solutions; topics include how to formulate and solve complex numerical problems and understand the limitations and sources of error in simulation and numerical computing packages.

Prerequisite: Graduate classification; ENGY majors; ICPE 638/640 and 641 or approval of instructor.
Thematic Area: Energy Digitization

ICPE 638/640
Credits: 1.5 (1.5 Lecture Hours)

Discussion of basic concepts and methods used in data science with an emphasis on applications in energy; topics include concepts of probability theory, probability distributions, statistical data modeling and inference, linear regression and predictive models, dimension reduction, introduction to machine learning and statistical modeling of dependent data.

Prerequisite: Graduate classification.
Thematic Area: Energy Digitization

ICPE 641
Credits: 1.5 (1.5 Lecture Hours)

Machine learning methods for data science in energy systems, with focus on predictive models and evaluation techniques for understanding performance models; topics include supervised learning, classification, predictive models, performance evaluation, neural networks, and deep learning with different data types.

Prerequisite: Graduate classification; ENGY majors; ICPE 638/640 or approval of instructor.
Thematic Area: Energy Digitization

ICPE 607
Credits: 1.5 (1.5 Lecture Hours)

Exploration of the financial aspects of the energy industry; emphasis on oil and gas with additional attention placed on all sources of power generation including alternatives; interactive with cases worked in each session; advanced preparation guided by the instructor.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Energy Policy and Management

ICPE 622
Credits: 1.5 (1.5 Lecture Hours)

Introduction to energy efficiency in buildings; understanding the energy use in buildings, the heating and cooling requirements, the role of renewable energy resources, the impact of lighting, the role of optimal control measures in existing and new buildings, the verification of energy savings, and the building energy simulation.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy, Energy Policy and Management

ICPE 650
Credits: 1.5 (1.5 Lecture Hours)

Analysis of the valuation process for energy industry assets with specific emphasis on project financing, off-balance sheet, and non-recourse financing arrangements; focus on the valuation of alternative energy projects or assets, the development of investment recommendations, and the synthesis and presentation of information for strategic decision-making.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Energy Policy and Management

ICPE 664
Credits: 1.5 (1.5 Lecture Hours)

Overview of project portfolio management (PPM) especially regarding the energy industry; PPM is the highest level of the project organizational hierarchy; appreciation for the elements of portfolio planning and optimizing; focus on portfolio management including selecting projects that align with strategy and monitoring to ensure they continue to add value.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Energy Policy and Management

ICPE 624
Credits: 1.5 (1.5 Lecture Hours)

Various aspects of energy-water nexus including the fundamentals, technologies, applications and economics; focus on energy production, conversion and utilization; connection with water production, treatment, delivery and usage.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy, Energy Policy and Management

ICPE 663
Credits: 1.5 (1.5 Lecture Hours)

Focus on developing an understanding of the techniques and issues for growing emerging organizations in the energy field; overview of a range of issues faced by a venture team in building and growing a new organization or pursuing innovative projects inside existing organizations.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Energy Policy and Management

ICPE 670
Credits: 1.5 (1.5 Lecture Hours)

Overview of supply chains and their key functions; financial impacts and levers; major challenges in managing an efficient supply chain; strategic and tactical supply chain components such as planning and inventory strategies, distribution and fulfillment strategy, outsourcing, sourcing and procurement, the value of information, customer value and supply chain risk management.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy, Energy Policy and Management

ICPE 651
Credits: 1.5 (1.5 Lecture Hours)

Overview of energy-related international law policies and practices, including detailed case studies and discussions of legal frameworks for trade and investment in the energy sector, as well as rules governing energy development, the climate, and the environment; corporate responsibility and human rights consequences of energy activities.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy, Energy Policy and Management

ICPE 606
Credits: 1.5 (1.5 Lecture Hours)

Basics of deterministic optimization with focus on modeling and computer solutions; practical examples to develop understanding of modeling and solution techniques that can be used to improve decision-making; linear, non-linear, mixed integer, combinatorial and network optimization problems.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Energy Policy and Management

ICPE 652
Credits: 1.5 (1.5 Lecture Hours)

Overview of domestic renewable energy law policies and practices; exploration and analysis of laws that allocate interests in energy resources and that regulate energy production and delivery strategies so as to promote economic efficiency and to mitigate adverse impacts on the natural environment; cases studies worked in each session; advanced preparation required, which will be guided by the instructor.

Prerequisite: Graduate classification; ENGY majors.
Thematic Areas: Energy Policy and Management, Resilient and Sustainable Energy

ICPE 602
Credits: 1.5 (1.5 Lecture Hours)

Application of geostatistical techniques to build reservoir models through integration of geological core/well log, seismic and production data to generate a consistent reservoir description; background and insights to geostatistical modeling techniques and situation where the application of geostatistics could add value.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Energy Digitization

ICPE 626
Credits: 1.5 (1.5 Lecture Hours)

Role of leadership and development of management systems to ensure safety performance in energy systems, a systems approach to safety management for energy systems, lifecycle analysis and the energy supply chain, and applications of engineering principles of process safety and hazards analysis.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Energy Policy and Management, Resilient and Sustainable Energy

ICPE 615
Credits: 1.5 (1.5 Lecture Hours)

Fundamentals of electricity grid development; monitoring, control and protection; renewable generation; microgrids and grid integration; electricity markets; long term planning and associated risk, and grid robustness.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Energy Policy and Management, Energy Digitization

ICPE 671
Credits: 1.5 (1.5 Lecture Hours)

Key cost and working capital elements of the supply chain; impacts on financial statements and market value; levers in the supply chain; key strategic cost and cash applications such as financial and operational analysis, operational and process costs, concepts such as Activity-Based Costing, Should Costs and Total Costs of Acquisition and Ownership, Costs-to-Serve in evaluating customers and service, and a Full-Cycle Costing.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy, Energy Policy and Management

ICPE 672
Credits: 1.5 (1.5 Lecture Hours)

Supply chain sustainability including issues related to employment and labor compliance in global value chains; compliance with national law and international labor standards highly scrutinized by the public, governments, and international organizations.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy, Energy Policy and Management

ICPE 631
Credits: 1.5 (1.5 Lecture Hours)

Introduction to the principles of sustainability within energy systems; examination of economic, environmental and societal aspects using quantitative assessments; promotion of informed decision-making through explanations of available assessment tools, the boundaries of analysis and process integration considerations.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy, Energy Policy and Management

ICPE 620
Credits: 1.5 (1.5 Lecture Hours)

Methods useful for the synthesis of both bulk crystals and nanomaterials (nanoparticles and nanowires); focus on the underlying thermodynamics and kinetic principles involved in the synthesis of these materials; pathways useful for the integration of nanomaterials into functional thermoelectric devices, methods used for ascertaining the thermoelectric performance of materials and devices.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy

ICPE 650
Credits: 1.5 (1.5 Lecture Hours)

Introduction to energy law and regulation in the United States; focus on the key sources of energy (both nonrenewable and renewable) driving the U.S. economy, and identifies the various challenges facing the industry in their production and distribution; key regulations and laws governing energy production as well as the jurisdictional and regulator divisions between federal and state governments.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Energy Policy and Management

ICPE 623
Credits: 1.5 (1.5 Lecture Hours)

Securing energy, clean water and greening agriculture; principles of the Water-Energy-Food nexus and its application to the corresponding three themes; includes hands on laboratory.

Prerequisite: Graduate classification; ENGY majors.
Thematic Area: Resilient and Sustainable Energy, Energy Policy and Management


The Master of Science in Energy offered by the Texas A&M Energy Institute, and approved by the Texas Higher Education Coordinating Board, has CIP code: 30.9999.04 Multi/Interdisciplinary Studies, Other. According to the United States Department of Homeland Security and the Student and Exchange Visitor Program, this code is not among the codes on the 2016 STEM designated list. The majority of the courses within the Master of Science in Energy at Texas A&M University are individually designated as STEM courses, but that factor alone is not sufficient to merit a full designation as a STEM program. Therefore, students who graduate with a Master of Science in Energy are not eligible for the Optional Practical Training Extension for STEM Students (STEM OPT).