About Us
Grad Studies
About Us

The McMaster Advanced Control Consortium (MACC) promotes and advances process automation and related process systems engineering technologies through academe-industry interactions. [more]
Sustainability Research
The MACC is spearheading a multi-million dollar research project devoted to the design, operation, and automation of sustainable chemical process systems. [Find out more]
For more info, contact

Dr. C.L.E. Swartz
Professor & Director, McMaster Advanced Control Consortium.
Dept of Chemical Engineering
McMaster University
1280 Main St W,
Hamilton, Ontario L8S 4L8

(905) 525-9140x24945
CSChE's D.G. Fisher Award
Presented to Chris Swartz in recognition of major contributions to systems and control engineering
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Featured Article
Best paper Award

The review paper titled Modeling and Simulation of Energy Systems: A Review published in the journal Processes, which was authored by Avinash Shankar Rammohan Subramanian, Truls Gundersen, and MACC Faculty Tom Adams receives the 2020 Best Paper Award in the review category. For more details click here . [full story]

Featured Article
Kamil Khan wins AIChE CAST's Smith award

Dr. Kamil Khan has been named as one of two recipients of the 2020 CAST W. David Smith Graduate Publication Award. Presented by the Computing and Systems Technology (CAST) Division of the American Institute of Chemical Engineers (AIChE), this award annually recognizes a publication by a student in "the application of computing and systems technology to chemical engineering" within the five years before nomination. The award will be presented at the AIChE Annual Meeting in November.

... [full story]

Featured Article
Chris Swartz receives CSChE's D.G. Fisher Award

Dr. Chris Swartz has received the Canadian Society for Chemical Engineering's D.G. Fisher Award, which is given to one person each year in recognition of "major contributions in the field of systems and control engineering". Congratulations Chris!

For this award, Chris was invited to deliver a keynote lecture at the 69th Canadian Chemical Engineering Conference in Halifax on October 21st. He spoke about optimization of uncertain dynamic systems with application to process operation...

[full story]

Featured Article
Pranav Bhaswanth Madabhushi wins AIChE research award

Pranav Bhaswanth Madabhushi has been selected by the AIChE Separations Division to receive a 2019 Graduate Student Research Award, in recognition of his MACC work as a Ph.D. candidate on semicontinuous distillation with Dr. Thomas Adams. The award will be presented at the AIChE Annual Meeting in November, and includes a plaque and $200. Congratulations Pranav! [full story]

Featured Article
31st MACC Meeting and Workshop

The 31st annual MACC Meeting and Workshop took place at the Art Gallery of Hamilton over May 14-16, 2019. The Annual Research Review Meeting on May 14 featured a poster session and a rapid-fire presentation session highlighting each MACC graduate student's recent work.

Over May 15 and May 16, this year's workshop explored the theme of "Mathematical Modeling for Process Systems Applications in an Era of Expanding Digitalization", through a panel discussion and several presentations by the...

[full story]

Featured Article
Tom Adams named McMaster University Scholar

Dr. Thomas Adams has been named by McMaster University as a 2019 University Scholar, in recognition of his overall achievement as a mid-career researcher.

Tom is one of only six McMaster researchers to receive this honour, and is the only recipient from the Faculty of Engineering. Congratulations Tom! [full story]

Featured Article
Chris Swartz presents invited lecture at Queen's

As part of the David W. Bacon Distinguished Speaker Series at Queen's University's Department of Chemical Engineering, Dr. Chris Swartz presented a seminar entitled "Design for dynamic performance: From process plants to supply chain networks". He discussed the increasingly dynamic environment of modern process plants, which must remain competitive amid environmental constraints, increased globalization and demand variability, and electricity price deregulation. Dynamic optimization... [full story]

Featured Article
Thomas Adams receives Can J Chem Eng Lectureship

Dr. Thomas Adams has been named as the 2018 recipient of the Canadian Journal of Chemical Engineering Lectureship Award. The award is presented annually to one early-career researcher who has "made an outstanding contribution to chemical engineering, demonstrating exceptional promise, while working in Canada". The award includes a lecture tour of North American universities and institutes, and a feature article in the Canadian Journal of Chemical Engineering. Congratulations Tom! [full story]

Featured Article
New Mhaskar group textbook on batch control

Dr. Prashant Mhaskar, MACC postdoctoral researcher Dr. Abhinav Garg, and MACC alum Dr. Brandon Corbett (now at ProSensus) have released a new textbook. Hot off the press, Modeling and Control for Batch Processes covers state-of-the-art methods that combine mechanistic, data-driven, and statistical techniques to handle the particular challenges of batch processes effectively in process control. The book is aimed at control engineers and researchers, and is published as part of... [full story]

Featured Article
MACC awarded ORF-RE grant

The MACC has been awarded a major provincial grant through the Ontario Research Fund: Research Excellence (ORF-RE) program, to help support its cutting-edge research over the next five years. Led by Dr. Chris Swartz, and with all MACC faculty members and several member companies participating, the funded project is titled "Enhancing competitiveness of industrial process operations through responsive, flexible and cleaner production".

Building on the MACC's track record of success...

[full story]

Featured Article
30th MACC Meeting and Workshop

The 30th MACC Meeting and Workshop was held at the Art Gallery of Hamilton over May 15-17, 2018, and marked three decades of fruitful collaboration between MACC member companies, faculty, and students. New to the Annual Research Review Meeting on May 15 was a rapid-fire presentation session featuring each MACC graduate student's recent work.

The workshop on May 16-17 examined the theme of "Process Systems Engineering in a Changing World: State-of-the-Art and Future Directions", and...

[full story]

Featured Article
Welcome New Students!

We are excited to welcome the following new students to the MACC team!

Daniela Dering M.A.Sc. Candidate
Debanjan Ghosh Ph.D. Candidate
[full story]

Featured Article
Manufacturing: Better Decisions for Better Profits

Manufacturers are making decisions all the time about what products to make and how best to make them. And, regardless of whether the products are chemicals, fuels, consumer products, or widgets, those decisions are incredibly important for the company’s bottom line and can make—or break—the business. For example, when manufacturing consumer electronics, planners continually search for the best deals on the different components, manage delivery times, and orchestrate their factories to... [full story]

Featured Article
28th MACC Meeting and Workshop

The 28th MACC Meeting and Workshop was a huge success! Held at the Art Gallery of Hamilton from May 17-19, 2016, the workshop featured talks from industry member representatives, MACC professors, graduate students, and researchers from visiting companies and universities. This year's theme was "Addressing Uncertainty in Process Operation and Design" and featured keynote speaker Prof. Paul Stuart from École Polytechnique Montréal.

Member companies can download all of the course materials...

[full story]

Featured Article
MACC develops new parallel computing approaches for designing and optimizing large-scale chemical plants

The chemical process industry is continually striving for greater efficiency, throughput and operability in their plant operations, all while adhering to safety and cost constraints. The processes considered are often on a plant-wide scale, involving several operating units, and involve a considerable amount of uncertainty in terms of the raw material quality, utility costs and product demand. Designing such plants to be flexible enough to quickly ramp up or down production in real-time to... [full story]

Featured Article
MACC develops money-saving technique to assist chemical plants

The air we breathe consists mainly of nitrogen, oxygen, and argon. These components have various applications in many industrial sectors from food/beverage to energy and healthcare. The separation of these components can be done at extreme cold temperatures, i.e. more than 100 oC lower than the coldest outside temperature ever recorded in the Canadian history. Although the raw material, air, is free and plentiful, such separation processes usually start with an energy intensive step –... [full story]

Featured Article
New gasification device designed by MACC researchers

Synthetic diesel and gasoline have been important sources of transportation fuel since World War II, when Axis forces needed a way to power their fleets after the Allies cut off much of their access to petroleum. Traditionally, synthetic fuels are made from coal which is converted into synthesis gas—a mixture of hydrogen and carbon monoxide that can be produced in a device called a gasifier. Gasifiers are widely used today to produce syngas from not just coal, but biomass, petroleum coke,... [full story]

Featured Article
MACC researchers design advanced system to reduce biofuel processing costs

MACC researchers have developed a new chemical process system that will make it less expensive to produce biobutanol—a biofuel that may play an important role in reducing CO2 emissions by blending into ordinary gasoline along with or instead of bioethanol. For the past few years, MACC researchers have been developing a new process that can produce biobutanol using something called the thermochemical route. “The thermochemical route is different from most other biobutanol processing... [full story]

Featured Article
2014/2015 MACC Graduates!

We are proud to announce the graduation of eight of our students! Listed clockwise from top left:

  • Kushlani Wijesekera (MaSC) - Quaternary and Quintenary Semicontinuous Distillation
  • Chris Ewaschuk (MaSC) - Optimal Scheduling of Converter Aisle Operation in a Nickel Smelting Plant
  • Patrick Carter (MaSC) - Planning and Scheduling Optimization in Integrated Steel Production
  • Kyle Lefebvre (MaSC) - Load-following heat, hot water and power distributed generation using an integrated solid...
[full story]

Featured Article
27th Annual MACC Meeting and Workshop

The 27th Annual MACC Meeting and Workshop was held at the Art Gallery of Hamilton from May 12-14, 2015, with the theme "Operations and Design over Multiple Time Scales – from Planning and Scheduling to Advanced Control." Featured speakers from our partners and guests were:

  • Marianthi Ierapetritou - Rutgers University, Decision Making Across Different Scales: From Process Control to Supply Chain Management
  • Elkafi Hassini - DeGroote School of Business, McMaster University, Supply Chain...
[full story]

Featured Article
MACC Students get Top Scholarships!

Nine MACC graduate students have received top federal or provincial scholarships for the 2015-2016 academic year, covering most to all of their educational and living expenses:
Sarah Ballinger Ontario Graduate Scholarship (Master's Level)
Pedro Castillo Ontario Graduate Scholarship (International)
Giancarlo Dalle Ave Ontario Graduate Scholarship (Master's Level)
Brian MacDonald Ontario Graduate Scholarship (Master's Level)
Vida Meidanshahi Ontario Trillium... [full story]

Featured Article
MACC Researchers release 20 instructional CO2 capture simulations

MACC Researchers have released 20 new example simulations for solvent-based CO2 and H2S capture processes in common commercial software packages such as Aspen Plus, Aspen HYSYS, Pro/II, and ProMax.

Solvent-based process for capturing CO2 from major energy conversion processes such as power plants and synthetic fuels processes have been in use for decades and are now experencing even greater interest due to their potential use in mitigating climate change. However, simulating these...

[full story]

Featured Article
Welcome New Students!

We are excited to welcome the following new students to the MACC team!

Sarah Ballinger MaSC Candidate
Giancarlo Dalle Ave MaSC Candidate
Leila Hoseinzade PhD Candidate
Brian MacDonald MaSC Candidate
Craig MacDonald MaSC Candidate
James Scott M.A.Sc Candidate
Tokiso Thatho MaSC Candidate
[full story]

Featured Article
MACC Students Win Top Honours

Update:Philip Tominac, Hadi Shahnazari, and James Scott were left off the list of recipients... sorry guys! I guess we had so many recipients that I couldn't keep track.
We are incredibly proud of our graduate students who continue to perform at the very best of their game. We had no less than EIGHTEEN! students win some sort of scholarship this year, with the nine pictured above winning new scholarships at the highest level (full funding).

NSERC Vanier Scholarship

Jake Nease This is...

[full story]

Featured Article
MACC Prof wins Ontario Early Researcher Award

Assistant Professor Thomas A. Adams II recently received an Early Researcher Award from the Ontario Ministry of Research and Innovation for his research entitled "Sustainable Synthetic Fuels: Combining biomass, natural gas, and nuclear energy to produce diesel and gasoline with reduced CO2 emissions". The award is given to leading young scholars in the province from all fields of science, engineering, technology and medicine and consists of a $150,000 research grant over a period of five... [full story]

Featured Article
Three MACC Students Graduate in 2014

We are proud to announce the graduation of three of our MACC graduate students this year:

Jingyan Chen. MaSC
Thesis Title: Statistic methods for process monitoring and control.
Adviser: Prashant Mhaskar

Kuilin Chen. MaSC
Thesis Title: Data-driven modeling for quality control in chemical processes.
Adviser: Prashant Mhaskar

Dominik Seepersad. MaSC
Thesis Title: Dynamic simulation and control of a hybrid coal gasifier / steam methane reformer system.
Adviser: Thomas A....

[full story]

Featured Article
26th MACC Meeting and Workshop

The MACC recently held its 26th annual Meeting & Workshop, entitled "Best Practices in Control and Optimization - from R&D to Industrial Implementation". Speakers included McMaster Professors Chris Swartz, Thomas A. Adams II, Vlad Mahalec, and Prashant Mhaskar; industrial member speakers from Exxon Mobil, Johnson Control, and ProSensus; special guest speakers Dr. Ali Cinar (IIT), Dr. Lotfi Belkhir (Walter Booth School of Engineering Practice at McMaster), and Dr. Danielle Zyngier at Hatch.... [full story]

Featured Article
MACC Launches Sustainability Website

The MACC has launched orfre.mcmaster.ca, a new website dedicated to showcasing our ongoing research in sustainability. Funded by an Ontario Research Fund - Research Excellent grant, the MACC has been researching how to design new sustainable chemical and energy processes, how to control them, and how to automate them in a sustainable way. Our research projects include the development of better solid oxide fuel cell systems, better biofuel systems, more sustainable air separation units,... [full story]

Featured Article
John MacGregor Festshcrift

We are delighted to announce that in recognition of the distinguished MACC alumn's 70th Birthday, John MacGregor has been honoured with a special Festschrift issue of Industrial & Engineering Chemistry Research.

In addition, the work of Dr. MacGregor will celebrated in two special sessions on November 3 at the upcoming national meeting of the American Institute of Chemical Engineers in San Francisco. The sessions will feature presentations and contributions from his many students and...

[full story]

Recent Activity
Best paper Award
The review paper titled Modeling and... [more]

New Paper
Yingkai Song, Kamil A. Khan. Optimization-based convex relaxations for nonconvex parametric systems of ordinary differential equations [more]

New Theses
Nor Farida Harun. Fuel Composition Transients in Solid Oxide Fuel Cell Gas Turbine Hybrid Systems for Polygeneration Applications [more]

New Paper
Mina Naeini, Haoxiang Lai, Thomas A. Adams. A Mathematical Model for Prediction of Long-Term Degradation Effects in Solid Oxide Fuel Cells [more]

New Theses
Brandon Corbett. Time-invariant, Databased Modeling and Control of Batch Processes [more]

New Paper
Thomas A. Adams. Optimal design and operation of a waste tire feedstock polygeneration system [more]

New Theses
Yanan Cao. Dynamic Modeling and Optimization of Cryogenic Air Separations Units: Design and Operation Strategies [more]

Most Popular
Research MACC research is characterized by collaborative projects with industry [more]

People The MACC team consists of top faculty and students from around the world [more]

Featured Researcher
Dr. Prashant Mhaskar

[full profile]

Dr. Mhaskar has made significant contributions in the areas of nonlinear MPC, fault-tolerant control and batch control problems with industrial applications. He currently holds the Canada Research Chair in Nonlinear and Fault-Tolerant Control.