selected scholarly activity
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academic article
- Environmental impacts of optimal designs of community energy systems under different CO2 footprints of electric grids. Computers and Chemical Engineering. 178:108389-108389. 2023
- Data-driven models of crude distillation units for production planning and for operations monitoring. Computers and Chemical Engineering. 177:108322-108322. 2023
- Reduction of greenhouse gas emissions via flexible operation of cross‐sector integrated energy systems under uncertainties in demand, fuel prices, and solar irradiation. Canadian Journal of Chemical Engineering. 101:3654-3667. 2023
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The
CJCE special series: Pathways to net‐zeroGHG emissions. Canadian Journal of Chemical Engineering. 101:3653-3653. 2023 - Multiple input self-organizing-map ResNet model for optimization of petroleum refinery conversion units. Frontiers of Chemical Science and Engineering. 17:759-771. 2023
- Linear hybrid models of distillation towers. Computers and Chemical Engineering. 171:108160-108160. 2023
- Three pathways towards elimination of CO2 emissions from industrial plants that use hydrocarbon fuels. Journal of Cleaner Production. 391:136159-136159. 2023
- Deep Adaptive Fuzzy Clustering for Evolutionary Unsupervised Representation Learning. IEEE Transactions on Neural Networks and Learning Systems. PP:1-15. 2023
- Accurate and Fast Deep Evolutionary Networks Structured Representation Through Activating and Freezing Dense Networks. IEEE Transactions on Cognitive and Developmental Systems. 14:102-115. 2022
- Anomaly detection methods for infrequent failures in resistive steel welding. Journal of Manufacturing Processes. 75:497-513. 2022
- Integrated design and operation of energy systems for residential buildings, commercial buildings, and light industries. Applied Energy. 305:117822-117822. 2022
- Flooding and offset-free nonlinear model predictive control of a high-purity industrial ethylene splitter using a hybrid model. Computers and Chemical Engineering. 155:107514-107514. 2021
- Greenhouse gas emissions reduction by cross-sector integration of energy systems: Optimal sizing of integrated entities. Energy Conversion and Management. 248:114788-114788. 2021
- Integration of energy systems for buildings and light industrial plants. Energy. 233:121120-121120. 2021
- Refinery production planning optimization under crude oil quality uncertainty. Computers and Chemical Engineering. 151:107361-107361. 2021
- Automatic determining optimal parameters in multi-kernel collaborative fuzzy clustering based on dimension constraint. Neurocomputing. 443:58-74. 2021
- A Circular Target Feature Detection Framework Based on DCNN for Industrial Applications. IEEE Transactions on Industrial Informatics. 17:3303-3313. 2021
- Adaptive system identification of industrial ethylene splitter: A comparison of subspace identification and artificial neural networks. Computers and Chemical Engineering. 147:107240-107240. 2021
- Product tri‐section based crude distillation unit model for refinery production planning and refinery optimization. AIChE Journal. 67. 2021
- Hinging Hyperplanes Crude Oil Mixing Model for Production Planning Optimization. Industrial and Engineering Chemistry Research. 59:8704-8714. 2020
- Modeling the Hydrocracking Process with Deep Neural Networks. Industrial and Engineering Chemistry Research. 59:3077-3090. 2020
- Urban community energy systems design under uncertainty for specified levels of carbon dioxide emissions. Applied Energy. 259:114084-114084. 2020
- Gasoline Blend Planning under Demand Uncertainty: Aggregate Supply–Demand Pinch Algorithm with Rolling Horizon. Industrial and Engineering Chemistry Research. 59:281-298. 2020
- Supply-demand pinch based methodology for multi-period planning under uncertainty in components qualities with application to gasoline blend planning. Computers and Chemical Engineering. 119:425-438. 2018
- Novel performance curves to determine optimal operation of CCHP systems. Applied Energy. 226:1009-1036. 2018
- Global optimization of MIQCPs with dynamic piecewise relaxations. Journal of Global Optimization. 71:691-716. 2018
- A dynamic game theoretic framework for process plant competitive upgrade and production planning. AIChE Journal. 64:916-925. 2018
- Impact of crude distillation unit model accuracy on refinery production planning. Frontiers of Engineering Management. 0:0-0. 2018
- Optimal design, operation and analytical criteria for determining optimal operating modes of a CCHP with fired HRSG, boiler, electric chiller and absorption chiller. Energy. 139:1052-1065. 2017
- Globally optimal dynamic real time optimization without model mismatch between optimization and control layer. Computers and Chemical Engineering. 104:64-75. 2017
- A game theoretic framework for petroleum refinery strategic production planning. AIChE Journal. 63:2751-2763. 2017
- Planning and scheduling of steel plates production. Part II: Scheduling of continuous casting. Computers and Chemical Engineering. 101:312-325. 2017
- Global Optimization of Nonlinear Blend-Scheduling Problems. Engineering. 3:188-201. 2017
- Globally optimal nonlinear model predictive control based on multi-parametric disaggregation. Journal of Process Control. 52:1-13. 2017
- Prof. Egon Bauman 1923-2016 in memoriam. Chemical and Biochemical Engineering Quarterly. 31. 2017
- A game theoretic framework for strategic production planning 2017
- Global Optimization Algorithm for Large-Scale Refinery Planning Models with Bilinear Terms. Industrial and Engineering Chemistry Research. 56:530-548. 2017
- Real-time optimization and Control of an industrial ethylbenzene dehydrogenation process. Chemical Engineering Transactions. 61:331-336. 2017
- Inference in hybrid Bayesian networks with large discrete and continuous domains. Expert Systems with Applications. 49:1-19. 2016
- Hybrid model for optimization of crude oil distillation units. AIChE Journal. 62:1065-1078. 2016
- Improved continuous-time model for gasoline blend scheduling. Computers and Chemical Engineering. 84:627-646. 2016
- Inventory pinch gasoline blend scheduling algorithm combining discrete- and continuous-time models. Computers and Chemical Engineering. 84:611-626. 2016
- Comparison of Methods for Computing Crude Distillation Product Properties in Production Planning and Scheduling. Industrial and Engineering Chemistry Research. 54:11371-11382. 2015
- Planning and scheduling of steel plates production. Part I: Estimation of production times via hybrid Bayesian networks for large domain of discrete variables. Computers and Chemical Engineering. 79:113-134. 2015
- Reconfiguration of satellite orbit for cooperative observation using variable-size multi-objective differential evolution. European Journal of Operational Research. 242:10-20. 2015
- Optimal Satellite Orbit Design for Prioritized Multiple Targets with Threshold Observation Time Using Self-Adaptive Differential Evolution. Journal of Aerospace Engineering. 28. 2015
- Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes. Computers and Chemical Engineering. 71:171-209. 2014
- In Honor of 90-th Birthday of Prof. Egon Bauman. Chemical and Biochemical Engineering Quarterly. 28. 2014
- Nonlinear Blend Scheduling via Inventory Pinch-based Algorithm using Discrete- and Continuous-time Models. Chemical and Biochemical Engineering Quarterly. 28:425-436. 2014
- Inventory pinch based, multiscale models for integrated planning and scheduling-part II: Gasoline blend scheduling. AIChE Journal. 60:2475-2497. 2014
- Inventory pinch based, multiscale models for integrated planning and scheduling-part I: Gasoline blend planning. AIChE Journal. 60:2158-2178. 2014
- Inquiry Guided Learning in a Chemical Engineering Core Curriculum: General Instructional Approach and Specific Application to the Fluid Mechanics Case. International Journal of Engineering Education. 30:1450-1460. 2014
- Inventory pinch algorithm for gasoline blend planning. AIChE Journal. 59:3748-3766. 2013
- Multiple Optima in Gasoline Blend Planning. Industrial and Engineering Chemistry Research. 52:10707-10719. 2013
- Composite planning and scheduling algorithm addressing intra-period infeasibilities of gasoline blend planning models. Canadian Journal of Chemical Engineering. 91:1244-1255. 2013
- Heat exchanger network simulation, data reconciliation & optimization. Applied Thermal Engineering. 52:328-335. 2013
- Inferential monitoring and optimization of crude separation units via hybrid models. Computers and Chemical Engineering. 45:15-26. 2012
- Modular design of heat exchanger networks. International Journal of Process Systems Engineering. 2:178-178. 2012
- Design and analysis of biodiesel production from algae grown through carbon sequestration. Clean Technologies and Environmental Policy. 12:239-254. 2010
- ENGINEERING DESIGN IN THE CREATIVE AGE. ASEE Annual Conference and Exposition, Conference Proceedings. 2009
- A stream in process systems engineering (PSE) in the undergraduate chemical engineering curriculum. ASEE Annual Conference and Exposition, Conference Proceedings. 12.120.1-12.120.21. 2007
- Intelligent system for safe process startup. Engineering Applications of Artificial Intelligence. 7:349-360. 1994
- Calculation of steady-state gains for multivariable systems from closed-loop steady-state data. Journal of Process Control. 1:178-186. 1991
- ASPEN: An Advanced System for Process Engineering. Computers and Chemical Engineering. 3:319-327. 1979
- Author index. Computers and Chemical Engineering. 1:149-160. 1977
- Evolutionary search for an optimal limiting process flowsheet. Computers and Chemical Engineering. 1:133-147. 1977
- Procedures for the initial design of chemical processing systems. Computers and Chemical Engineering. 1:57-68. 1977
- CONCEPTUAL DESIGN OF A ZERO CO2 EMISSIONS FOSSIL FUEL POWER PLANT. Proceedings of the Canadian Engineering Education Association (CEEA).
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article
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chapter
- Design and Operation of Urban Energy Network: Integration of Civic, Industrial, and Transportation Sectors. Computer Aided Chemical Engineering. 1981-1986. 2022
- First Principles Based Development of Hybrid Models of Distillation Towers. Computer Aided Chemical Engineering. 1117-1122. 2022
- Hybrid Modeling of Petrochemical Processes. 129-165. 2018
- Inventory Pinch Based Algorithm for Gasoline Blend Planning with Uncertainty in Components Qualities. Computer Aided Chemical Engineering. 1525-1530. 2018
- Hybrid Models for Monitoring & Optimization of Hydrocarbon Separation Equipment. 427-435. 2010
- Web-Based Modules for Product and Process Design. 531-542. 2009
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conference paper
- Supply-Demand Based Algorithm for Gasoline Blend Planning Under Time-Varying Uncertainty in Demand. Lecture Notes in Electrical Engineering. 183-189. 2019
- NOPT site: An online workbench for modeling and optimization of diverse networks. 2018 INTERNATIONAL CONFERENCE ON ADVANCEMENTS IN COMPUTATIONAL SCIENCES (ICACS). 1-5. 2018
- NOPT Site: An online Workbench for Modeling and Optimization of Diverse Networks. 2018 INTERNATIONAL CONFERENCE ON ADVANCEMENTS IN COMPUTATIONAL SCIENCES (ICACS). 20-24. 2018
- Deterministic global optimization algorithm using piecewise relaxations and bound tightening with dynamic partitioning. Computing and Systems Technology Division 2017 - Core Programming Area at the 2017 AIChE Annual Meeting. 473-480. 2017
- A novel deterministic global optimization algorithm and its application to oil refinery planning. Computing and Systems Technology Division 2016 - Core Programming Area at the 2016 AIChE Annual Meeting. 508-510. 2016
- Multiperiod inventory pinch algorithm for integrated planning and scheduling of oil refineries. Computing and Systems Technology Division 2016 - Core Programming Area at the 2016 AIChE Annual Meeting. 402-404. 2016
- Short-term crude mix and operating conditions optimization for oil refinery operations. Computer Aided Chemical Engineering. 763-768. 2016
- Hybrid models of distillation towers for plant optimization. 18th Topical Conference on Refinery Processing 2015 - Topical Conference at the 2015 AIChE Spring Meeting and 11th Global Congress on Process Safety. 566-577. 2015
- Inventory Pinch Based Multi-Scale Model for Refinery Production Planning. Computer Aided Chemical Engineering. 283-288. 2014
- Two-level algorithm for gasoline blend planning using inventory pinch points to reduce number of blend recipes. AIChE 2013 - 2013 AIChE Spring Meeting and 9th Global Congress on Process Safety, Conference Proceedings. 2013
- Inferential monitoring & optimization of crude units via hybrid models. 11AIChE - 2011 AIChE Spring Meeting and 7th Global Congress on Process Safety, Conference Proceedings. 2011
- Design Challenge—Towards Zero Emissions Fossil Fuel Power Plants. DESIGN FOR ENERGY AND THE ENVIRONMENT. 497-504. 2009
- Web-Based Modules for Product and Process Design. DESIGN FOR ENERGY AND THE ENVIRONMENT. 505-515. 2009
- SIMULTANEOUS MODULAR ALGORITHM FOR STEADY-STATE FLOWSHEET SIMULATION AND DESIGN.. Journal of Microwave Power. 613-627. 1979
- Simultaneous modular algorithm for steady-state flowsheet simulation and design. Computers and Chemical Engineering. 373-373. 1979
- Engineering Design In The Creative Age. 2009 Annual Conference & Exposition Proceedings. 14.548.1-14.548.11.