Journal Articles
-
V. Gopalakrishnan, G. Ziv, S. Hirabayashi, B. R. Bakshi. Nature-Based Solutions Can Compete with Technology for Mitigating Air Emissions Across the United States. Environmental Science and Technology, 53, 22, 13228-13237, 2019
-
B. R. Bakshi, T. Ghosh, and K. Lee. Engineering, Markets, and Human Behavior: An Essential Integration for Decisions toward Sustainability, Current Opinion in Chemical Engineering, 26, 164-169, 2019
-
X. Liu, M. Charles, and B. R. Bakshi. Including Ecosystem Services in Life Cycle Assessment: Methodology and Application to Urban Farms, Procedia CIRP 80, 287-291, 2019
-
B. Rugani, D. M. De Souza, J. Weidema B.and Bare, B. R. Bakshi, B. Grann, J. M. Johnston, A. L. Raymundo Pavan, X. Liu, A. Laurent, and F. Verones. Towards integrating the ecosystem services cascade framework within the Life Cycle Assessment (LCA) cause-effect methodology, Science of the Total Environment 690, 1284–1298, 2019
-
K. Lee, T. Ghosh, and B. R. Bakshi. Toward Multiscale Consequential Sustainable Process Design: Including the Effects of Economy and Resource Constraints with Application to Green Urea Production in a Watershed, Chemical Engineering Science, 207, 725–743, 2019
-
T. Ghosh, B. R. Bakshi, Designing Biofuel Supply Chains while Mitigating Harmful Algal Blooms with Treatment Wetlands, Comp. Chem. Eng., 126, 113-127, 2019
-
S. B. Jadhao, A. B. Pandit, B. R. Bakshi, Resource Utilization and Destruction in Indian Industrial Sectors: An Exergy Analysis, Ind. Eng. Chem. Res., 58, 26, 11566-11575, 2019
-
U. Shah, B. R. Bakshi, Accounting for Nature’s Intermittency and Growth while Mitigating NO2 Emissions by Techno-Ecological Synergistic Design - Application to a Chloralkali Process, J. Adv. Manuf. and Proc., 1, 1-2, 2019
-
B. R. Bakshi. Toward Sustainable Chemical Engineering: The Role of Process Systems Engineering, Annual Reviews of Chemical and Biomolecular Engineering, 10, 1-26, 2019
-
V. Gopalakrishnan, G. Ziv, B. R. Bakshi, Role of Vegetation in Mitigating Air Emissions Across Industrial Sites in the US, ACS Sustainable Chemistry and Engineering, 7, 4, 3783–3791, 2019
-
Bakshi, B., Book Review of Energy, Complexity and Wealth Maximization by Robert Ayres, Journal of Industrial Ecology, 23, 2, 510-511, 2019
-
X. Liu and B. R. Bakshi, Ecosystem Services in Life Cycle Assessment while Encouraging Techno-Ecological Synergies, Journal of Industrial Ecology, 23, 2, 347-360, 2019
-
X. Liu, G. Ziv, B. R. Bakshi, Ecosystem Services in Life Cycle Assessment, Part 2: Adaptations to regional and serviceshed information, J. Cleaner Production, 197, 772-780, 2018
-
X. Liu, G. Ziv, B. R. Bakshi, Ecosystem Services in Life Cycle Assessment, Part 1: A computational framework, J. Cleaner Production, 197, 314-322, 2018
-
R. J. Hanes, V. Gopalakrishnan, B. R. Bakshi, Including nature in the food-energy-water nexus can improve sustainability across multiple ecosystem services, Resources, Conservation and Recycling, 137, 214-228, 2018
-
V. Gopalakrishnan, S. Hirabayashi, G. Ziv, and B. R. Bakshi, Air Quality and Human Health Impacts of Grasslands and Shrublands in the United States, Atmospheric Environment, 182, 193–199, 2018
-
B. R. Bakshi, T. G. Gutowski, D. P. Sekulic, Claiming Sustainability: Requirements and Challenges, ACS Sustainable Chemistry and Engineering, 6, 3, 3632–3639, 2018
-
F. Saladini, V. Gopalakrishnan, S. Bastianoni, B. R. Bakshi, Synergies Between Industry and Nature – An Emergy Evaluation of a Biodiesel Production System Integrated with Ecological Systems, Ecosystem Services, 30B, 257-266, 2018
-
X.Liu, S. Singh, E. L. Gibbemeyer, B. E. Tam, R. A. Urban, B. R. Bakshi, The Carbon-Nitrogen Nexus of Transportation Fuels, Journal of Cleaner Production, 180, 790-803, 2018
-
V. Gopalakrishnan, and B. R. Bakshi, Ecosystems as Unit Operations for Local Techno-Ecological Synergy: Integrated Process Design with Treatment Wetlands, AIChE Journal, accepted, 2018
-
T. Ghosh and B. R. Bakshi, Process to Planet approach to Sustainable Process Design: Multiple Objectives and Byproducts, Theoretical Foundations of Chemical Engineering, 51, 6, 936-948, 2017
-
S. B. Jadhao, A. B. Pandit, B. R. Bakshi, The Evolving Metabolism of a Developing Economy: India's Exergy Flows over Four Decades, Applied Energy, 206, 851-857, 2017
-
V. Gopalakrishnan, and B. R. Bakshi, Biosolids Management with Net-Zero CO2 Emissions: A Techno-Ecological Synergy Design, Clean Technologies and Environmental Policy, 19, 8, 2099–2111, 2017
-
R. J. Hanes, V. Gopalakrishnan, and B. R. Bakshi. Synergies and trade-offs in renewable energy landscapes: Balancing energy production with economics and ecosystem services. Applied Energy, 199, 25-44, 2017
-
S. B Jadhao, S. G. Shingade, A. B. Pandit, B. R. Bakshi, Bury, Burn or Gasify: Assessing Municipal Solid Waste Management Options in Indian Megacities by Exergy Analysis, Clean Technologies and Environmental Policy, accepted, 2017
-
A. Ramaswami, D. Boyer, A. Nagpure, A. Fang, S. Bogra, B. Bakshi, E. Cohen. and A. Rao-Ghorpade, An urban systems framework to assess the trans-boundary food-energy-water nexus: implementation in Delhi, India, Environmental Research Letters, 12, 025008, 2017
-
J.-K. Choi, B. R. Bakshi, K. Hubacek, and J. Nader, A Sequential Input-Output Framework to Analyze the Economic and Environmental Implications of Energy Policies: Gas Taxes and Fuel Subsidies, Applied Energy, 184, 15, 830–839, 2016
-
Mandade, P., B. R. Bakshi, G. D. Yadav, Ethanol from Indian Agro-Industrial Lignocellulosic Biomass - An Emergy Evaluation, Clean Technol. Env. Policy, 18, 2625–2634, 2016
-
V. Gopalakrishnan, B. R. Bakshi, and G. Ziv. “Assessing the Capacity of Local Ecosystems to Meet Industrial Demand for Ecosystem Services.” AIChE Journal, 62, 9, 3319-3333 (2016).
-
Bogra, S., B. R. Bakshi, R. Mathur, A Water Withdrawal Input-Output Model of the Indian Economy, Environmental Science and Technology, 50, 3, 1313–1321, 2016
-
Chopra, S., B. R. Bakshi, V. Khanna, Economic Dependence of U.S. Industrial Sectors on Animal-mediated Pollination Service, Environmental Science and Technology, 49, 24, 14441–14451, 2015
-
Mandade, P., B. R. Bakshi, G. D. Yadav, Ethanol from Indian Agro-Industrial Lignocellulosic Biomass - A Life Cycle Evaluation of Energy, Greenhouse Gases, Land and Water, Int. J. LCA, 20, 12, 1649-1658, 2015
-
Hanes, R. J., B. R. Bakshi, Process to Planet: A Multiscale Modeling Framework Toward Sustainable Engineering, AIChE Journal, accepted, 2015
-
Hanes, R. J., B. R. Bakshi, Sustainable Process Design Using the Process to Planet Framework, AIChE Journal, accepted, 2015
-
Hanes, R., N. B. Cruze, P. K. Goel, B. R. Bakshi, Allocation Games: Addressing the ill-posed nature of allocation in life cycle inventories, Environmental Science and Technology, 49, 13, 7996–8003, 2015
-
Kursun, B., B. R. Bakshi, M. Mahata, and J. F. Martin. Life Cycle and Emergy Based Design of Energy Systems in Developing Countries: Centralized and Localized Options, Ecological Modelling, accepted, 2015
-
Bakshi, B. R., G. Ziv, M. D. Lepech, Techno-Ecological Synergy: A Framework for Sustainable Engineering, Environmental Science and Technology, 49, 3, 1752-1760, 2015
-
Singh, S., B. R. Bakshi, Footprints of Carbon and Nitrogen: Revisiting the Paradigm and Exploring their Nexus for Decision Making, Ecological Indicators, accepted, 2015
-
Winden, M., N. Cruze, T. Haab, B. Bakshi, Monetized value of the environmental, health and resource externalities of soy biodiesel, Energy Economics, 2014, accepted
-
Bakshi, B. R., Methods and Tools for Sustainable Process Design, Current Opinion in Chemical Engineering, 6, 69-74, 2014
-
Cruze, N. B., P. K. Goel, B. R. Bakshi, Allocation in life cycle inventory: partial set of solutions to an ill-posed problem, Int. J. Life Cycle Assessment, 19, 11, 1854-1865, 2014
-
Cruze, N. B., P. K. Goel, B. R. Bakshi, Revisiting Least Squares Techniques for the Purposes of Allocation in Life Cycle Inventory, Int. J. Life Cycle Assessment, 19, 10, 1733-1744, 2014
-
Winden, M., N. Cruze, T. Haab, B. Bakshi, Integrating Life Cycle Assessment and Choice Analysis for Alternative Fuel Valuation, Ecological Economics, accepted
-
Kursun, B., S. Ramkumar, B. R. Bakshi, L.-S. Fan, A Life Cycle Comparison of Coal Gasification by Conventional versus Calcium Looping Process, Ind. Eng. Chem. Res., accepted
-
Woods, L., B. R. Bakshi, Reusable vs. Disposable Cups Revisited: Guidance in life cycle comparisons addressing scenario, model, and parameter uncertainties for the U.S. consumer, Int. J. Life Cycle Assessment, 19, 4, 931-940, 2014
-
Singh, S., B. R. Bakshi, Accounting for Emissions and Sinks from the Biogeochemical Cycle of Carbon in the U.S. Economic Input-Output Model, J. Industrial Ecology, accepted
-
Zhang, Y., E. Gibbemeyer, B. R. Bakshi, Empirical Comparion of Input-Output Methods for Life Cycle Assessment, J. Industrial Ecology, 18, 5, 734-746, 2014
-
Singh, S., B. R. Bakshi, Accounting for the Biogeochemical Cycle of Nitrogen in Input-Output Life Cycle Assessment, Env. Sc. Technol., 47, 16, 9388-9396, 2013
-
Zhuang, K., B. R. Bakshi, M. J. Herrgard, Multi-scale modeling for sustainable chemical production, Biotechnology Journal, 8, 9, 973–984, 2013
-
Urban, R. A., B. R. Bakshi, Techno-Ecological Synergy as a Path Toward Sustainability of a North American Residential System, Env. Sc. Technol.,47 4, 1985–1993, 2013
-
Cruze, N. B., P. K. Goel, B. R. Bakshi, On the "Rigorous proof of fuzzy error propagation with matrix-based LCI", Int. J. LCA, 18, 2, 516-519, 2013
-
Reinforced Wind Turbine Blades - An Environmental Life Cycle Evaluation
Merugula, L., V. Khanna, B. R. Bakshi, Env. Sc. Technol., 46, 17, 9785–9792, 2012 -
Assessing Resource Intensity and Renewability of Cellulosic Ethanol Technologies using Eco-LCA
Baral, A., B. R. Bakshi, R. Smith, Environmental Science and Technology, 46, 4, 2436–2444, 2012 -
Incorporating Ecosystem Services into Life Cycle Assessment
Bakshi, B. R., M. J. Small, J. Industrial Ecology, 15, 4, 477-478, 2011 -
A life cycle framework for the investigation of environmentally benign nanoparticles and products,
Theis, T. L., B. R. Bakshi, R. Clift, D. Durham, V. M. Fthenakis, T. G. Gutowski, J. A. Isaacs, T. Seager, M. R. Wiesner, Physica Status Solidi, 5, 9, 312-317, 2011 -
Appreciating the Role of Thermodynamics in LCA Improvement Analysis via an Application to Titanium Dioxide Nanoparticles
Grubb, G. F., B. R. Bakshi, Environmental Science and Technology, 45, 7, 3054–3061, 2011 -
Comparative Life Cycle Assessment of Beneficial Applications for Scrap Tires
Fiksel, J., B. R. Bakshi, A. Baral, R. Rajagopalan, Clean Technologies and Environmental Policy, 13, 19-35, 2011 -
Emergy Analysis using US Economic Input-Output Models with Applications to Life Cycles of Gasoline and Corn Ethanol
Baral, A., B. R. Bakshi, Ecological Modelling, 221, 15, 1807-1818, 2010 -
Towards sustainability of engineered processes: Designing self-reliant networks of technological-ecological systems
Urban, R. A., Bakshi, B. R., Grubb, G. F., Baral, A., Mitsch, W. J., Computers and Chemical Engineering, accepted 2010 -
Effects of a carbon price in the U.S. on economic sectors, resource use, and emissions: An input-output approach
Choi, J.-K., Bakshi, B. R., Haab, T., Energy Policy, 38, 7, 3527-3536, 2010 -
Prior Checking and Moving Horizon Smoothing for Improved Particle Filtering
Lang, L., Goel, P. K., Bakshi, B. R., Industrial and Engineering Chemistry Research, 49, 9, 4197–4209, 2010 -
Accounting for Ecosystem Services in Life Cycle Assessment, Part I: A Critical Review
Zhang, Y., Singh, S., Bakshi, B. R., Environmental Science and Technology, 44, 7, 2232-2242, 2010 -
Accounting for Ecosystem Services in Life Cycle Assessment, Part II: Toward an Ecologically-Based LCA
Zhang, Y., Baral, A., Bakshi, B. R., Environmental Science and Technology, 44, 7, 2624-2631, 2010 -
Life Cycle of Titanium Dioxide Nanoparticle Production - Impact of Emissions and Thermodynamic Analysis of Resource Use
Grubb, G. F., Bakshi, B. R., J. Industrial Ecology, accepted, 2010 -
Thermodynamic Metrics for Aggregation of Natural Resources in Life Cycle Analysis: Insight via Application to Some Transportation Fuels,
Baral, A., Bakshi, B. R., Environmental Science and Technology, 44, 2, 800-807, 2010 -
Integrated Estimation of Measurement Error With Empirical Process Modeling - A Hierarchical Bayes Approach
Chen, H., Bakshi, B. R., Goel, P. K., AIChE Journal, 55, 11, 2883-2895, 2009 -
1,3-Propanediol from Fossils versus Biomass: A Life Cycle Evaluation of Emissions and Ecological Resources
Urban, R. A., Bakshi, B. R., Industrial and Engineering Chemistry Research, 48, 17, 8068-8082, 2009 -
Carbon Nanofiber Polymer Composites: Evaluation of Life Cycle Energy Use,
Khanna, V., Bakshi, B. R., Environmental Science and Technology, 43, 6, 2078-2084, 2009 -
Carbon Nanofiber Production : Life Cycle Energy Consumption and Environmental Impact
Khanna, V., Bakshi, B. R., Lee, L. J., Journal of Industrial Ecology, 12, 3, 394-410, 2008 -
Multiscale Statistical Process Control Using Wavelet Packets
Reis, M. S., Bakshi, B. R., Saraiva, P. M., AIChE Journal, 54, 9, 2366-2378, 2008 -
Resource Intensities of Chemical Industry Sectors in the United States via Input-Output Network Models,
Ukidwe, N. U., Bakshi, B. R., Comp. Chem. Eng., 32, 9, 2050-2064, 2008 -
Exergy: its potential and limitations in environmental science and technology,
Dewulf, J., Langenhove, H., Muys, B., Bruers, S., Bakshi, B. R., Grubb, G., Paulus, D., Sciubba, E., Environmental Science and Technology, 42, 7, 2221-2232, 2008 -
Life Cycle Assessment of an Ionic Liquid versus Molecular Solvents and Their Applications,
Zhang, Y., Bakshi, B. R., and Sahle-Demessie, E., Environmental Science and Technology, 42, 5, 1724–1730, 2008 -
Toward Bayesian Chemometrics - A Tutorial on Some Recent Advances
Chen, H., Bakshi, B. R., and Goel, P. K., Analytica Chimica Acta, 602, 1-16, 2007 -
Bayesian Latent Variable Regression via Gibbs Sampling: Methodology and Practical Aspects,
Chen, H., Bakshi, B. R., and Goel, P. K., J. Chemometrics, 21, 12, 578-591, 2007 -
Enhancing Life Cycle Inventories via Reconciliation with the Laws of Thermodynamics,
Hau, J. L., Yi, H.-S., and Bakshi, B. R., J. Industrial Ecology, 11, 4, 5-25, 2007 -
Bayesian Estimation via Sequential Monte Carlo Sampling - Constrained Dynamic Systems
Chen, W.-S., Lang, L., Bakshi, B. R., Goel, P. K., and Ungarala, S., Automatica, 43, 1615-1622, 2007 -
Rectification of Multiscale Data with Application to Life Cycle Inventories
Yi, H.-S., and Bakshi, B. R., AIChE Journal, 53, 4, 876-890, 2007 -
Industrial and Ecological Cumulative Exergy Consumption of the United States via the 1997 Input-Output Benchmark Model
Ukidwe, N. U., and Bakshi, B. R., Energy, 32, 1560-1592, 2007 -
Particle Filtering and Moving Horizon Estimation
Rawlings, J. B., and B R. Bakshi, Computers and Chemical Engineering, 30, 10-12, 1529-1541, 2006 -
Flow of Natural versus Economic Capital in Industrial Supply Networks and its Implications to Sustainability
Ukidwe, N. U., and B. R. Bakshi, Environmental Science and Technology, 39, 24, 9759-9769, 2005 -
Hierarchical Thermodynamic Metrics for Evaluating the Environmental Sustainability of Industrial Processes
Yi, H.-S., J. L. Hau, N. U. Ukidwe, and B. R. Bakshi, Environmental Progress, special issue on Sustainable Engineering, 23, 4, 302-314, 2004 -
Thermodynamic Accounting of Ecosystem Contribution to Economic Sectors with Application to 1992 US Economy
Ukidwe, N. U., and B. R. Bakshi, Environmental Science and Technology, 38, 18, 4810-4827, 2004 -
Clustering in Wavelet Domain: A Multiresolution ART Network for Anomaly Detection
Aradhye, H. B., B. R. Bakshi, J. F. Davis, and S. C. Ahalt, AIChE Journal, 50, 10, 2455-2466, 2004 -
Promise and Problems of Emergy Analysis
Hau, J. L., and B. R. Bakshi, Ecological Modelling, special issue in honor of H. T. Odum, 178, 215-225, 2004
Paper -
Bayesian Estimation via Sequential Monte Carlo Sampling: Unconstrained Nonlinear Dynamic Systems
Chen, W.-S., B. R. Bakshi, P. K. Goel, and S. Ungarala, Industrial and Engineering Chemistry Research, 43, 14, 4012-4025, 2004
Paper -
Expanding Exergy Analysis to Account for Ecosystem Products and Services
Hau, J. L., and B. R. Bakshi, Environmental Science and Technology, 38, 13, 3768-3777, 2004
Paper -
The Quest for Sustainability: Challenges for Process Systems Engineering
Bakshi, B. R., and J. Fiksel, AIChE Journal, cover article, 49, 6, 1350-1358, 2003
Paper, cover image -
Multiscale SPC Using Wavelets - Theoretical Analysis and Properties
Aradhye, H. B., B. R. Bakshi, R. A. Strauss, and J. F. Davis, AIChE Journal, 49, 4, 939-958, 2003
Paper -
ART-2 and Multiscale ART-2 for On-Line Process Fault Detection - Validation via Industrial Case Studies and Monte Carlo Simulation
Aradhye, H. B., J. F. Davis, B. R. Bakshi, Annual Reviews in Control, 26, 1, 113-127, 2002 -
Bayesian Principal Component Analysis
Nounou, M. N., B. R. Bakshi, P. K. Goel, and X. Shen, Journal of Chemometrics, 16, 11, 576-595, 2002
Paper -
Process Modeling by Bayesian Latent Variable Regression
Nounou, M. N., B. R. Bakshi, P. K. Goel, and X. Shen, AIChE Journal, 48, 8, 1775-1793, 2002
Paper -
Multiscale and Bayesian Approaches to Data Analysis in Genomics High Throughput Screening
Yang, C., B. R. Bakshi, J. F. Rathman, P E. Blower, Jr., Current Opinion in Drug Discovery and Delivery , 5, 3, 428-438, 2002 -
Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem
Kano, M., K. Nagao, S. Hasebe, I. Hashimoto,H. Ohno, R. Strauss, and B. Bakshi, Computers and Chemical Engineering, special issue on selected papers from PSE 2000, 26, 2, 161-174, 2002
Paper -
A Thermodynamic Framework for Ecologically Conscious Process Systems Engineering
B. R. Bakshi, Computers and Chemical Engineering, special issue on selected papers from PSE 2000, 26, 2, 269-282, 2002
Paper -
Multiscale Bayesian Data Rectification of Linear Steady-State and Dynamic Systems without Accurate Models
Bakshi, B. R., M. N. Nounou, P. K. Goel, and X. Shen, Industrial and Engineering Chemistry Research , 40, 1, 261 -274, 2001
Abstract and Paper -
Interplay of Large Materials Databases Semi-empirical Methods, Neuro-computing and First Principle Calculations for Ternary Compound Former/Nonformer Prediction
Villars, P., K. Brandenburg, M. Berndt, S. LeClair, A. Jackson, Y.-H. Pao, B. Igelnik, M. Oxley, B. Bakshi, P. Chen, and S. Iwata, Engineering Applications of Artificial Intelligence , 13, 5, 497-505, 2000
Paper -
Binary, Ternary and Quaternary Compound Former/Nonformer Prediction via Mendeleev Number
Villars, P., K. Brandenburg, M. Berndt, S. LeClair, A. Jackson, Y. H. Pao, B. Igelnik, M. Oxley, B. Bakshi, and P. Chen, Journal of Alloys and Compounds, 317-318, 26-38, 2001
Paper -
A Thermodynamic Framework for Ecologically Conscious Process Systems Engineering
B. R. Bakshi, Computers and Chemical Engineering, 24, 2-7, 1767-1773, 2000 (proceedings of PSE 2000, plenary talk)
Paper -
A Multiscale, Bayesian and Error-In-Variables Approach for Linear Dynamic Data Rectification
Ungarala, S., and B. R. Bakshi, Computers and Chemical Engineering, 24, 2-7, 445-451, 2000 (proceedings of PSE 2000)
Paper -
Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem
Kano, M., K. Nagao, S. Hasebe, I. Hashimoto, H. Ohno, R. Strauss, and B. Bakshi, Computers and Chemical Engineering, 24, 2-7, 175-181, 2000 (proceedings of PSE 2000, plenary talk)
Paper -
Multiscale Analysis and Modeling Using Wavelets
Bakshi, B. R., Journal of Chemometrics, 13, 3-4, 415-434, 1999
Abstract , Paper -
Online Multiscale Filtering of Random and Gross Errors Without Process Models
Nounou, M. N. and B. R. Bakshi, AIChE Journal, 45, 5, 1041-1058, 1999
Abstract , Paper -
A Common Framework and Overview for the Unification of Neural, Chemometric and Statistical Modeling Methods
Bakshi, B. R. and U. Utojo, Analytica Chimica Acta, special issue on neural networks, 384, 227-247, 1999
Abstract , Paper -
Unification of Neural and Statistical Methods that Combine Inputs by Linear Projection
Bakshi, B. R. and U. Utojo, Computers and Chemical Engineering, 22, 12, 1859-1878, 1998
Abstract , Paper -
Unification of Neural and Statistical Methods as Applied to Materials Structure-Property Mapping
Bakshi, B. R. and R. Chatterjee, Journal of Alloys and Compounds, 279, 1, 39-46, 1998
Abstract , Paper -
Multiscale PCA with Application to Multivariate Statistical Process Monitoring
Bakshi, B. R., AIChE Journal , 44, 7, 1596-1610, 1998
Abstract , Text , Figures -
Multiscale Rectification of Random Errors without Process Models
Bakshi, B. R., P. Bansal and M. Nounou, Computers and Chemical Engineering, 21, S1167-S1172, 1997
Abstract , Paper -
Multifractal Characterization of Flow in Circulating Fluidized Beds
Zhong, H., Bakshi, B. R., Jiang, P., Fan, L.-S., The Chemical Engineering Journal, special issue on Chaos and Fractals in Chemical Engineering, 64, 107-115, 1996
Abstract, Paper -
Compression of Chemical Process Data Through Functional Approximation and Feature Extraction
Bakshi, B. R., Stephanopoulos, G., AIChE Journal, 42, 2, 477-492, 1996
Abstract -
A Method for an Automated Rule Extraction From Raw Process Data Part 1: Process Trends, Wavelet Transformation and Decision Trees (in German)
Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos and K. Schügerl, Automatisierungstechnik , 44, 2, 61-70, February 1996 -
A Method for an Automated Rule Extraction From Raw Process Data Part 2: A Case Study (in German)
Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos and K. Schügerl, Automatisierungstechnik , 44, 3, 138-145, March 1996 -
Analysis of Flow in Gas-Liquid Bubble Columns Using Multi-Resolution Methods
Bakshi, B. R., Zhong, H., Jiang, P., Fan, L.-S., Trans. Inst. Chem. Eng., Part A, 73, 608-614, August, 1995
Abstract -
Representation of Process Trends, Part III. Multi-Scale Extraction of Trends from Process Data
Bakshi, B. R., Stephanopoulos, G., Computers and Chemical Engineering , 18, 4, 267-302, 1994
Abstract -
Representation of Process Trends, Part IV. Induction of Real-Time Patterns from Operating Data for Diagnosis and Supervisory Control
Bakshi, B. R., Stephanopoulos, G., Computers and Chemical Engineering , 18, 4, 303-332, 1994
Abstract -
Analysis of Operating Data for Evaluation, Diagnosis and Control of Batch Operations
Bakshi, B. R., Locher, G., Stephanopoulos, Greg., Stephanopoulos, Geo., Journal of Process Control , 4, 4, 175-194, 1994
Abstract -
"Database mining" mit Hilfe von Trends, Wavelettransformation und Klassifizierungsbäumen
Locher, G., Bakshi, B., Stephanopoulos, Geo., Stephanopoulos, Greg., Schügerl, K., Chemie Ingenieur Technik , 66, 3, 541, 1994 -
Wavelet Networks for Localized Learning in a Multi-Resolution Hierarchy
Bakshi, B. R. and G. Stephanopoulos, Communication and Cognition - Artificial Intelligence, 10, 1-2, 23-37, 1993 -
Wave-Net: A Multi-Resolution, Hierarchical Neural Network with Localized Learning
Bakshi, B. R., Stephanopoulos, G., AIChE Journal, 39, 1, 57-81, 1993
Abstract
Technical Reports
-
Hierarchical Thermodynamic Sustainability Metrics for an Ammonia Process
Yi, H.-S., B. R. Bakshi, contains details of study in "Hierarchical Thermodynamic Metrics for Evaluating the Environmental Sustainability of Industrial Processes", Environmental Progress, 23, 4, 302-314, 2004 -
A Multiresolution ART Network for Anomaly Detection in Multivariate Non-Linearly Correlated Signals
Aradhye, H. B., B. R. Bakshi, J. F. Davis,and S. C. Ahalt -
Multiscale and Bayesian Methods for Efficient Process Operation
Bakshi, B. R., keynote lecture at PSE Asia, Kyoto, Japan, December 2000 -
Bayesian Error-in-Variables Rectification of Data from Linear Dynamic Systems
Ungarala, S., and B. R. Bakshi