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Bhavik Bakshi

  • Professor, Chemical & Biomolecular Eng
  • 151 West Woodruff Avenue
    Columbus, OH 43210
  • 614-292-4904

Honors

  • 20121001

    Research Excellence in Sustainable Engineering.

  • 20100101

    Best paper award, first place with Shweta Singh.

  • 20100101

    Best poster award, first place with Shweta Singh.

  • 20090101

    Lumley Research Award.

  • 20080701

    Best Poster Award for the paper A Framework for Assessing the Biocomplexity of Material Use, with Dr. Jun-Ki Choi.

  • 20030101

    Lumley Research Award.

  • 19980101-20021201

    NSF CAREER Award.

  • 19990101

    Lumley Research Award.

  • 19980101

    Faculty Early Career Enhancement (CAREER) Award.

  • 19960101

    Ted Peterson Award.

  • 19910101

    Poster session award.

  • 19860101

    P.C. Ray Award.

  • 19820101

    National Merit Scholarship.

  • 19820101

    Bombay University scholarship.

Edited Books

2011

  • Bakshi, B. R., T. G. Gutowski, and D. P. Sekulic. 2011. "Thermodynamics and the Destruction of Resources." Cambridge University Press.

Chapters

2015

  • 2015. "Carbon and Nitrogen Footprints of Chemical and Manufacturing Industry Sectors." In Sustainability in the Analysis, Synthesis and Design of Chemical Engineering Processes, edited by G. R. Mercado and H. Cabezas,
  • 2015. "Comprehensive life cycle accounting in sustainable process design." In Sustainability of Products, Processes and Supply Chains: Theory and Applications, edited by Fengqi You,

2014

  • 2014. "Carbon and Nitrogen Footprints of Engineering Activities." In Assessing and Measuring Environmental Impacts in Engineering, edited by Jiri Klemes,

2012

  • 2012. "Accounting for Ecosystem Services in Life Cycle Assessment and Design." In Life Cycle Assessment: A Guide for Environmentally Sustainable Products, edited by Mary Ann Curran,

2011

  • 2011. "Thermodynamics Methods for Resource Accounting." In Thermodynamics and the Destruction of Resources, edited by B. R. Bakshi, T. G. Gutowski and D. P. Sekulic,
  • 2011. "Improving the Quality of Life Cycle Inventory Data by Reconciliation with the Laws of Thermodynamics." In Thermodynamics and the Destruction of Resources, edited by B. R. Bakshi, T. G. Gutowski and D. P. Sekulic,

2009

  • 2009. "Nonlinear Modeling: Linear Approaches for Nonlinear Modeling." In Comprehensive Chemometrics, edited by S. Brown, B.Walczak, and R. Tauler,
  • 2009. "Nonlinear Regression: Other Methods." In Comprehensive Chemometrics, edited by S. Brown, B.Walczak, and R. Tauler,
  • 2009. "Thermodynamic Input-Output Analysis of Economic and Ecological Systems." In Handbook of Input-Output Economics in Industrial Ecology, edited by S. Suh,

2008

  • 2008. "Life Cycle Assessment of Carbon Nanobres." In Nanoscience and Nanotechnology: Environmental and Health Impact, edited by V. H. Grassian,

2007

  • 2007. "Life Cycle Analysis." In Encyclopedia of Environment and Society, edited by P. Robbins,
  • 2007. "Energy." In Encyclopedia of Environment and Society, edited by P. Robbins,

2001

  • 2001. "International Comparisons of Environmental Hazards." In Global Environmental Risk, edited by Kasperson, J. X., Kasperson, R. E.,
  • 2001. "Multiscale Estimation of Linear Dynamic Systems with and without Accurate Models." In Wavelets in Signal and Image Analysis, edited by A. Petrosian and F. Meyer,

2000

  • 2000. "Multiscale Modeling and Model-Based Denoising." In Wavelets in Chemistry, edited by B. Walczak,
  • 2000. "Multiscale Methods for Denoising and Compression." In Wavelets in Chemistry, edited by B. Walczak,

1995

  • 1995. "Connections Between Articial Neural Networks and Multivariate Statistical Methods - An Overview." In Neural Networks in Bioprocessing and Chemical Engineering, edited by D. R. Baughman and Y. A. Liu,
  • 1995. "Non-Monotonic Reasoning: The Synthesis of Operating Procedures in Chemical Plants." In Paradigms of Intelligent Systems in Process Engineering, edited by G. Stephanopoulos and C. Han,

1994

  • 1994. "Learning at Multiple Resolutions: Wavelets as Basis Functions in Articial Neural Networks and Inductive Decision Trees." In Wavelet Applications in Chemical Engineering, edited by R. Motard and B. Joseph,

Unknown

  • ". “Carbon and Nitrogen Footprints of Engineering Activitiesâ€�." In Assessing and Measuring Environmental Impacts in Engineering, edited by Klemes, Jiri J.,
  • "Carbon and Nitrogen Footprints of Engineering Activities." In Assessing and Measuring Environmental Impacts in Engineering, edited by Jiri J. Klemes,

Journal Articles

2015

  • Singh,Shweta; Bakshi,Bhavik,R, 2015, "Footprints of carbon and nitrogen: Revisiting the paradigm and exploring their nexus for decision making." ECOLOGICAL INDICATORS 53, 49-60 - 49-60.
  • Winden,Matthew; Cruze,Nathan; Haab,Tim; Bakshi,Bhavik, 2015, "Monetized value of the environmental, health and resource externalities of soy biodiesel." ENERGY ECONOMICS 47, 18-24 - 18-24.
  • Matthew Winden, Nathan Cruze, Tim Haab, and Bhavik Bakshi, 2015, "“Monetized value of the environmental, health and resource externalities of soy biodieselâ€�." Energy Policy 47, 18-24 - 18-24.

2014

  • Cruze,Nathan,B; Goel,Prem,K; Bakshi,Bhavik,R, 2014, "Revisiting least squares techniques for the purposes of allocation in life cycle inventory." INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT 19, no. 10, 1733-1744 - 1733-1744.
  • Matthew Winden, Nathan Cruze, Tim Haab, and Bhavik Bakshi, 2014, ". “Integrating life-cycle assessment and choice analysis for alternative fuel valuationâ€�.." Ecological Economics 102, 83–93. - 83–93..
  • Singh,Shweta; Bakshi,Bhavik,R, 2014, "Accounting for Emissions and Sinks from the Biogeochemical Cycle of Carbon in the US Economic Input-Output Model." JOURNAL OF INDUSTRIAL ECOLOGY 18, no. 6, 818-828 - 818-828.
  • Bakshi,Bhavik,R, 2014, "Methods and tools for sustainable process design." CURRENT OPINION IN CHEMICAL ENGINEERING 6, 69-74 - 69-74.
  • Cruze,Nathan,B; Goel,Prem,K; Bakshi,Bhavik,R, 2014, "Allocation in life cycle inventory: partial set of solutions to an ill-posed problem." INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT 19, no. 11, 1854-1865 - 1854-1865.
  • Winden,Matthew; Cruze,Nathan; Haab,Tim; Bakshi,Bhavik, 2014, "Integrating life-cycle assessment and choice analysis for alternative fuel valuation." ECOLOGICAL ECONOMICS 102, 83-93 - 83-93.
  • L. Woods and B. R. Bakshi, 2014, "“Reusable vs. Disposable Cups Revisited: A life cycle comparison based on scenario, model, and parameter uncertaintiesâ€�." â€�. Int. J. Life Cycle Assessment 19.4, 931-940 - 931-940.

2011

  • Bakshi,Bhavik; Small,Mitchell,J, 2011, "Incorporating Ecosystem Services Into Life Cycle Assessment." JOURNAL OF INDUSTRIAL ECOLOGY 15, no. 4, 477-478 - 477-478.

2010

  • Choi,Jun-Ki; Bakshi,Bhavik,R; Haab,Timothy, 2010, "Effects of a carbon price in the US on economic sectors, resource use, and emissions: An input-output approach." ENERGY POLICY 38, no. 7, 3527-3536 - 3527-3536.
  • Khanna,Vikas; Bakshi,Bhavik,R, 2010, "Integrated Multiscale Modeling of Economic-Environmental Systems for Assessing Biocomplexity of Material Use." PROCEEDINGS OF THE 2010 IEEE INTERNATIONAL SYMPOSIUM ON SUSTAINABLE SYSTEMS AND TECHNOLOGY (ISSST)
  • Urban, R. A., A. Baral, G. F. Grubb, B. R. Bakshi, W. J. Mitsch, 2010, "Towards the sustainability of engineered processes: Designing self-reliant networks of technological-ecological systems." Computers and Chemical Engineering 34, no. 9, 1413-1420 - 1413-1420.
  • Choi, J.-K., B. R. Bakshi and T. Haab, 2010, "Analysis of the short term effect of carbon tax through input output analysis." Energy Policy 38, no. 7, 3527-3536 - 3527-3536.

2009

  • Khanna, V., and B. R. Bakshi, 2009, "Carbon Nanober Polymer Composites: Evaluation of Life Cycle Energy Use." Environmental Science and Technology 43, no. 6, 2078-2084 - 2078-2084.
  • Chen, H., B. R., Bakshi and P. K. Goel, 2009, "Estimation of Measurement Error Integrated with Empirical Process Modeling - A Bayesian Approach." AIChE Journal 55, no. 11, 2883-2895 - 2883-2895.

2008

  • Khanna,Vikas; Bakshi,Bhavik,R; Lee,L,James, 2008, "Carbon nanofiber production: Life cycle energy consumption and environmental impact." JOURNAL OF INDUSTRIAL ECOLOGY 12, no. 3, 394-410 - 394-410.
  • Khanna, V., B. R. Bakshi, and L. J. Lee, 2008, "Energy Consumption and Environmental Impact from the Life Cycle of Carbon Nanobers." Journal of Industrial Ecology 12, no. 3, 394-410 - 394-410.
  • Reis,Marco,S; Saraiva,Pedro,M; Bakshi,Bhavik,R, 2008, "Multiscale Statistical Process Control using Wavelet Packets." AIChE Journal 54, no. 9, 2366-2378 - 2366-2378.

2007

  • Ukidwe, N. U., and B. R. Bakshi, 2007, "Exergetic Input-Output Analysis of Industrial and Ecological Systems in the 1997 U.S. Economy." Energy 32, 1560-1592 - 1560-1592.
  • Yi, H.-S., and B. R. Bakshi, 2007, "Multiscale Rectication of Life Cycle Inventory Data." AIChE Journal 53, no. 4, 876-890 - 876-890.

2006

  • Rawlings,James,B; Bakshi,Bhavik,R, 2006, "Particle filtering and moving horizon estimation." COMPUTERS & CHEMICAL ENGINEERING 30, no. 10-12, 1529-1541 - 1529-1541.
  • Zhang,Y,I; Bakshi,Bhavik; Sahle-Demessie,Endalkachew, 2006, "Evaluating the greenness of ionic liquids via life cycle assessment." ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 231,
  • Rawlings, J. B., and B. R. Bakshi, 2006, "Particle Filtering and Moving Horizon Estimation." Computers and Chemical Engineering 30, no. 10-12, 1529-1541 - 1529-1541.

2004

  • Chen, W.-S., B. R. Bakshi, P. K. Goel, and S. Ungarala, 2004, "Bayesian Rectication by Sequential Monte Carlo Sampling - Unconstrained Nonlinear Dynamic Systems." Industrial and Engineering Chemistry Research 43, no. 14, 4012-4025 - 4012-4025.

2003

  • Aradhye,H,B; Bakshi,B,R; Strauss,R,A; Davis,J,F, 2003, "Multiscale Statistical Process Control Using Wavelets - Theoretical Analysis and Properties." AIChE Journal 49, no. 4, 939-958 - 939-958.

2002

  • Kano, M., K. Nagao, S. Hasebe, I. Hashimoto, H. Ohno, R. Strauss, and B. Bakshi, 2002, "Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem." Computers and Chemical Engineering 26, no. 2, Unspecified - Unspecified.
  • Aradhye, H. B., J. F. Davis, B. R. Bakshi, 2002, "ART-2 and Multiscale ART-2 for On-Line Process Fault Detection - Validation via Industrial Case Studies and Monte Carlo Simulation." Annual Reviews in Control 26, no. 1, 113-127 - 113-127.
  • Yang,C,H; Bakshi,B,R; Rathman,J,F; Blower,P,E, 2002, "Multiscale and Bayesian approaches to data analysis in genomics high-throughput screening." CURRENT OPINION IN DRUG DISCOVERY & DEVELOPMENT 5, no. 3, 428-438 - 428-438.

2001

  • Villars, P., K. Brandenburg, M. Berndt, S. LeClair, A. Jackson, Y. H. Pao, B. Igelnik, M. Oxley, B. Bakshi, and P. Chen, 2001, "Binary, Ternary and Quaternary Compound Former/Nonformer Prediction via Mendeleev Number." Journal of Alloys and Compounds 317-318, 26-38 - 26-38.
  • Bakshi, B. R., M. N. Nounou, P. K. Goel, and X. Shen, 2001, "Multiscale Bayesian Data Recti- cation of Linear Steady-State and Dynamic Processes without Accurate Models." Industrial and Engineering Chemistry Research 40, no. 1, 261-274 - 261-274.
  • Norberg-Bohm, V., W. C. Clark, B. Bakshi, A. Berkenkamp, S. A. Bishko, M. D. Koehler, J. A. Marrs, C. P. Nielsen, A. Sagar, 2001, "International comparisons of environmental hazards." Global Environmental Risk Unspecified, 55-147 - 55-147.

2000

  • Bakshi, B. R., 2000, "A Thermodynamic Framework for Ecologically Conscious Process Systems Engineering." Computers and Chemical Engineering, 24, no. 2-7, 1767-1773 - 1767-1773.
  • Kano, M., K. Nagao, S. Hasebe, I. Hashimoto, H. Ohno, R. Strauss, and B. Bakshi, 2000, "Comparison of Statistical Process Monitoring Methods: Application to the Eastman Challenge Problem." Computers and Chemical Engineering 24, no. 2-7, 175-181 - 175-181.

1999

  • Bakshi, B. R., 1999, "Multiscale Analysis and Modeling Using Wavelets." J. Chemometrics 13, no. 3-4, 415-434 - 415-434.
  • Nounou,M,N; Bakshi,B,R, 1999, "On-line multiscale filtering of random and gross errors without process models." AIChE Journal 45, no. 5, 1041-1058 - 1041-1058.

1998

  • Bakshi, B. R., and U. Utojo, 1998, "Unication of Neural and Statistical Modeling Methods that Combine Inputs by Linear Projection." Computers and Chemical Engineering 22, no. 12, 1859-1878 - 1859-1878.
  • Bakshi, B. R. and R. Chatterjee, 1998, "Unication of Neural and Statistical Methods as Applied to Materials Structure-Property Mapping." J. Alloys and Compounds 279, no. 1, 39-46 - 39-46.

1997

  • Bakshi, B. R., P. Bansal, and M. Nounou, 1997, "Multiscale Rectication of Random Errors without Process Models." Comp. Chem. Eng. 21, S1167-S1172 - S1167-S1172.

1996

  • Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos and K. Schugerl, 1996, "A Method for an Automated Rule Extraction From Raw Process Data Part 2: A Case Study." Automatisierungstechnik 44, no. 3, 138-145 - 138-145.
  • Zhong,H; Bakshi,B,R; Jiang,P,J; Fan,L,S, 1996, "Multifractal Characterization of Flow in Circulating Fluidized Beds." The Chemical engineering journal and the biochemical engineer- ing journal 64, no. 1, 107-115 - 107-115.
  • Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos, and K. Schugerl, 1996, "A Method for an Automated Rule Extraction From Raw Process Data Part 1: Process Trends, Wavelet Transformation and Decision Trees." Automatisierungstechnik 44, no. 2, 61-70 - 61-70.

1994

  • Locher, G., B. Bakshi, Geo. Stephanopoulos, Greg. Stephanopoulos, and K. Schugerl, 1994, "Database mining" mit Hilfe von Trends, Wavelettransformation und Klassizierungsbumen." Chemie Ingenieur Technik 66, no. 3, 541 - 541.

1993

  • Bakshi,B,R; Stephanopoulos,G, 1993, "WAVE-NET - A MULTIRESOLUTION, HIERARCHICAL NEURAL NETWORK WITH LOCALIZED LEARNING." AICHE JOURNAL 39, no. 1, 57-81 - 57-81.
  • Bakshi, B. R., and G. Stephanopoulos, 1993, "Wavelet Networks for Localized Learning in a Multi- Resolution Hierarchy." Communication and Cognition-Articial Intelligence 10, no. 1-2, 23-37 - 23-37.

Presentations

  • "Towards Integrated Operation of Chemical Processes." 1994, Presented at Unspecified,
  • "A Unied View of Articial Neural Networks and Multivariate Statistical Methods for Empirical Modeling." 1995, Presented at Statistics Colloquium,
  • "Computer Integrated Manufacturing in the Chemical Process Industries." 1998, Presented at AIChE 1998 Annual Meeting,
  • "Multiscale Statistical Process Monitoring and Diagnosis of Univariate and Multivariate Processes." 1998, Presented at AIChE 1998 Annual Meeting,
  • "Process and Controller Performance Monitoring." 1998, Presented at AIChE 1998 Annual Meeting,
  • "Data Rectication of Nonlinear Dynamic Systems Using Bayesian Inference and Multiresolution Analysis." 2000, Presented at AIChE 2000 Annual Meeting,
  • "Multiscale Analysis and Modeling." 2001, Presented at Unspecified,
  • "Teaching Industrial Ecology to Chemical Engineers." 2002, Presented at AIChE 2002 Annual Meeting,
  • "Hybrid Thermodynamic Life Cycle Assessment of Six Alternatives for Generating Electricity." 2005, Presented at AIChE 2005 Annual Meeting,
  • "Ecologically Based Life Cycle AssessmentEcologically Based Life Cycle Assessment." 2007, Presented at AIChE 2007 Annual Meeting,
  • "Environmentally Conscious Process Design Identifying Tradeoffs between Environmental Protection and Economic Viability at Different Scales." 2009, Presented at AIChE 2009 Annual Meeting,
  • "Sustainability Science and Engineering - Challenges for Chemometrics." 2010, Presented at Chemometrics and Analytical Chemistry conference,
  • "Sustainability Science and Engineering." 2010, Presented at Indo-US 12on Energy and Environmental Security,
  • "Sustainability Science and Engineering." 2010, Presented at Gujarat Chemicals Association, Global Summit,
  • "Sustainability Science and Engineering." 2011, Presented at INSPIRE Leadership Program,
  • "Accounting for Ecosystem Services in Business Decision Making." 2011, Presented at Sustainable Engineering Forum Webinar,
  • "Automated Supervision of Processes." 1995, Presented at AIChE 1995 Spring National Meeting,
  • "Wavelets." 1997, Presented at Gordon Research Conference on Statistics in Chemistry and Chem- ical Engineering,
  • "Process and Controller Performance Monitoring." 2001, Presented at AIChE 2001 Annual Meeting,
  • "Making the Most of Process Information - A Multiscale and Bayesian Approach." 2001, Presented at Unspecified,
  • "Exergy, Emergy and Life Cycle Analysis." 2001, Presented at Inaugural Meeting,
  • "Ecologically-Based Life Cycle Assessment for Environmentally Conscious Decisions." 2007, Presented at Center for Urban and Regional Analysis 2007 Interdisciplinary Roundtable Discussions,
  • "Understanding the Carbon-Nitrogen-Water-Energy Nexus in the US Economy Via Eco-LCA." 2010, Presented at AIChE 2010 Annual Meeting,
  • "Complexity Analysis of Gasoline and Corn-Ethanol Life Cycle Networks." 2010, Presented at AIChE 2010 Annual Meeting,
  • "Multiscale Approaches to Extract Information from High Throughput Screening Genomics Data." 2001, Presented at AIChE 2001 Annual Meeting,
  • "Extending Exergy Analysis of Chemical Systems to Include Ecological Inputs." 2001, Presented at AIChE 2001 Annual Meeting,
  • "Bayesian Estimation of Nonlinear Dynamic Systems - Dealing with Constraints and Non-Gaussian Errors." 2002, Presented at AIChE 2002 Annual Meeting,
  • "Entropy and Materials." 2005, Presented at 2nd International Conference on Green and Sustainable Chemistry and 9th Annual Green Chemistry and Engineering Conference,
  • "Thermodynamic Methods for Sustainable Engineering." 2005, Presented at International Sym- posium on Energy Analysis and Systematic Methods for Sustainable Development,
  • "Evaluating the Greenness of Ionic Liquids via Life Cycle Assessment." 2006, Presented at ACS National Meeting,
  • "Toward Sustainability via Design of Integrated Industrial-Ecological Systems." 2009, Presented at Foundations of Computer Aided Process Design,
  • "Sustainable Energy - Which Way to the Promised Land?." 2011, Presented at Energy Options for India,
  • "Environmentally Conscious Manufacturing - Challenges for Process Control." 1996, Presented at Institute For Operations Research and Management Sciences (INFORMS) Fall 1996 National Meeting,
  • "Bayesian Estimation by Sequential Monte Carlo Sampling: Applications to Large-Scale Nonlinear Dynamic Systems." 2003, Presented at AIChE 2003 Annual Meeting,
  • "Synergy of Technological and Ecological Systems for Self-Reliant Process Design." 2009, Presented at AIChE 2009 Annual Meeting,
  • "Ecologically-Based Life Cycle Assessment and Design." 2009, Presented at U.S. Business Council for Sustainable Development Spring Meeting,
  • "A Multiscale and Multiobjective Optimization Based Approach for Environmentally Conscious Process Design." 2010, Presented at AIChE 2010 Annual Meeting,
  • "WBCSD Ecosystem Valuation Initiative - Analytic Model." 2010, Presented at U.S. Business Council for Sustainable Development Spring Meeting,
  • "Ecosystem Services and Business Decision Making." 2010, Presented at Business Sustainability Roundtable Ecosystem Services Working Group Webinar,
  • "Solar, Nuclear, Nano, Bio, Carbon Trading, or Something Else? Which Way to the Era of Sustainability?." 2010, Presented at UDCT Alumni Association,
  • "Accounting for Ecosystem Services in LCA." 2011, Presented at International Conference on Sustainability Science and Engineering, ICOSSE '11,
  • "Wavelet Applications for Process Operation." 1995, Presented at McMaster Advanced Control Consortium,
  • "New Developments in Principal Component Analysis." 1995, Presented at Gordon Conference on Statistics in Chemistry and Chemical Engineering,
  • "Monitoring, Diagnosis and Control, Intelligent Systems in Process Engineering." 1995, Presented at ISPE '95,
  • "Noise Characterization and On-line Rectication of Chemical Process Data Using a Time-Frequency Representation." 1996, Presented at AIChE 1996 Annual Meeting,
  • "Unication of OLS, PCR, PLS, NLPCR, NLPLS, BPN, and PPR, with Application to Process Performance Monitoring." 1996, Presented at AIChE 1996 Annual Meeting,
  • "Optimization II - Computer Integrated Manufacturing in the Chemical Process Industries." 1996, Presented at AIChE 1996 Annual Meeting,
  • "Adaptive Distributed Parallel Computing Symposium." 1996, Presented at Unspecified,
  • "Empirical Modeling by the Unication of Neural, Statistical, and Chemometric Methods." 1996, Presented at Wright-Patterson Airforce Base, Materials Directorate,
  • "Multiscale Empirical Modeling Methods for Process Monitoring." 1997, Presented at AIChE 1997 Annual Meeting,
  • "A Systems Ecology Framework for Including the Contribution of Ecological Products and Services in Process Design." 2000, Presented at AIChE 2000 Annual Meeting,
  • "Data Interpretation using Single and Multi Scale Clustering of Nonlinear and Noisy Data." 2000, Presented at AIChE 2000 Annual Meeting,
  • "Multiscale Statistical Process Control and Fault Diagnosis - Theoretical Analysis and Extensions." 2000, Presented at AIChE 2000 Annual Meeting,
  • "A Thermodynamic Framework for Environmental Life Cycle Management." 2000, Presented at Unspecified,
  • "Multiscale and Bayesian Methods for Ecient Process Operation." 2000, Presented at PSE Asia 2000,
  • "Thermodynamic Methods for Measuring Environmental Sustainability of Industrial Sectors." 2003, Presented at Second Conference of International Society for Industrial Ecology,
  • "Thermodynamic Input-Output LCA of the 1997 U.S. Economy with Application to Electricity Generation." 2003, Presented at AIChE 2003 Annual Meeting,
  • "Multiscale Statistical Process Control Using Libraries of Basis Functions." 2003, Presented at American Statistical Association Quality & Productivity Research Conference,
  • "Towards a Systems View in Nanotechnology- Life Cycle Assessment of Nanoparticles Synthesis." 2006, Presented at AIChE 2006 Annual Meeting,
  • "Thermodynamics and Industrial Ecology." 2006, Presented at Gordon Research Conference on Industrial Ecology,
  • "Multiscale Statistical Process Control of Continuous ProcessesMultiscale Statistical Process Control of Continuous Processes." 2006, Presented at Sixth Annual ENBIS Conference,
  • "Accounting for the Role of Ecosystem Services in Life Cycle Assessment and Design." 2009, Presented at World Resources Institute Business and Ecosystem Services Group,
  • "Eco-LCA: A Framework and Software to Account for Ecosystem Services in Sustainability Assessments." 2009, Presented at Society of Environmental Toxicology and Chemistry annual meeting,
  • "Ecosystem Services and Sustainable Engineering." 2009, Presented at Ecosystem Services Seminar Series,
  • "Accounting for Ecosystem Services in LCA." 2009, Presented at Life Cycle Aspects of Nanoproducts, Nanostructured Materials, and Nanomanufacturing: Problem Definitions, Data Gaps, and Research Needs,
  • "Generation/Validation of Models for the Design of Process Controllers." 1991, Presented at AIChE 1991 Annual Meeting,
  • "The Integration of Computer Science Techniques for Solving Process Engineering Problems." 1993, Presented at Departmental seminar,
  • "The Impact of Computer Science Techniques on Process Systems Engineering." 1993, Presented at Departmental seminar,
  • "Analysis of Circulating Fluidized Beds Using Multi- Resolution Methods." 1994, Presented at AIChE 1994 Annual Meeting,
  • "Ecient Storage and Retrieval of Measured Data for Improved Process Operation and Control." 1994, Presented at AIChE 1994 Annual Meeting,
  • "Empirical Modeling by the Unication of Neural and Statistical Projection-Based Methods." 1995, Presented at AIChE 1995 Annual Meeting,
  • "Process Monitoring by PCA, Dynamic PCA and Multiscale PCA - Theoretical Analysis and Disturbance Detection in Tennessee Eastman Process." 1999, Presented at AIChE 1999 Annual Meeting,
  • "Process and Controller Performance Monitoring." 1999, Presented at AIChE 1999 Annual Meeting,
  • "MSART: An On-Line Multi-Scale Hierarchy of ART-2 State Estimators." 1999, Presented at AIChE 1999 Annual Meeting,
  • "Wavelets and Multivariate Analysis." 1999, Presented at Gordon Research Conference on Statis- tics in Chemistry and Chemical Engineering,
  • "Making the Most of Process Information - A Multiscale and Bayesian Approach." 2002, Presented at Center for Process Analytics and Control Technology (CPACT) conference,
  • "Engineering Chemical Processes for Sustainability - A Thermodynamic Approach." 2002, Presented at Unspecified,
  • "Thermodynamic Metrics for Sustainability." 2003, Presented at AIChE 2003 Annual Meeting,
  • "Technology and Sustainable Development - Implications for Developing Countries." 2005, Presented at International Symposium on Energy Analysis and Systematic Methods for Sustainable Development,
  • "Thermodynamic Life Cycle Assessment of Emerging Technologies." 2006, Presented at AIChE 2006 Annual Meeting,
  • "Ecologically Based Life Cycle Assessment." 2007, Presented at International Life Cycle Assessment and Management,
  • "The Role of Natural Capital in Sustaining a Biofuels Infrastructure." 2007, Presented at Symposium on Energy Systems Modeling,
  • "Assessing the Greenness of Green Chemistry." 2009, Presented at Symposium on Sustainable Chemistry for Societal Benefit,
  • "Greening the Integrated Decision-Making Hierarchy - Challenges Opportunities." 2010, Presented at McMaster Advanced Control Consortium (MACC) Meeting & Workshop,
  • "Ecosystem Services and the Sustainability of the Chemical Industry." 2010, Presented at Second International Symposium on Sustainable Chemical Product and Process 05,
  • "Systems Analysis and Modeling for Cleaner Technologies." 2011, Presented at Training Program on Cleaner Technologies,
  • "Multiscale Analysis and Modeling of Process Operations." 1998, Presented at Unspecified,
  • "Multiscale Analysis and Modeling Using Wavelets." 1998, Presented at International Chemomet- rics Research Meeting,
  • "Multiscale Analysis and Modeling for Ecient Process Operation." 1998, Presented at Unspecified,
  • "Advanced Techniques for Data Analysis and Empirical Modeling." 1998, Presented at Unspecified,
  • "Thermodynamics and Industrial Ecology." 2001, Presented at Inaugural meeting of the International Society for Industrial Ecology,
  • "A Thermodynamic Input-Output Approach for Analysis of Economic and Ecological Systems." 2002, Presented at AIChE 2002 Annual Meeting,
  • "Economic and Thermodynamics-Based Environmental Evaluation of Ammonia Manufacture." 2002, Presented at AIChE 2002 Annual Meeting,
  • "Multiscale Hierarchical Classications of Genes from Microarray HTS Genomics Data." 2002, Presented at AIChE 2002 Annual Meeting,
  • "Thermodynamic Methods for Sustainability." 2004, Presented at NSF/EPA grantees meeting,
  • "Enhancing Life Cycle Inventories Via Reconciliation across Multiple Scales." 2005, Presented at AIChE 2005 Annual Meeting,
  • "Sampling-Based Bayesian Modeling with Proper Likelihood and Prior Information." 2007, Presented at AIChE 2007 Annual Meeting,
  • "Accounting for Ecosystem Services in Ecologically Based Life Cycle Assessment (Eco-LCA) by Combining Qualitative and Quantitative Information." 2009, Presented at AIChE 2009 Annual Meeting,
  • "Life Cycle Assessment of Multi-Megawatt Wind Turbines with Carbon Nanober-Modied Rotors." 2009, Presented at AIChE 2009 Annual Meeting,
  • "Including Ecosystem Goods and Services in Engineering Process Design." 2010, Presented at AIChE 2010 Annual Meeting,
  • "Multiscale Linear Modeling with Application to Inferential Modeling and System Identication." 1998, Presented at AIChE 1998 Annual Meeting,
  • "Maximum Likelihood PCA." 2003, Presented at Gordon Conference on Statistics in Chemistry and Chemical Engineering,,
  • "Particle Filtering with Smoothing for Poor Initial Guess." 2007, Presented at AIChE 2007 Annual Meeting,
  • "Parameter Estimation with a Moving Window Particle Filtering for Nonlinear Dynamic Models." 2007, Presented at AIChE 2007 Annual Meeting,
  • "Enhancing Life Cycle Inventories Via Data Rectication and Reliability Estimation." 2007, Presented at AIChE 2007 Annual Meeting,
  • "A Comparative Environmental Life Cycle Study Of Polymer Nanocomposites And Conventional Alternatives." 2007, Presented at AIChE 2007 Annual Meeting,
  • "Principles of Sustainable Engineering Course at Ohio State University." 2008, Presented at AIChE 2008 Annual Meeting,
  • "Introduction to Emergy and System Models." 2008, Presented at Symposium on Sustaining the Flow of Wealth in Northeast Minnesota,
  • "Design of a Residential System Via Multi-Objective Optimization of a Techno-Ecological Network." 2010, Presented at AIChE 2010 Annual Meeting,
  • "Knowledge Institutions: Bringing about a Paradigm Shift." 2011, Presented at Delhi Sustainable Development Summit,
  • "Analysis of Operating Trends and Its Impact on the Design of Neural Network." 1990, Presented at AIChE 1990 Annual Meeting,
  • "Integration of Data Rectication, Compression and Empirical Modeling Methods Using a Time-Frequency Representation." 1995, Presented at AIChE 1995 Annual Meeting,
  • "Computer Integrated Manufacturing in the Chemical Process Industries." 1997, Presented at AIChE 1997 Annual Meeting,
  • "Unication of Neural and Statistical Modeling Methods by Nonlinear Continuum Regression with Application to Materials Processing." 1997, Presented at Australasia-Pacic Forum on Intelligent Processes for Manufacturing of Materials, IPMM'97,
  • "Process Monitoring, Data Analysis and Data Interpretation." 1996, Presented at International Conference on Intelligent Systems in Process Engineering,,
  • "Multiscale Data Reconciliation with Steady State Process Models." 1998, Presented at AIChE 1998 Annual Meeting,
  • "Life Cycle Assessment and Sustainable Design." 2005, Presented at 2nd International Conference on Green and Sustainable Chemistry and 9th Annual Green Chemistry and Engineering Conference,
  • "Systems Thinking for Sustainability." 2011, Presented at YUVA meet,
  • "Multi-Resolution Representation and Trend Analysis." 1993, Presented at Workshop on Wavelets in Chemical Engineering,
  • "Multiscale Bayesian Data Rectication of Linear and Nonlinear Dynamic Systems." 1999, Presented at AIChE 1999 Annual Meeting,
  • "On-Line Fault Detection & Supervision In The Chemical Process Industries." 2001, Presented at 4th IFAC Workshop,
  • "Application of Statistics to Multiscale Systems." 2005, Presented at Gordon Research Conference on Statistics in Chemistry and Chemical Engineering,
  • "Multi-Scale Analysis of Process Trends." 1991, Presented at Instrument Society of America Annual Conference,
  • "Wave-Nets: A Novel Method for Hierarchical, Multiresolution, Localized Learning in Neural Networks." 1991, Presented at AIChE 1991 Annual Meeting,
  • "Pattern-Induced Control." 1991, Presented at Fifth Annual Symposium, LISPE-Industry Con- sortium,
  • "Modeling and Characterization of Nonlinear Systems Using Wave-Nets." 1992, Presented at AIChE 1992 Annual Meeting,
  • "Wave-Net: A Wavelet-Based Connectionist Network for Process Monitoring and Control." 1992, Presented at AIChE 1992 Annual Meeting,
  • "Wave-Net: A Multi-Resolution, Hierarchical Neural Network with Localized Learning." 1992, Presented at International Symposium on New Trends in Neural Networks,
  • "Multivariate Statistical Process Monitoring and Denoising by Multiscale Principal Component Analysis." 1997, Presented at International Symposium on Wavelets and Statistics,,
  • "Incorporating Ecological Considerations in Process Systems Engineering." 1999, Presented at NSF Workshop on Hybrid Technologies for Waste Minimization,
  • "Improving Principal Component Analysis by Bayesian and Multiscale Estimation." 2000, Presented at AIChE 2000 Annual Meeting,
  • "A Bayesian Framework for Linear Process Modeling and Identication." 2000, Presented at AIChE 2000 Annual Meeting,
  • "Contribution Plots for Fault Identication Based on the Dissimilarity of Process Data." 2000, Presented at AIChE 2000 Annual Meeting,
  • "Bayesian Rectication of Nonlinear Dynamic Processes by the Weighted Bootstrap." 2001, Presented at AIChE 2001 Annual Meeting,
  • "Measurement Validation and Fault Detection." 2002, Presented at AIChE 2002 Annual Meeting,
  • "Improving Multiscale Statistical Process Control Using Libraries of Basis Functions." 2002, Presented at AIChE 2002 Annual Meeting,
  • "Global Climate Change and the Chemical Industry." 2002, Presented at AIChE 2002 Spring Meeting,
  • "Unique multiscale hierarchical classications of genes from microarray HTS genomics data." 2002, Presented at ACS Meeting,
  • "Exergy Analysis of Process Sub-Modules for Sustainable Design of Polymer Composite Manufacturing Processes." 2003, Presented at AIChE 2003 Annual Meeting,
  • "Ecological Cumulative Exergy Consumption Analysis: An Approach for Including Ecological Products and Services." 2003, Presented at Second Conference of International Society for Industrial Ecology,
  • "Environmental Performance Monitoring and Metrics." 2003, Presented at AIChE 2003 Annual Meeting,
  • "Economic Aspects of Achieving Sustainability." 2003, Presented at AIChE 2003 Annual Meeting,
  • "Process Integration and Sustainability: Is One from Mars and the other from Venus?." 2004, Presented at AIChE 2004 Annual Meeting,
  • "Optimal Sustainable Allocation of Water and Energy Flows in an Operational Polymer Process." 2004, Presented at AIChE 2004 Spring Meeting,
  • "Bayesian Chemometrics - Promises and Challenges." 2004, Presented at Conference on Chemo- metrics and Analytical Chemistry,
  • "Eco-LCA Accounting for the Role of Ecosystem Services in Life Cycle Assessment." 2010, Presented at Unspecified,
  • "Boom or Bust - Will Nanotechnology Live Up to Its Hype?." 2010, Presented at Sci-Tech Seminars,

Papers in Proceedings

2011

  • Urban,Robert,A; Bakshi,Bhavik,R "Emergy analysis of ethanol production from low-input, high-diversity (LIHD) grasslands on degraded farmland." in IEEE International Symposium on Sustainable Systems and Technology (ISSST). (1 2011).

2010

  • Khanna,Vikas; Bakshi,Bhavik,R "Integrated Multiscale Modeling of Economic-Environmental Systems for Assessing Biocomplexity of Material Use." in 2010 IEEE International Symposium on Sustainable Systems and Technology. (1 2010).
  • Merugula, L. A., V. Khanna, and B. R. Bakshi "Comparative Life Cycle Assessment: Reinforcing Wind Turbine Blades with Carbon Nanobers." (5 2010).
  • Singh,Shweta; Bakshi,Bhavik,R "Enhancing the reliability of C and N accounting in economic activities: Integration of bio-geochemical cycle with Eco-LCA." in 2010 IEEE International Symposium on Sustainable Systems and Technology. (1 2010).

2009

  • Urban,Robert,A; Bakshi,Bhavik,R "Technological-ecological networks for sustainable process design." in IEEE International Symposium on Sustainable Systems and Technology. (1 2009).
  • Khanna,Vikas; Bakshi,Bhavik,R "Modeling the Risks to Complex Industrial Networks Due to Loss of Natural Capital." in IEEE International Symposium on Sustainable Systems and Technology. (1 2009).
  • Singh,Shweta; Bakshi,Bhavik,R "Eco-LCA : A tool for quantifying the role of ecological resources in LCA." in IEEE International Symposium on Sustainable Systems and Technology. (1 2009).
  • Gutowski,Timothy,G; Sekulic,Dusan,P; Bakshi,Bhavik,R "Preliminary Thoughts on the Application of Thermodynamics to the Development of Sustainability Criteria." in IEEE International Symposium on Sustainable Systems and Technology. (1 2009).

2008

  • Baral, A., and B. R. Bakshi "A Comprehensive Life Cycle Energy, Exergy and Emergy Analysis of Transportation Fuels from Biomass." (2 2008).
  • Zhang, Y., A. Baral, and B. R. Bakshi "Eco-LCA: An Emergy Inspired Approach and Software to Account for the Contribution of Natural Capital to Economic Activity." (2 2008).
  • Grubb,Geoffrey,F; Bakshi,Bhavik,R "Energetic and Environmental Evaluation of Titanium Dioxide Nanoparticles." in 16th IEEE International Symposium on Electronics and the Environment. (1 2008).
  • Khanna,Vikas; Bakshi,Bhavik,R; Lee,L,James "Assessing life cycle environmental implications of polymer nanocomposites." in 16th IEEE International Symposium on Electronics and the Environment. (1 2008).

2007

  • Zhang, Y. and B. R. Bakshi "Statistical Evaluation of Input-Side Metricsfor Life Cycle Impact Assessment of Emerging Technologies." (5 2007).
  • Khanna, V., B. R. Bakshi and L. J. Lee "Life Cycle Energy Analysis and Environmental Life Cycle Assessment of Carbon Nanobers Production." (5 2007).

2006

  • Yi, H.-S. and B. R. Bakshi "Toward Integrated Assessment of Technology and Policy Alternatives for Materials Use." (9 2006).
  • Chen, H., B. R. Bakshi, P. K. Goel "Sampling-based Bayesian Latent Variable Regression." (1 2006).
  • Lang. L., B. R. Bakshi, P. K. Goel "A Smoothing Based Method to Improve Performance of Particle Filtering." (1 2006).
  • Bakshi,Bhavik,R; Ukidwe,Nandan,U "The role of thermodynamics in Life Cycle Assessment of existing and emerging technologies." in 14th IEEE International Symposium on Electronics and the Environment (ISEE)/7th Electronics Recycling Summit. (1 2006).
  • Ukidwe, N. U., and B. R. Bakshi "Emergy to Money Ratios for 488 Sectors of the U.S. Economy and their Use for Life Cycle Assessment." (1 2006).
  • Rawlings,James,B; Bakshi,Bhavik,R "Particle Filtering and Moving Horizon Estimation." (9 2006).
  • Bakshi, B. R., V. Khanna, and Y. Zhang "Evaluating the Life Cycle Aspects of Emerging Technologies - How Can Emergy Analysis Help?." (1 2006).

2005

  • Goel, P. K., L. Lang, B. R. Bakshi "Sequential Monte Carlo in Bayesian Inference for Dynamic Models: An Overview." (1 2005).

2004

  • N. U. Ukidwe, B. R. Bakshi "A Multiscale Bayesian Framework for Environmentally Conscious Process Design." (7 2004).
  • Hau, J. L., B. R. Bakshi "Making Emergy Analysis More Popular for Environmentally Conscious Design and Manufacturing - Challenges and Opportunities." (1 2004).
  • W. -S. Chen, B. R. Bakshi, P. K. Goel, S. Ungarala "Bayesian Estimation of High Dimensional Nonlinear Dynamic Systems." (7 2004).
  • N. U. Ukidwe, B. R. Bakshi "Thermodynamic Input-Output Analysis of Economic and Ecological Systems with Application to the U.S. Economy." (1 2004).
  • W. -S. Chen, B. R. Bakshi, P. K. Goel, S. Ungarala "Bayesian Estimation of Unconstrained Nonlinear Dynamic Systems." (1 2004).

2002

  • Bakshi,B,R "A thermodynamic framework for ecologically conscious process systems engineering." in 7th International Symposium on Process Systems Engineering. (2 2002).

2001

  • Aradhye, H. B., Davis, J. F., Bakshi, B. R., Ahalt, S. C. "ART-2 and Multiscale ART-2 for On-Line Process Fault Diagnosis - Validation via Industrial Case Studies and Monte Carlo Simulation." (6 2001).
  • Nounou, M. N., B. R. Bakshi, X. Shen, P. K. Goel "Bayesian Linear Regression." (1 2001).
  • Ungarala, S., B. R. Bakshi "Bayesian Inference with Constraints - A Unied Approach for Data Rectication of Linear Dynamic Systems." (6 2001).

2000

  • Bakshi, B. R. "Multiscale and Bayesian Methods for Ecient Process Operation." (12 2000).
  • Bakshi,B,R "A thermodynamic framework for ecologically conscious process systems engineering." in 7th International Symposium on Process Systems Engineering. (7 2000).
  • Ungarala, S., B. R. Bakshi "A Multiscale, Bayesian and Error-in-Variables Approach for Linear Dynamic Data Rectication." (7 2000).

1997

  • Bakshi, B. R. "Improved Empirical Modeling by Nonlinear Continuum Regression, and its Application to Materials Processing Problems." (7 1997).

1996

  • Davis, J. F., B. R. Bakshi, K. A. Kosanovich, and M. J. Piovoso "Process Monitoring, Data Analysis and Data Interpretation." in International Conference on Intelligent Systems in Process Engineering,. (1 1996).
  • Utojo, U., and B. R. Bakshi "Unication of Neural and Statistical Methods for Empirical Modeling." (8 1996).
  • Utojo, U., and B. R. Bakshi "A Unied View of Articial Neural Networks and Multivariate Statistical Methods." in International Conference on Intelligent Systems in Process Engineering. (1 1996).

1995

  • Bakshi, B. R. "Towards Integration of Measured Data-Dependent Process Operation Tasks Using a Time-Frequency Framework." (6 1995).
  • Bakshi,B,R; Zhong,H; Jiang,P; Fan,L,S "ANALYSIS OF FLOW IN GAS-LIQUID BUBBLE-COLUMNS USING MULTIRESOLUTION METHODS." in 2nd International Conference on Gas-Liquid-Solid Reactor Engineering. (8 1995).

1994

  • Bakshi, B. R., A. Koulouris, and G. Stephanopoulos "Wave-Nets: Induction of Physically Interpretable Models and Some Novel Learning Techniques." (1 1994).

1993

  • Bakshi,B,R; Stephanopoulos,G "Temporal Representation of Process Trends for Diagnosis and Control." in SYMP ON ON-LINE FAULT DETECTION AND SUPERVISION IN THE CHEMICAL PROCESS INDUSTRIES. (1 1993).

1992

  • Bakshi, B. R., and G. Stephanopoulos "Wavelets as Basis Functions for Localized Learning in a Multi-Resolution Hierarchy." (1 1992).