Journal Articles

1. 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

2. 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

3. 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

4. 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

5. 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

6. T. Ghosh, B. R. Bakshi, Designing Biofuel Supply Chains while Mitigating Harmful Algal Blooms with Treatment Wetlands, Comp. Chem. Eng., 126, 113-127, 2019

7. 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

8. 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

9. B. R. Bakshi. Toward Sustainable Chemical Engineering: The Role of Process Systems Engineering, Annual Reviews of Chemical and Biomolecular Engineering, 10, 1-26, 2019

10. 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

11. Bakshi, B., Book Review of Energy, Complexity and Wealth Maximization by Robert Ayres, Journal of Industrial Ecology, 23, 2, 510-511, 2019

12. 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

13. 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

14. 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

15. 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

16. 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

17. B. R. Bakshi, T. G. Gutowski, D. P. Sekulic, Claiming Sustainability: Requirements and Challenges, ACS Sustainable Chemistry and Engineering, 6, 3, 3632–3639, 2018

18. 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

19. 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

20. 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

21. 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

22. 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

23. 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

24. 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

25. 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

26. 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

27. 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

28. 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

29. 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).

30. 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

31. 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

32. 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

33. Hanes, R. J., B. R. Bakshi, Process to Planet: A Multiscale Modeling Framework Toward Sustainable Engineering, AIChE Journal, accepted, 2015

34. Hanes, R. J., B. R. Bakshi, Sustainable Process Design Using the Process to Planet Framework, AIChE Journal, accepted, 2015

35. 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

36. 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

37. 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

38. Singh, S., B. R. Bakshi, Footprints of Carbon and Nitrogen: Revisiting the Paradigm and Exploring their Nexus for Decision Making, Ecological Indicators, accepted, 2015

39. Winden, M., N. Cruze, T. Haab, B. Bakshi, Monetized value of the environmental, health and resource externalities of soy biodiesel, Energy Economics, 2014, accepted

40. Bakshi, B. R., Methods and Tools for Sustainable Process Design, Current Opinion in Chemical Engineering, 6, 69-74, 2014

41. 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

42. 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

43. Winden, M., N. Cruze, T. Haab, B. Bakshi, Integrating Life Cycle Assessment and Choice Analysis for Alternative Fuel Valuation, Ecological Economics, accepted

44. 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

45. 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

46. 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

47. 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

48. 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

49. Zhuang, K., B. R. Bakshi, M. J. Herrgard, Multi-scale modeling for sustainable chemical production, Biotechnology Journal, 8, 9, 973–984, 2013

50. 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

51. 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

52. Reinforced Wind Turbine Blades - An Environmental Life Cycle Evaluation
    Merugula, L., V. Khanna, B. R. Bakshi, Env. Sc. Technol., 46, 17, 9785–9792, 2012

53. 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

54. Incorporating Ecosystem Services into Life Cycle Assessment
    Bakshi, B. R., M. J. Small, J. Industrial Ecology, 15, 4, 477-478, 2011

55. 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

56. 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

57. 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

58. 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

59. 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

60. 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

61. 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

62. 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

63. 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

64. 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

65. 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

66. 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

67. 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

68. Carbon Nanofiber Polymer Composites: Evaluation of Life Cycle Energy Use,
    Khanna, V., Bakshi, B. R., Environmental Science and Technology, 43, 6, 2078-2084, 2009

69. 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

70. Multiscale Statistical Process Control Using Wavelet Packets
    Reis, M. S., Bakshi, B. R., Saraiva, P. M., AIChE Journal, 54, 9, 2366-2378, 2008

71. 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

72. 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

73. 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

74. 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

75. 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

76. 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

77. 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

78. Rectification of Multiscale Data with Application to Life Cycle Inventories
    Yi, H.-S., and Bakshi, B. R., AIChE Journal, 53, 4, 876-890, 2007

79. 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

80. Particle Filtering and Moving Horizon Estimation
    Rawlings, J. B., and B R. Bakshi, Computers and Chemical Engineering, 30, 10-12, 1529-1541, 2006

81. 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

82. 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

83. 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

84. 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

85. 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

86. 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

87. 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

88. 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

89. 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

90. 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

91. 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

92. 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

93. 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

94. 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

95. 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

96. 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

97. 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

98. 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

99. 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

100. 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

101. 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

102. Multiscale Analysis and Modeling Using Wavelets
     Bakshi, B. R., Journal of Chemometrics, 13, 3-4, 415-434, 1999
     Abstract , Paper

103. 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

104. 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

105. 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

106. 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

107. Multiscale PCA with Application to Multivariate Statistical Process Monitoring
     Bakshi, B. R., AIChE Journal , 44, 7, 1596-1610, 1998
     Abstract , Text , Figures

108. 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

109. 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

110. Compression of Chemical Process Data Through Functional Approximation and Feature Extraction
     Bakshi, B. R., Stephanopoulos, G., AIChE Journal, 42, 2, 477-492, 1996
     Abstract

111. 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

112. 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

113. 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

114. 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

115. 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

116. 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

117. "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

118. 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

119. Wave-Net: A Multi-Resolution, Hierarchical Neural Network with Localized Learning
     Bakshi, B. R., Stephanopoulos, G., AIChE Journal, 39, 1, 57-81, 1993
     Abstract

Back to top of page

Technical Reports
 

1. 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

2. 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

3. Multiscale and Bayesian Methods for Efficient Process Operation
   Bakshi, B. R., keynote lecture at PSE Asia, Kyoto, Japan, December 2000

4. Bayesian Error-in-Variables Rectification of Data from Linear Dynamic Systems
   Ungarala, S., and B. R. Bakshi