ITAC Center of the Year: 2022
The University of Missouri-Columbia Industrial Assessment Center (MZ-ITAC) provides free energy, productivity, and waste assessments to small and medium-sized industrial facilities through funding provided by the US Department of Energy.
| 381 | Assessments |
| 2,549 | Recommendations |
| 4.98 | Tbtu Energy Saving* |
| $51.73 | million Cost Savings* |
| 246 | Students Trained |
*Recommended Savings
University of Missouri-Columbia also coordinates activities with:
Wichita State University
Energy Engineering related programs, degrees, etc:
Related Papers & Publications
Saad Alsamraee and Sanjeev Khanna, A hybrid transformer–TCN–GRU based model for thermal load forecasting of a large university campus, Energy, Vol 334, February 2026 | doi:https://doi.org/10.1016/j.energy.2026.140114, 2026
Layla Muhsan Hasan and Sanjeev Khanna, Development and Evaluation of an Integrated Phase Change Material Oriented Strand Board for Thermal Energy Storage in Building Walls, Energies: Special Issue Advanced Technologies for Energy-Efficient Buildings, V19, Issue 3 | doi:https://doi.org/10.3390/en19030773, 2026
Saad A Alsamraee, Sanjeev Khanna, Long-Term Electricity Demand Forecasting of a University Campus Based on Advanced Deep Learning Artificial Neural Network Algorithms, Results in Engineering, 08/08/2025 | doi:https://doi.org/10.1016/j.rineng.2025.106683, 2025
Noteworthy Feedback
"Thank you for your time and help. This will be very beneficial for our plant to transform our energy usage and management."
- Source: Kevin Beutelmann, Manufacturing Engineering Manager, 03/25/2026
"Thank you for the visit. I think this was very productive. I think we will have some good projects based on this assessment. I thank you for your team’s... more"
- Source: Ted Watters, Engineering Manager, 11/07/2025
"On behalf of the Richmond MO team, I wanted to extend my sincere thanks for you and your team coming out to conduct the energy assessment. Your team... more"
- Source: Yasmin Michalowicz, Project Manager, Henkel Corp., 09/02/2025
Papers & Publications
2026
2 Papers / Publications
Layla Muhsan Hasan and Sanjeev Khanna, Development and Evaluation of an Integrated Phase Change Material Oriented Strand Board for Thermal Energy Storage in Building Walls, Energies: Special Issue Advanced Technologies for Energy-Efficient Buildings, V19, Issue 3 | doi:https://doi.org/10.3390/en19030773 | University of Missouri-Columbia ITAC
Saad Alsamraee and Sanjeev Khanna, A hybrid transformer–TCN–GRU based model for thermal load forecasting of a large university campus, Energy, Vol 334, February 2026 | doi:https://doi.org/10.1016/j.energy.2026.140114 | University of Missouri-Columbia ITAC
2025
4 Papers / Publications
Saad A. Alsamraee, Sanjeev Khanna, High-resolution energy consumption forecasting of a university campus power plant based on advanced machine learning techniques, Energy Strategy Reviews, Volume 60, July 2025, | doi:https://doi.org/10.1016/j.esr.2025.101769 | University of Missouri-Columbia ITAC
Meftah Uddin and Sanjeev K. Khanna, Sensitivity analysis for identifying key parameters affecting energy consumption in early-stage building design, Energy and Buildings, Volume 342, September 2025 | doi:https://doi.org/10.1016/j.enbuild.2025.115848 | University of Missouri-Columbia ITAC
Saad Alsamraee, Meftah Uddin, Rupesh Devapati, and Sanjeev Khanna, Evaluating the Long-Term Impact of Industrial Training and Assessment Centers On Industrial Energy Efficiency In the United States, International J. of Energy Management (IJEM), Vol. 7, Issue 4., August 2025 | University of Missouri-Columbia ITAC
Saad A Alsamraee, Sanjeev Khanna, Long-Term Electricity Demand Forecasting of a University Campus Based on Advanced Deep Learning Artificial Neural Network Algorithms, Results in Engineering, 08/08/2025 | doi:https://doi.org/10.1016/j.rineng.2025.106683 | University of Missouri-Columbia ITAC
2013
6 Papers / Publications
Bin Wu, Sandina Ponte, and Chatchai Pinthuprapa, Institutionalization of Industrial Best Practice of Energy Efficiency: The Case of a Global Manufacturing Organization, Periodical of Applied Mechanics and Materials Vols. 316-317 (2013) pp 91-94, Trans Tech Publications, Switzerland | University of Missouri-Columbia ITAC
Wu, B., Education the next generation of energy-savvy workforce, American Journal of Engineering Education, Vol. 4, pp85-91 | University of Missouri-Columbia ITAC
Wu, B., The Complete Cycle to Achieve Industrial Energy Efficiency – Concept, Resources, And Application, Journal of International Energy Policy – Spring 2013 Volume 2, Number 1, pp 23-30 | University of Missouri-Columbia ITAC
Bin Wu, Sandina Ponte and Chatchai Pinthuprapa, Institutionalization of Industrial Best Practice of Energy Efficiency: The Case of a Global Manufacturing Organization, Proceedings of International Conference of Energy and Environmental Engineering (ICEEEE 2013), E253 | University of Missouri-Columbia ITAC
Wu, B., Sandina Ponte and A. Khoshkhoo, Computer-Aided Adaptation of Superior Energy Performance and ISO50001, 2013 International Academic Conference, Paris | University of Missouri-Columbia ITAC
Wu, B. and J. Abad, Model of Collaboration to Promote Energy Efficiency, 2013 Int. Academic Conf., Paris, Paris | University of Missouri-Columbia ITAC
2012
5 Papers / Publications
Wu, B., Sandina Ponte, Institutionalizing Energy Efficiency within the Manufacturing Industry: a Computer-Aided Framework for ISO50001, Proceedings of 2nd International Conference on Environment and Industrial Innovation (ICEII2012), Hong Kong | University of Missouri-Columbia ITAC
Wu, B., The Complete Cycle to Achieve Industrial Energy Efficiency – Concept, Resources, and Application, Proceedings of International Academic Conference, Maui | University of Missouri-Columbia ITAC
Wu, B., Educating the Next Generation of Energy-Savvy Workforce, Proceeding of International Academic Conference, RHI13-348, Maui | University of Missouri-Columbia ITAC
Wu, B., J. Wibbenmeyer, A. Khoshkhoo, Setting Achievable Goals for Industrial Energy Efficiency – a Structured Approach, Proceedings of International Academic Conference, Maui | University of Missouri-Columbia ITAC
C. Pinthuprapa, B. Wu, A Study of the Effectiveness of Energy Services in Public Schools, Proceedings of International Academic Conference, Maui | University of Missouri-Columbia ITAC
2011
1 Papers / Publications
Wu, B, The Complete Cycle to Institutionalize Energy Efficiency – Conceptual Framework, Tools, and Industrial Cases, Proceeding of Annual Conference of ACEEE, June, Niagara Falls | University of Missouri-Columbia ITAC
2009
3 Papers / Publications
Wu, B, A State-Wide Effort to Promote Best Practices in Industrial Energy Efficiency in Missouri, Proceedings of 2009 Energy Summit, pp243-251, ACEEE, White Water, NY | University of Missouri-Columbia ITAC
Wu, B, et al, Manual Process Productivity Measurement — A Case Study in Pre-registration Department, SHS Annual Conference, Chicago | University of Missouri-Columbia ITAC
Wu, B, How to improve energy efficiency in the manufacturing sector, Annual MUPA conference | University of Missouri-Columbia ITAC
2008
3 Papers / Publications
Khanna S., Wu, B., A Multi-Pronged Approach to Achieving Energy Efficiency, Annual Conference of American Society of Mechanical Engineers (ASME), Washington | University of Missouri-Columbia ITAC
Wu, B., Story, J., Tara O'Hare, Win, Win, Win: Integrating Lean, Clean and Energy Assessments, MEP National Conference, Orlando | University of Missouri-Columbia ITAC
Wu, B, Identification of opportunities for improvement of industrial energy efficiency, Midwest Energy Summit, Columbia, USA | University of Missouri-Columbia ITAC
2007
3 Papers / Publications
Wu, B., A Systematic Effort to Promote Best Practices in Industrial Energy Efficiency, Annual Conference of ACEEE, Washington DC | University of Missouri-Columbia ITAC
Wu, B., Conceptual Framework of Healthcare Systems Engineering and Pilot Curriculum Development, Annual Conf of American Society for Engineering Education, Hawaii | University of Missouri-Columbia ITAC
Wu, B., Promoting Awareness of Industrial Energy Efficiency and Waste Reduction in the University Students Population, Annual Conf of American Society for Engineering Education, Hawaii | University of Missouri-Columbia ITAC
Noteworthy Feedback
"Sanjeev, We here at SAI would like to say “Thank You” to you and your students for the outstanding job they did evaluating our facility. They came in and... more"
- Source: Mark Kuhaneck, Maintenance Manager, Swisher Acquisition Inc., 11/04/2019
"Bin,
Thank you again for a very interesting and productive visit today! "
- Source: Brad Dickerman, Alsip Improvement Engineer, Arkema, 09/23/2014
"In relation to our audit, we also recommended to the company for a MoIAC student internship to follow up with the implementation of the recommendations. As... more"
- Source: Tom Meyer, Vice President of Engineering & Materials, Hunter Engineering, 09/13/2017
"On behalf of the Richmond MO team, I wanted to extend my sincere thanks for you and your team coming out to conduct the energy assessment. Your team... more"
- Source: Yasmin Michalowicz, Project Manager, Henkel Corp., 09/02/2025
"I am interested in a possible intern to focus on energy programs here, would this interest any student? Could be anytime for ?? how long."
- Source: Jim Westerdale, Facilities Engineer, Maxion Wheels, Sedalia Plant, 08/26/2015
"On Jul 30, 2013, at 4:12 PM, Joe Kaufman wrote: Dr. Bin Wu O'Fallon Casting would like to thank Dr. Bin Wu and the IAC team for the Assessment report that... more"
- Source: Joe Kaufman, HR & Environmental Manager, O, 07/30/2013
"Thank you and your professional students for the collaborative time auditing and understanding our facility which provided excellent assessment recommendations... more"
- Source: Vince Gochenauer, Plant Manager, Silgan Containers, 06/20/2018
"Good Morning Sanjeev, Appreciate you and your team’s hard work on this. Look forward to implementing some of the items you presented. Thanks Logan ... more"
- Source: 06/13/2019
"Such a wonderful opportunity - you can use me as a reference anytime!" "Dr. Wu, Thank you for the follow up to the audit you and the students performed last... more"
- Source: Drew Dubray, Plant Manager, Takara Belmont, 03/29/2017
""Dear Dr. Wu, We appreciate the time and talents that you are dedicating towards the Energy Audit and Recommendations for Ceramo. ... Regards, Vernon L.... more"
- Source: Vemon Kasten, Jr., President and CEO, Ceramo, 03/20/2008
Contact Center
| Center Director | Sanjeev Khanna |
| khannas@missouri.edu | |
| Phone # | 1 (573) 884-9109 |
| Mailing Address |
E3412, Thomas and Nell Lafferre Hall, Mechanical & Aerospace Engineering Department University of Missouri Columbia, MO 65211 |
| Assistant Director | Deepak Gupta |
| Assistant Director | Yue Jin |
University of Missouri-Columbia has trained 246 students
The following students participated in ITAC assessments with University of Missouri-Columbia since
2007.
The 89 students (in BOLD) have also been awarded ITAC student certificates for exceptional participation.
The 89 students (in BOLD) have also been awarded ITAC student certificates for exceptional participation.
