IAC: University of Miami

IAC Center of Excellence: 2013

The University of Miami Industrial Assessment Center (MI-IAC) provides free energy, productivity, and waste assessments to small and medium-sized industrial facilities through funding provided by the US Department of Energy.

407	Assessments
3,350	Recommendations
6.04	Tbtu Energy Saving*
$81.35	million Cost Savings*
162	Students Trained

*Recommended Savings

Contact Center Website

University of Miami also coordinates a Satellite IAC Center at:

University of Turabo

Recent Case Studies

MIIAC Helps Teledyne Reduce Energy Consumption by 25%

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President Obama visits Miami IAC Center

In February 2012, President Obama highlighted the Industrial Assessment Centers (IAC) as a smart and important piece of the administration's "all-of-the-above" approach to domestic energy sources.

President Obama said, "We're taking a step that will make it easier for companies to save money by investing in energy solutions that have been proven here at the University of Miami -- new lighting systems; advanced heating and cooling systems that can lower a company's energy bills and make them more competitive."

Assessment - Case Studies

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MI | Assessment: MI0361

MIIAC Helps Teledyne Reduce Energy Consumption by 25%

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Related Papers & Publications

View All IAC Relate Papers & Publications

2017

3 Papers / Publications

Ahmed Abdulaal, Ramin Moghaddass, Shihab Asfour, " Two-stage discrete-continuous multi-objective load optimization: An industrial consumer utility approach to demand response, Applied Energy, | MI-IAC

Ahmed, A., Asfour, S., " A Fuzzy Genetic Algorithm Classifier: The Impact of Time-Series Load Data Temporal Dimension on Classification Performance, Machine Learning and Applications (ICMLA), 2016 15th IEEE International Conference on, Anaheim, CA, 18-20 Dec. 2016 , | MI-IAC

Jaime B., Asfour S., " Short-Term Forecasting of Electric Loads Using Nonlinear Autoregressive Artificial Neural Networks with Exogenous Vector Inputs, Energies, | MI-IAC

2016

2 Papers / Publications

Ahmed A., Cintuglu M., Asfour S., Mohammed O., " Solving the Multi-Variant EV Routing Problem Incorporating V2G and G2V Options, IEEE Transactions on Transportation Electrification, September, | MI-IAC

Ahmed, A., Asfour, S., " A Linear Optimization Based Controller Method for Real-Time Load Shifting in Industrial and Commercial Buildings, Energy and Buildings, January, | MI-IAC

2015

4 Papers / Publications

Zahlan, J., " Optimization of Air Compressor Location and Capacity to Improve Energy Efficiency and Performance in Manufacturing Facilities, Doctoral Dissertation, Miama, Florida, | MI-IAC

Jaime B., Abdulaal A., Asfour S., " ELECTRIC LOAD PATTERN CLASSIFICATION USING PARAMETER ESTIMATION, CLUSTERING AND ARTIFICIAL NEURAL NETWORKS, nternational Journal of Power and Energy Systems, | MI-IAC

Zahlan, J., " A multi-objective approach for determining optimal air compressor location in a manufacturing facility, Journal of Manufacturing Systems, Vol. 35, 176-190, April, | MI-IAC

Ahmed, A., Buitrago, J.H., Asfour, S., " Load Pattern Classification: A Hybrid Approach, International Symposium on Advances in Power and Energy Systems, Marina del Rey, California, October, | MI-IAC

2014

3 Papers / Publications

Zahlan, J., Avci, M., Asfour, S., " A New Approach for Determining Optimal Air Compressor Location in A Manufacturing Facility to Increase Energy Efficiency, Thirty-Sixth Industrial Energy Technology Conference, New Orleans, Louisiana, May, | MI-IAC

Grant, J., " Short-term Peak Demand Forecasting Using an Artificial Neural Network with Controlled Peak Demand Through Intelligent Electical Load, Doctoral Dissertation, Miama, Florida, | MI-IAC

Grant, J., Eltoukhy, M., Asfour, S., " Short-Term Electrical Peak Demand Forecasting in a Large Government Building Using a Developed Real-Time Energy Monitoring System and Artificial Neural Network, Energies, Vol 7, 1935-1953, | MI-IAC

2013

3 Papers / Publications

Avci, M., " Demand Response-Enabled Model Predictive HVAC Load Control in Buildings Using Real-Time Electricity Pricing, Doctoral Dissertation, Miama, Florida, | MI-IAC

Saenz, J., " Simulation-Based Optimization for Integrated Electric Utility Resource Planning and Deployment, Doctoral Dissertation, Miama, Florida, | MI-IAC

Avci, M., Erkoc, A., Rahmani, Asfour, S., " Model Predictive HVAC Load Control in Buildings Using Real-Time Electricity Pricing, Energy and Buildings, Vol 60, 199-209, | MI-IAC

2012

2 Papers / Publications

Saenz, J., Celik, N., Asfour, S., Son, Y., " Electric Utility Resource Planning using Continous-Discrete Modular Simulation and Optimization, Computers and Industrial Engineering, Vol 63, 671-694, | MI-IAC

Avci, M., Erkoc, M., Asfour, S.S., " Residential HVAC Load Control Strategy in Real-time Electricity Pricing Environment, Energytech, May, | MI-IAC

Noteworthy Feedback

"At Sun Hydraulics weâ€™ve always had continued efforts to improve upon our use of energy consumption. The assessments provided by the University of Miami Industrial Assessment Center indeed helped us by focusing on how Sun Hydraulics uses energy and what programs/projects would help us better manage our energy usage. I was impressed with the professional ability of each member of team from Miami. They literally rolled up their sleeves and collected data needed for their assessments. Each assessment was presented with the appropriate analysis. It is now up to Sun Hydraulics to use the data presented. Thanks again to your team. "

- Source: Jim Bryington, Facility Manager, Sun Hydraulics Corporation, 11/13/2015

"Thank you so much for the follow up on the Energy Assessment for our facility. This comprehensive program to reduce waste and reduce energy was extremely helpful to us. We understand the importance of this very well prepared and detailed report. We are in the process of implementing some of the recommendations, and prioritizing them as projects for the future. We as a company are always working on continuous improvement. As we check off our list the projects we set forth to complete this year. We will add some of the recommendations you made spilling over to next year. Once again thank your team for the great job and professionalism in preparing such a practical and comprehensive report. We appreciate you all! Thank You! "

- Source: Juan Roque, Vice President, Vista Color Corp, 09/11/2015

Contact Center Center Website

Center Director	Dr. Ramin Moghaddass
Email	ramin@miami.edu
Phone #	+13052849505
Fax #	+13052844040
Mailing Address	1251 Memorial Drive 268 McArthur Engineering Building Coral Gables, FL 33146

Other	Dr. Amaury Malave
Other	Ian Gutierrez
Assistant Director	Jaime Buitrago

University of Miami has trained 162 students

The following students have participated in IAC assessments with University of Miami since 2003, when student name tracking began.
The 54 students (in BOLD) have also been awarded IAC student certificates for exceptional participation.

Aaron Tarjan

Abdelrahman Tarek Amer

Abdulkader Hanbazazah

Abdullah Alajmi

Abner M. Vega

Adham Suliman

Adrea Silva Lindsey

Adrian Cartegena

Ahmad Seyfi

Ahmed Abdulaal

Ahmed Alsowayigh

Ahmed Mohamed

Alex D. Santiago Vargas

Alex Kuestermann

Alexander Limia

Alexandra Bonilla

Alvaro Garcia

Alysia Mendia

Amanda Cruz Nieves

Andre Andrade

Andrea Valenzuela Garcia

Anika Morris

Anthony Rodriguez

Antonio Reyes

Ariel Torres Rivera

Barbara Millet

Beau Stump

Behzad M. Dogahe

Benjamin Santiago

Brandon Charette

Brianne Bunjowski

Bruna Cossengue

Casey Grafstein

Charlotte Bowditch

Christopher Mitja Franceschini

Craig Kronberg

Craig Thompson

Cristian Ruiz

Dalia Benchimol

Daniel Bolis

Daniel Ruggiero

Daniela Martinez

David Cortes

Deger Ozkaramanli

Diego Cusco

Dylan Azuelos

Edwin Vega Hiraldo

Eeyad Al-Ahmadi

Elias Ealsadi

Elikem Tettey-Tamaklo

Ellie Gaither

Emmanuel Martínez

Enes Erkoc

Eric Rui Chen

Estefan Medina

Faisal Abuljadayel

Fallyn Brody

Feiran Xu

Gabriel Rodriguez

Gabriela Cabrera

Gabriela Rodriguez

German Rueda

Giro Samale

Hanzala Siddiq

Harry Santiago

Hassan Bitar

Henry Locher

Hiba Benkhye

Hussein Bitar

Ibrahim Ahmed

Idalina L Claudio Rodriguez

Isabel Perna

Jacobo Saldarriaga

Jaime Buitrago

Jan P. Claudio Rosario

Jason Claudio Vazquez

Jason Grant

Javier Martinez Santiago

Jean Gonzalez

Jeffery Borres Martinez

Jeffry Ortiz Acosta

Jesus Jimenez

Joel Zahlan

John Gonzalez

Jonathan Hernandez

Jorge Guzman

Jorge Torres

Jose David Rodriguez

Jose Mojica

Jose Pomes

Juan Felipe Ariza

Juan Jose Montanez

Juan Medina

Juan Saenz

Katherine Carrasquillo

Kaustubh Phalak

Keun Lee

Kevin Figueroa

Kevin Roman

Kevin Rosado

Khalid Chaar

Koosha Kiamehr

Lamis Amer

Lara Sophia Pineda

Louy Malaikah

Luis Rodriguez

Mariah Szpunar

Maxim Hinds-Hew

Melvin Nunez

Mesut Avci

Michael Caballero

Miguel Moreno

Mohamed Madbouly

Molly Marohl

Mortiz Koeppenkastrop-Lueker

Nadia Tanzeem

Neil Johnson

Nicknan Hajjar

Nicolas Oberndorder

Noor Rifai

Noura Fahmy

Olga Elizabeth Jumbo Sanchez

Olivier Jean-Francois

Omar Howeedy

Omer Erkoc

Oscar de Jesus

Patricia Gomez-Acevedo

Pinaki Chakraborty

Rafael Hernandez

Randall Schwartz

Raymond Perez

Rembo Li

Rhythm Nickybhai Contractor

Ricardo Rodriguez Ramirez

Ricardo Rosa

Ricardo Valentin

Robert Rivera

Roberto Azuaje

Roderick Daniels

Saad Asfour

Saleh Shaiban

Sam Mathew Cheruvathoor

Saud Boujarwah

Sayan Maity

Seana Sicher

Shane Kemeny

Simran Babani

Sol Alverio

Sonila Cami

Stephany Santana Garcia

Steven Lopez

Tameem Ismail

Tatayanna Cox-Taylor

Thomas Ryba

Tomas Cacicedo

Ulises Perez

Wilantony Vázquez

Xavier Collazo Fernandez

Yang Bai

Yasin Erkilic

Zaid Khammash

Zaid Roushdy