Da Huo Email & Phone Number

San Mateo, Ca, Us

Atlanta

Master of Science in Computer ScienceSpecialization: Machine Learning

Chicago, Illinois, United States

Hydrogen Fuel Cell Stack modeling, control, and real-time thermal management.Best Paper Award at MECC2023.Recognized as Rising Star at MECC2023.Publications:* Huo, D., Adunyah, A. and Hall, C.M., 2024. Real-Time Application of Koopman-Based Optimal Control Strategies for Fuel Cell Stack Thermal Management. Elsevier Control Engineering Practice 2024 (Under Peer Review)* Huo, D. and Hall, C.M., 2024. Optimal Control for Thermal Management of a Proton Exchange Membrane Fuel… Show more Hydrogen Fuel Cell Stack modeling, control, and real-time thermal management.Best Paper Award at MECC2023.Recognized as Rising Star at MECC2023.Publications:* Huo, D., Adunyah, A. and Hall, C.M., 2024. Real-Time Application of Koopman-Based Optimal Control Strategies for Fuel Cell Stack Thermal Management. Elsevier Control Engineering Practice 2024 (Under Peer Review)* Huo, D. and Hall, C.M., 2024. Optimal Control for Thermal Management of a Proton Exchange Membrane Fuel Cell Stack with Koopman-Based Modeling. ASME Dynamic Systems, Measurement and Control 2024 (Accepted)* Huo, D. and Hall, C.M., 2023. Data-driven prediction of temperature variations in an open cathode proton exchange membrane fuel cell stack using Koopman operator. Energy and AI, 14, p.100289.* Huo, D., Peng, Q. and Hall, C.M., 2023. Koopman-Based Modeling of an Open Cathode Proton Exchange Membrane Fuel Cell Stack. IFAC-PapersOnLine, 56(3), pp.67-72. Show less

Chicago, Illinois, United States

Power train architecture design.System integrations.

Blacksburg, Virginia, United States

• Conducted and performed a series of tests for autonomous heavy-duty trucks (Close-course test and public road test)• Collected, processed, and analyzed the test data for further control algorithms evaluation and optimization.• Conducted failure analysis and developed effective solutions.• Developed automation fast test result analysis tools in Python for closed-course and public road.• Platform Agnostic Test Case (PATC) derivation through JAMA.• SiL vadility analysis.

Chicago, Illinois, United States

1. Research: Air Handling Control for A Internal Combustion Engine2. Publications: • Peng, Q., Huo, D. and Hall, C.M., 2022. Neural network-based air handling control for modern diesel engines. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, p.09544070221083367.• Peng, Q., Huo, D. and Hall, C.M., 2022, June. A Comparison of Neural Network-Based Strategies for Diesel Engine Air Handling Control. In 2022 American Control Conference… Show more 1. Research: Air Handling Control for A Internal Combustion Engine2. Publications: • Peng, Q., Huo, D. and Hall, C.M., 2022. Neural network-based air handling control for modern diesel engines. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, p.09544070221083367.• Peng, Q., Huo, D. and Hall, C.M., 2022, June. A Comparison of Neural Network-Based Strategies for Diesel Engine Air Handling Control. In 2022 American Control Conference (ACC) (pp. 3031-3037). IEEE.3. Teaching assistant: Computational Mechanics, Systems Analysis and Control. Show less

West Lafayette, Indiana Area

Research: Deep Learning Applied to PHEV• Publications: Huo, D. and Meckl, P., 2022. Power Management of a Plug-in Hybrid Electric Vehicle Using Neural Networks with Comparison to Other Approaches. Energies, 15(15), p.5735.• Built the deep learning models through Python and Matlab for a Plug-In Electric Vehicle to optimize power management combined with data mining, different algorithms (CNN, ANN, DP, Regression) and programing (GPU and CPU computation) Project 1: Automated Robot for… Show more Research: Deep Learning Applied to PHEV• Publications: Huo, D. and Meckl, P., 2022. Power Management of a Plug-in Hybrid Electric Vehicle Using Neural Networks with Comparison to Other Approaches. Energies, 15(15), p.5735.• Built the deep learning models through Python and Matlab for a Plug-In Electric Vehicle to optimize power management combined with data mining, different algorithms (CNN, ANN, DP, Regression) and programing (GPU and CPU computation) Project 1: Automated Robot for Bridge Damage Inspection • Designed, built and programmed an automated robot using camera and different sensors to detect certain-objects and damages without repeating or missing, recording and reporting the location and fixing the damages with simultaneous localization and mapping (SLAM), microprocessor and mechanical structure.Project 2: Engine Speed Control; Heating & Cooling Control System • Designed 2 PID controllers (C/C++) for engine speed control system, heating & cooling system to meet the specifications.Main Courses: • Linear Algebra, Deep Learning, Theory and Design of Control, Mechatronics (Integrated design of electro-mechanical system), Mechanical Vibrations, Microprocessor in Electromechanical System, Economics Decision in Engineering Industry (with statistic), Strategy Management for Managers, Marketing Management. Show less

Beijing City, China

R&D of Powertrain, Daimler Greater China (Mercedes-Benz)Master Engineer /Assistant ManagerLocalization & Project Management • Managed 6 suppliers and coordinated internal/external departments as project leader to secure project timeline and accomplished over 65 projects. • Led over 20 products’ life cycle management.• Defined project milestones and generated budget plan to ensure the project matches overall vehicle… Show more R&D of Powertrain, Daimler Greater China (Mercedes-Benz)Master Engineer /Assistant ManagerLocalization & Project Management • Managed 6 suppliers and coordinated internal/external departments as project leader to secure project timeline and accomplished over 65 projects. • Led over 20 products’ life cycle management.• Defined project milestones and generated budget plan to ensure the project matches overall vehicle timeline.• Identified root cause for issues from assembly plant or aftersales market, and proposed short-term & long-term solutions• Audited and nominated suppliers as lead auditor to check their RD capability, product quality and production lineDevelopment of e-Drive & driveline components Aug 2013-Aug 2019• Developed and released rear side-shaft with local supplier and achieved over 1.5 million USD cost reduction• Developed and released aluminum differential as leader and achieved the new critical carbon emission regulation and higher requirements of components. • Developed and released e-Drive and engine mount with local suppliers to reduce cost• Verified the NVH, strength and durability performances through 3D data simulation, bench tests and overall vehicle tests• Initiated and managed engineering changes in case of test failure Leadership Aug 2013-Aug 2019• Led MFA1&2 Chassis & Powertrain commodity meeting with cross function departments to escalate and report critical issues to General Manager Committee• Mentored entry level engineers to conduct driveline and powertrain development and localization• Recruited interns and mentored their intern projects• Drafted the annual budget plan for the team and defined the organization chart for future BEV branch team Show less

Beijing City, China

• As project leader to lead regular cross-functional team project meeting to secure the project’s milestone • Acted as lead auditor following VDA6.3 to audit and release suppliers, which including their production line, process, warehouse management and logistic etc. to secure delivered products can meet industrial requirements and product specifications for each product build and annual audit • Joined cross-functional teams to nominate suppliers for new project as quality engineer… Show more • As project leader to lead regular cross-functional team project meeting to secure the project’s milestone • Acted as lead auditor following VDA6.3 to audit and release suppliers, which including their production line, process, warehouse management and logistic etc. to secure delivered products can meet industrial requirements and product specifications for each product build and annual audit • Joined cross-functional teams to nominate suppliers for new project as quality engineer • As quality engineer, led/joined cross-functional teams to make root cause analysis and define back-up for production line issues and after-sales issues Show less

Beijing City, China

• Initiated technical concepts/documents, which including 3D data, 2D drawings, DFMEA etc. to meet OEM product requirements and supported sales team from quotation phase to nomination• Acted as project manager to lead project meeting and coordinate cross-functional team to secure projects’ milestone• Acted as product engineer to lead/join supplier audit to verify suppliers’ production line, project team, testing lab during development phase for each product build• Conducted failure… Show more • Initiated technical concepts/documents, which including 3D data, 2D drawings, DFMEA etc. to meet OEM product requirements and supported sales team from quotation phase to nomination• Acted as project manager to lead project meeting and coordinate cross-functional team to secure projects’ milestone• Acted as product engineer to lead/join supplier audit to verify suppliers’ production line, project team, testing lab during development phase for each product build• Conducted failure root cause analysis of after-sales issues for OEMs, and evaluated/initiated corresponding technical design change, supported sales, and purchasing team to evaluate feasibility, and further handed over to OEMs and suppliers Show less

Master Of Science - Ms, Mechanical Engineering

Major in Robotics

Master Of Science - Ms, Computer Science, 4

Doctor Of Philosophy - Phd, Mechanical Engineering, 4.0

Modeling and control.