Python
Yilin Jiang
PhD Candidate
Norman,OK
Summary
Enthusiastic PhD student eager to contribute to contribute to team success through hard work, attention to detail and excellent organizational skills. Clear understanding of energy and building system and training in optimization, data analytics and system identification. Motivated to learn, grow and excel in Smart Home Energy Management, Building Simulation, Optimal Control filed.
Overview
3
3
years of professional experience
7
7
years of post-secondary education
Work History
Smart Networked Energy Management System for Homes
OCAST
08.2020 - Current
- Developed multi-objective scheduling algorithm for both thermal and non-thermal appliances
- Water heater control system installation, calibration, performance validation, system identification
- PV panel and battery model simulation, integration, and optimal scheduling
- Thermal Comfort and Cost Saving trade-off analysis
Development and Validation of a Home Comfort Syste
U.S. Department Of Energy
12.2019 - Current
- Developed an online-learning based model predictive control (MPC) algorithm for real test homes.
- Developed and identified second-order RC network model for residential HVAC system.
- IoT software and database for 10 residential buildings across US.
- Developed physical based LSTM model for indoor air forecasting.
Finite Element Method in Reservoir Simulation
Honor Research
05.2015 - 06.2016
- Implement Partial Differential Equations for the Oil Reservoir
- Solving partial differential model by using Finite Element Method
Education
PhD - Mechanical Engineering
University of Oklahoma
Norman, OK 01.2020 - Current
M.S - Mathematics
University of Oklahoma
Norman, OK 09.2017 - 05.2019
BS - Mathematics
University of Oklahoma
Norman, OK 08.2014 - 05.2017
Skills
Energy Management System
Accomplishments
- Mote Endowed Engineering Scholarship, Gallogly College of Engineering, 2020 & 2021
- 2017 Outstanding Senior, University of Oklahoma, April 2019
- Joe Pearson Scholarship, Mewbourne School of Petroleum and Geological Engineering, 2015
- Honorable Prize for Mathematical Contest in Modeling, COMAP, USA, 2015
- Silver Award for Challenge Cup, Business Plan Competition, China, 2014.
Software
TensorFlow/Pytorch
Pyomo/Geapy
InfluxDB/MongoDB/PostgreSQL
Grafana, Docker, Prometheus
Raspbian & Ubuntu Linux
Timeline
Smart Networked Energy Management System for Homes
OCAST
08.2020 - Current
PhD - Mechanical Engineering
University of Oklahoma
01.2020 - Current
Development and Validation of a Home Comfort Syste
U.S. Department Of Energy
12.2019 - Current
M.S - Mathematics
University of Oklahoma
09.2017 - 05.2019
Finite Element Method in Reservoir Simulation
Honor Research
05.2015 - 06.2016
BS - Mathematics
University of Oklahoma
08.2014 - 05.2017
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