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Profile
Jianqiang Cheng
Associate Professor, Systems and Industrial Engineering | Member of the Graduate Faculty
Systems and Industrial Engr
Full Page
Overview
Research
More
Collaboration
(21)
Daniel Apai
Mutual work: 1 Proposal
Collaboration Details
Lisa O'Neill
Mutual work: 2 Proposals
Collaboration Details
Yao-jan Wu
Mutual work: 7 Proposals﹒1 Grant
Collaboration Details
Jian Liu
Mutual work: 3 Proposals
Collaboration Details
Ashley Langer
Mutual work: 1 Proposal
Collaboration Details
Page 1 of 5
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Grants
(7)
Collaborative Research: Distributionally Robust Quadratic Optimization and Its Application to Power Systems
Active
·
2024
·
$300K
·
External
Principal Investigator (PI)
optimization,
power systems,
collaborative research,
robustness,
distributional theory
CAREER: Risk-Averse Decision Making via Chance-Constrained Programming for Power Systems
Active
·
2022
·
$500K
·
External
Principal Investigator (PI)
decision making,
power systems,
risk management,
programming,
uncertainty
lll: Small: Learning to Hash Information Networks
Active
·
2020
·
$199.8K / $499.6K
·
External
Co-Investigator (COI)
machine learning,
hashing,
information networks,
data mining,
computer science
Conic Programming Reformulations and Relaxations for Quadratically Constrained and Quadratic Programs
2020
·
$150K
·
External
Principal Investigator (PI)
optimization,
conic programming,
quadratic programs,
reformulations,
relaxations
NITC: Data-Driven Optimization for E-Scooter System Design
2020
·
$54.8K / $67.6K
·
External
Principal Investigator (PI)
data-driven optimization,
e-scooter system,
design,
data analysis,
transportation
Page 1 of 2
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Publications
(40)
Recent
DC-Link Capacitance Design for Cascaded H-Bridge STATCOM With Sum of Squares Formulation
2024
power electronics,
control systems,
renewable energy,
electric grid,
voltage stability
Data-Driven Chance-Constrained Planning for Distributed Generation: A Partial Sampling Approach
2022
distributed generation,
data-driven planning,
chance-constrained,
partial sampling,
risk management
Submodule Capacitor Sizing for Cascaded H-Bridge STATCOM with Sum of Squares Formulation
2022
power systems,
renewable energy,
control systems,
electric grid,
statistical analysis
Asymptotically Tight Conic Approximations for Chance-Constrained AC Optimal Power Flow
2022
power systems,
optimization,
probability,
mathematical modeling,
energy markets
Chance-constrained optimization-based solar microgrid design and dispatch for radial distribution networks
2021
solar energy,
microgrid,
optimization,
distribution networks,
renewable energy
Data-Driven Robust Optimization Using Scenario-Induced Uncertainty Sets
2021
robust optimization,
data-driven,
scenario-induced,
uncertainty sets,
data analysis
Resilient NdFeB magnet recycling under the impacts of COVID-19 pandemic: Stochastic programming and Benders decomposition
2021
magnet recycling,
covid-19 impact,
stochastic programming,
benders decomposition,
ndfeb magnet
Computationally Efficient Approximations for Distributionally Robust Optimization under Moment and Wasserstein Ambiguity
2021
optimization,
robustness,
approximations,
ambiguity,
computational efficiency
Optimization of solar-driven systems for off-grid water nanofiltration and electrification
2020
solar energy,
water filtration,
off-grid systems,
electrification,
nanofiltration
Data-driven planning for renewable distributed generation integration
2020
renewable energy,
data analysis,
energy planning,
distributed generation,
renewable integration
