Ranjeet Kumar
כותרת
צוטט על ידי
צוטט על ידי
שנה
A multi-scale optimization framework for electricity market participation
AW Dowling, R Kumar, VM Zavala
Applied Energy 190, 147-164, 2017
912017
A stochastic model predictive control framework for stationary battery systems
R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VM Zavala
IEEE Transactions on Power Systems 33 (4), 4397-4406, 2018
362018
Stochastic model predictive control for central HVAC plants
R Kumar, MJ Wenzel, MN ElBsat, MJ Risbeck, KH Drees, VM Zavala
Journal of Process Control 90, 1-17, 2020
132020
Benchmarking stochastic and deterministic MPC: A case study in stationary battery systems
R Kumar, J Jalving, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, ...
AIChE Journal 65 (7), e16551, 2019
102019
Hierarchical MPC schemes for periodic systems using stochastic programming
R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VM Zavala
Automatica 107, 306-316, 2019
82019
Building energy system with stochastic model predictive control and demand charge incorporation
R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VMZ Tejeda
US Patent App. 16/115,290, 2019
72019
MPC controller tuning using Bayesian optimization techniques
Q Lu, R Kumar, VM Zavala
arXiv preprint arXiv:2009.14175, 2020
62020
Building energy system with stochastic model predictive control
R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VMZ Tejeda
US Patent 10,739,742, 2020
62020
A stochastic dual dynamic programming framework for multiscale mpc
R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VM Zavala
IFAC-PapersOnLine 51 (20), 493-498, 2018
62018
Handling long horizons in MPC: A stochastic programming approach
R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VM Zavala
2018 annual american control conference (ACC), 715-720, 2018
32018
Integrating MPC with Learning-Based and Adaptive Methods to Enhance Safety, Performance and Reliability in Automated Insulin Delivery
I Hajizadeh, MR Askari, R Kumar, VM Zavala, A Cinar
IFAC-PapersOnLine 53 (2), 16149-16154, 2020
12020
A hierarchical model predictive control approach for battery systems
R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VM Zavala
12018
Bayesian optimization with reference models: A case study in MPC for HVAC central plants
Q Lu, LD González, R Kumar, VM Zavala
Computers & Chemical Engineering 154, 107491, 2021
2021
Dual dynamic programming for multi-scale mixed-integer MPC
R Kumar, MJ Wenzel, MN ElBsat, MJ Risbeck, KH Drees, VM Zavala
Computers & Chemical Engineering 148, 107265, 2021
2021
Multisite supply planning for drug products under uncertainty
AM Sampat, R Kumar, R Pushpangatha Kurup, K Chiu, VM Saucedo, ...
AIChE Journal 67 (1), e17069, 2021
2021
Multiscale Control of Energy Systems
R Kumar
PQDT-UK & Ireland, 2020
2020
Adaptive Stochastic Predictive Control with Recursive Subspace Identification and Learning
I Hajizadeh, MR Askari, R Kumar, VM Zavala, A Cinar
2019 AIChE Annual Meeting, 2019
2019
Hierarchical MPC Schemes for Periodic Systems Using Stochastic Programming Techniques
R Kumar, VM Zavala
2018 AIChE Annual Meeting, 2018
2018
Stochastic Model Predictive Control for Battery Systems
R Kumar, VM Zavala
2017 AIChE Annual Meeting, 2017
2017
A Stochastic MPC Framework for Stationary Battery Systems
R Kumar, MJ Wenzel, MJ Ellis, MN ElBsat, KH Drees, VM Zavala
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20