Online optimal experimental re‐design in robotic parallel fed‐batch cultivation facilities
Sign Up to like & getrecommendations! Published in 2017 at "Biotechnology and Bioengineering"
DOI: 10.1002/bit.26192
Abstract: We present an integrated framework for the online optimal experimental re‐design applied to parallel nonlinear dynamic processes that aims to precisely estimate the parameter set of macro kinetic growth models with minimal experimental effort. This… read more here.
Keywords: experimental design; cultivation; fed batch; optimal experimental ... See more keywords
Computation-Efficient Online Optimal Tracking Method for Permanent Magnet Synchronous Machine Drives for MTPA and Flux-Weakening Operations
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Journal of Emerging and Selected Topics in Power Electronics"
DOI: 10.1109/jestpe.2020.3039205
Abstract: In this article, a novel online optimal tracking method is proposed for permanent magnet synchronous machine drives for maximum torque per ampere (MTPA) and flux-weakening (FW) operations. The conventional model-based optimal tracking methods impose heavy… read more here.
Keywords: tracking method; permanent magnet; magnet synchronous; synchronous machine ... See more keywords
Online Optimal Perception-Aware Trajectory Generation
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Robotics"
DOI: 10.1109/tro.2019.2931137
Abstract: This article proposes an online optimal active perception strategy for differentially flat systems meant to maximize the information collected via the available measurements along the planned trajectory. The goal is to generate online a trajectory… read more here.
Keywords: online optimal; trajectory generation; perception; optimal perception ... See more keywords
Online Optimal Power Scheduling of a Microgrid via Imitation Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Smart Grid"
DOI: 10.1109/tsg.2021.3122570
Abstract: This paper investigates the economic operation of a microgrid with a variety of distributed energy resources. Given the intermittency of renewable generation and the high stochasticity in market prices and loads, online power scheduling approaches… read more here.
Keywords: online optimal; approach; imitation learning; power scheduling ... See more keywords