Control of a bioreactor using a new partially supervised reinforcement learning algorithm

BJ Pandian, MM Noel - Journal of Process Control, 2018 - Elsevier
In recent years, researchers have explored the application of Reinforcement Learning (RL)
and Artificial Neural Networks (ANNs) to the control of complex nonlinear and time varying …

Control of a nonlinear liquid level system using a new artificial neural network based reinforcement learning approach

MM Noel, BJ Pandian - Applied Soft Computing, 2014 - Elsevier
Most industrial processes exhibit inherent nonlinear characteristics. Hence, classical control
strategies which use linearized models are not effective in achieving optimal control. In this …

A policy iteration approach to online optimal control of continuous-time constrained-input systems

H Modares, MBN Sistani, FL Lewis - ISA transactions, 2013 - Elsevier
This paper is an effort towards developing an online learning algorithm to find the optimal
control solution for continuous-time (CT) systems subject to input constraints. The proposed …

A low cost instrumentation system to analyze different types of milk adulteration

S Das, M Sivaramakrishna, K Biswas, B Goswami - ISA transactions, 2015 - Elsevier
In this paper, the design of a complete instrumentation system to detect different types of milk
adulteration has been reported. A simple to use indicator type readout device is reported …

An intelligent non-optimality self-recovery method based on reinforcement learning with small data in big data era

Y Qin, C Zhao, F Gao - Chemometrics and Intelligent Laboratory Systems, 2018 - Elsevier
Batch processes have attracted extensive attention as a crucial manufacturing way in
modern industries. Although they are well equipped with control devices, batch processes …

Optimal temperature control for quality of perishable foods

M Xue, J Zhang, W Tang - ISA transactions, 2014 - Elsevier
An optimal control model on temperature control for quality of perishable foods is presented
in this paper, in which the quality deteriorates according to the first-order reaction and the …

Smart baby cradle

AR Patil, NJ Patil, AD Mishra… - … conference on Smart City …, 2018 - ieeexplore.ieee.org
Cradle is a device that is used to put babies to sleep. Cradle has a side-to-side rocking
motion that eases the baby and put it to sleep. It takes lot of efforts from parent to physically …

Fuzzy logic for accurate control of heating temperature and duration in canned food sterilisation

CC Chung, HH Chen, CH Ting - Engineering in agriculture …, 2016 - jstage.jst.go.jp
abstract Autoclave thermal process is an important sterilisation procedure in the food
canning industry. The performance of sterilisation is determined by the heating temperature …

[PDF][PDF] Optimizing the sterilization process of canned food using temperature distribution studies

IM Ismail, A Fahmy, A Azab, M Abadir… - IOSR Journal of …, 2013 - Citeseer
The thermal processing of canned food is the most important step in the canning procedure.
Retort operating procedures must ensure that uniform processing temperature is achieved …

Low‐Voltage Pulsed Electric Field Sterilization on a Microfluidic Chip

L Liu, L Zhao, J Yang, X Wan, N Hu, LH Yeh… - …, 2013 - Wiley Online Library
A polyimide substrate based microfluidic chip with thousands of comb‐shaped
microelectrodes has been designed, fabricated, and tested for sterilization of bacteria by …