[HTML][HTML] Challenges, opportunities and future directions of smart manufacturing: a state of art review

S Phuyal, D Bista, R Bista - Sustainable Futures, 2020 - Elsevier
Smart manufacturing is the technology utilizing the interconnected machines and tools for
improving manufacturing performance and optimizing the energy and workforce required by …

[HTML][HTML] A review on superstructure optimization approaches in process system engineering

L Mencarelli, Q Chen, A Pagot, IE Grossmann - Computers & Chemical …, 2020 - Elsevier
In this paper, we survey the main superstructure-based approaches in process system
engineering, with a particular emphasis on the existing literature for automated …

[HTML][HTML] A deep reinforcement learning approach for chemical production scheduling

CD Hubbs, C Li, NV Sahinidis, IE Grossmann… - Computers & Chemical …, 2020 - Elsevier
This work examines applying deep reinforcement learning to a chemical production
scheduling process to account for uncertainty and achieve online, dynamic scheduling, and …

HVAC controller with integrated airside and waterside cost optimization

MJ Risbeck, RD Turney, CT Maravelias - US Patent 10,761,547, 2020 - Google Patents
A building HVAC system includes a waterside system and an airside system. The waterside
system consumes one or more resources from utility providers to generate a heated and/or …

A hierarchical clustering decomposition algorithm for optimizing renewable power systems with storage

WW Tso, CD Demirhan, CF Heuberger, JB Powell… - Applied Energy, 2020 - Elsevier
Intermittent solar and wind availabilities pose design and operational challenges for
renewable power systems because they are asynchronous with consumer demand. To align …

A systematic review of hyper-heuristics on combinatorial optimization problems

M Sánchez, JM Cruz-Duarte… - IEEE …, 2020 - ieeexplore.ieee.org
Hyper-heuristics aim at interchanging different solvers while solving a problem. The idea is
to determine the best approach for solving a problem at its current state. This way, every time …

Process supply chains: Perspectives from academia and industry

AP Barbosa-Povoa, JM Pinto - Computers & Chemical Engineering, 2020 - Elsevier
Process systems engineering (PSE) has been an active research area for nearly seventy
years and addresses multiple systems from the process industry. Among these are Process …

Decision-support challenges in the chemical-pharmaceutical industry: Findings and future research directions

CM Marques, S Moniz, JP de Sousa… - Computers & Chemical …, 2020 - Elsevier
The chemical-pharmaceutical sector is facing an unprecedented fast-changing environment,
with new market and technological trends impacting the companies' operational strategies …

Dynamic location of modular manufacturing facilities with relocation of individual modules

A Allman, Q Zhang - European Journal of Operational Research, 2020 - Elsevier
Meeting highly variable product demands in a cost-efficient manner is an essential task for
the chemical industry. Small-scale, modular, and mobile production units allow for a more …

Scheduling a dual-resource flexible job shop with makespan and due date-related criteria

JL Andrade-Pineda, D Canca, PL Gonzalez-R… - Annals of operations …, 2020 - Springer
Current struggles for customer satisfaction in make-to-order companies focus on product
customization and on-time delivery. For better management of demand-mix variability …