Skip to Content
You are currently on the new version of our website. Access the old version .

Processes, Volume 5, Issue 3

2017 September - 19 articles

Cover Story: Datasets with missing values arising from causes such as sensor failure, inconsistent sampling rates, and merging data from different systems are common in the process industry. Methods for handling missing data are typically applied during data pre-processing, but can also be applicable during model building. This article considers missing data within the context of principal component analysis (PCA), a method that has widespread industrial application for multivariate statistical process control. Algorithms for applying PCA to datasets with missing values are reviewed, and a case study using the Tennessee Eastman process is presented to demonstrate the performance of the algorithms. View this paper
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (19)

  • Article
  • Open Access
7 Citations
6,554 Views
19 Pages

On-Line Dynamic Data Reconciliation in Batch Suspension Polymerizations of Methyl Methacrylate

  • Jamille C. Coimbra,
  • Príamo A. Melo,
  • Diego M. Prata and
  • José Carlos Pinto

5 September 2017

A phenomenological model was developed to describe the dynamic evolution of the batch suspension polymerization of methyl methacrylate in terms of reactor temperature, pressure, concentrations and molecular properties of the final polymer. Then, the...

  • Feature Paper
  • Review
  • Open Access
3 Citations
6,819 Views
13 Pages

Synthesis of Water-Soluble Group 4 Metallocene and Organotin Polyethers and Their Ability to Inhibit Cancer

  • Charles E. Carraher,
  • Michael R. Roner,
  • Jessica Frank,
  • Alica Moric-Johnson,
  • Lindsey C. Miller,
  • Kendra Black,
  • Paul Slawek,
  • Francesca Mosca,
  • Jeffrey D. Einkauf and
  • Floyd Russell

1 September 2017

Water-soluble metallocene and organotin-containing polyethers were synthesized employing interfacial polycondensation. The reaction involved various chain lengths of poly(ethylene glycol), and produced water-soluble polymers in decent yield. Commerci...

  • Feature Paper
  • Article
  • Open Access
19 Citations
6,721 Views
12 Pages

1 September 2017

IL-6 signaling plays an important role in inflammatory processes in the body. While a number of models for IL-6 signaling are available, the parameters associated with these models vary from case to case as they are non-trivial to determine. In this...

  • Review
  • Open Access
29 Citations
10,708 Views
25 Pages

Perspectives on Resource Recovery from Bio-Based Production Processes: From Concept to Implementation

  • Isuru A. Udugama,
  • Seyed Soheil Mansouri,
  • Aleksandar Mitic,
  • Xavier Flores-Alsina and
  • Krist V. Gernaey

21 August 2017

Recovering valuable compounds from waste streams of bio-based production processes is in line with the circular economy paradigm, and is achievable by implementing “simple-to-use” and well-established process separation technologies. Such solutions a...

  • Article
  • Open Access
125 Citations
16,619 Views
18 Pages

18 August 2017

Energy optimization in buildings by controlling the Heating Ventilation and Air Conditioning (HVAC) system is being researched extensively. In this paper, a model-free actor-critic Reinforcement Learning (RL) controller is designed using a variant of...

  • Feature Paper
  • Article
  • Open Access
2 Citations
7,663 Views
17 Pages

Characterizing Gene and Protein Crosstalks in Subjects at Risk of Developing Alzheimer’s Disease: A New Computational Approach

  • Kanchana Padmanabhan,
  • Kelly Nudelman,
  • Steve Harenberg,
  • Gonzalo Bello,
  • Dongwha Sohn,
  • Katie Shpanskaya,
  • Priyanka Tiwari Dikshit,
  • Pallavi S. Yerramsetty,
  • Rudolph E. Tanzi and
  • Alzheimer’s Disease Neuroimaging Initiative
  • + 4 authors

17 August 2017

Alzheimer’s disease (AD) is a major public health threat; however, despite decades of research, the disease mechanisms are not completely understood, and there is a significant dearth of predictive biomarkers. The availability of systems biology appr...

  • Feature Paper
  • Review
  • Open Access
72 Citations
15,165 Views
37 Pages

Comparison of CO2 Capture Approaches for Fossil-Based Power Generation: Review and Meta-Study

  • Thomas A. Adams II,
  • Leila Hoseinzade,
  • Pranav Bhaswanth Madabhushi and
  • Ikenna J. Okeke

14 August 2017

This work is a meta-study of CO2 capture processes for coal and natural gas power generation, including technologies such as post-combustion solvent-based carbon capture, the integrated gasification combined cycle process, oxyfuel combustion, membran...

  • Article
  • Open Access
6 Citations
8,444 Views
18 Pages

14 August 2017

Over the years, there has been a consistent increase in the amount of data collected by systems and processes in many different industries and fields. Simultaneously, there is a growing push towards revealing and exploiting of the information contain...

  • Article
  • Open Access
23 Citations
9,347 Views
13 Pages

Rheology of Green Plasticizer/Poly(vinyl chloride) Blends via Time–Temperature Superposition

  • Roya Jamarani,
  • Hanno C. Erythropel,
  • Daniel Burkat,
  • James A. Nicell,
  • Richard L. Leask and
  • Milan Maric

7 August 2017

Plasticizers are commonly added to poly(vinyl chloride) (PVC) and other brittle polymers to improve their flexibility and processing properties. Phthalate plasticizers such as di(2-ethylhexyl phthalate) (DEHP) are the most common PVC plasticizers and...

  • Feature Paper
  • Review
  • Open Access
4 Citations
6,781 Views
30 Pages

3 August 2017

The effectiveness of model-based multivariable controllers depends on the quality of the model used. In addition to satisfying standard accuracy requirements for model structure and parameter estimates, a model to be used in a controller must also sa...

  • Article
  • Open Access
8 Citations
6,869 Views
10 Pages

Effects of Inoculum Type and Aeration Flowrate on the Performance of Aerobic Granular SBRs

  • Mariele K. Jungles,
  • Ángeles Val del Río,
  • Anuska Mosquera-Corral,
  • José Luis Campos,
  • Ramón Méndez and
  • Rejane H. R. Costa

19 July 2017

Aerobic granular sequencing batch reactors (SBRs) are usually inoculated with activated sludge which implies sometimes long start-up periods and high solids concentrations in the effluent due to the initial wash-out of the inoculum. In this work, the...

  • Article
  • Open Access
22 Citations
11,951 Views
15 Pages

16 July 2017

The deodorization of the refined palm oil process is simulated here using ASPEN HYSYS. In the absence of a library molecular distillation (MD) process in ASPEN HYSYS, first, a single flash vessel is considered to represent a falling film MD process w...

  • Feature Paper
  • Article
  • Open Access
214 Citations
48,196 Views
20 Pages

12 July 2017

Smart manufacturing (SM) is a term generally applied to the improvement in manufacturing operations through integration of systems, linking of physical and cyber capabilities, and taking advantage of information including leveraging the big data evol...

  • Feature Paper
  • Article
  • Open Access
45 Citations
14,398 Views
18 Pages

Principal Component Analysis of Process Datasets with Missing Values

  • Kristen A. Severson,
  • Mark C. Molaro and
  • Richard D. Braatz

6 July 2017

Datasets with missing values arising from causes such as sensor failure, inconsistent sampling rates, and merging data from different systems are common in the process industry. Methods for handling missing data typically operate during data pre-proc...

  • Feature Paper
  • Article
  • Open Access
16 Citations
11,987 Views
13 Pages

Reduction of Dust Emission by Monodisperse System Technology for Ammonium Nitrate Manufacturing

  • Maksym Skydanenko,
  • Vsevolod Sklabinskyi,
  • Saad Saleh and
  • Shahzad Barghi

3 July 2017

Prilling is a common process in the fertilizer industry, where the fertilizer melt is converted to droplets that fall, cool down and solidify in a countercurrent flow of air in a prilling tower. A vibratory granulator was used to investigate liquid j...

  • Feature Paper
  • Opinion
  • Open Access
19 Citations
8,702 Views
11 Pages

On the Use of Multivariate Methods for Analysis of Data from Biological Networks

  • Troy Vargason,
  • Daniel P. Howsmon,
  • Deborah L. McGuinness and
  • Juergen Hahn

3 July 2017

Data analysis used for biomedical research, particularly analysis involving metabolic or signaling pathways, is often based upon univariate statistical analysis. One common approach is to compute means and standard deviations individually for each va...

  • Article
  • Open Access
262 Citations
25,160 Views
16 Pages

30 June 2017

We provide a critical outlook of the evolution of Industrial Process Monitoring (IPM) since its introduction almost 100 years ago. Several evolution trends that have been structuring IPM developments over this extended period of time are briefly refe...

  • Feature Paper
  • Review
  • Open Access
59 Citations
12,102 Views
25 Pages

Review of Field Development Optimization of Waterflooding, EOR, and Well Placement Focusing on History Matching and Optimization Algorithms

  • Jackson Udy,
  • Brigham Hansen,
  • Sage Maddux,
  • Donald Petersen,
  • Spencer Heilner,
  • Kevin Stevens,
  • David Lignell and
  • John D. Hedengren

27 June 2017

This paper presents a review of history matching and oil field development optimization techniques with a focus on optimization algorithms. History matching algorithms are reviewed as a precursor to production optimization algorithms. Techniques for...

  • Article
  • Open Access
35 Citations
13,400 Views
10 Pages

Techno-Economic Assessment of Benzene Production from Shale Gas

  • Salvador I. Pérez-Uresti,
  • Jorge M. Adrián-Mendiola,
  • Mahmoud M. El-Halwagi and
  • Arturo Jiménez-Gutiérrez

23 June 2017

The availability and low cost of shale gas has boosted its use as fuel and as a raw material to produce value-added compounds. Benzene is one of the chemicals that can be obtained from methane, and represents one of the most important compounds in th...

Get Alerted

Add your email address to receive forthcoming issues of this journal.

XFacebookLinkedIn
Processes - ISSN 2227-9717