Control oriented modeling of twin-screw granulation in the ConsiGmaTM-25 production plant

09 Jul 2024 | Peer-reviewed journal | Contributor(s): Johannes Khinast, Martin Horn, Jakob Rehrl, Selma Celikovic, Johannes Poms

ConsiGmaTM-25 is a continuous production plant integrating a twin-screw granulation, fluid bed drying, granule conditioning, and a tableting unit. The particle size distribution (PSD), active pharmaceutical ingredient (API) content, and liquid content of wet granules after twin-screw...

Automated and continuous synthesis of drug substances

24 Apr 2024 | Peer-reviewed journal | Contributor(s): Sacher, Stephan, Castillo, Ismael, Rehrl, Jakob, Sagmeister, Peter, Lebl, René, Kruisz, Julia, Celikovic, Selma, Sipek, Martin, Williams, Jason D., Kirschneck, Dirk, Kappe, C. Oliver, Horn, Martin

A continuous synthesis line was developed integrating different common reaction steps namely nitration, substitution and hydrogenation. Mesalazine as model drug substance was produced from 2-chlorobenzoic acid in continuous flow mode. A multi-instrument PAT strategy was implemented to equip the...

Videometric mass flow control: A new method for real-time measurement and feedback control of powder micro-feeding based on image analysis

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Madarasz, L, Kote, AGyurkes, M, Farkas, A, Hambalko, B, Pataki, H, Fulop, G, Marosi, G, Lengyel, L, Casian, T, Csorba, K, Nagy, ZK

The present paper reports the first monitoring and control of ultra-low dose powder feeding using a camera image-based mass flow measurement system. Caffeine was fed via a single-screw microfeeder as a model active pharmaceutical ingredient (API). The mass, mass flow and sizes of the particles...

Using residence time distribution in pharmaceutical solid dose manufacturing–A critical review

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Bhalode, Pooja, Tian, Huayu Gupta, Shashwat Razavi, Sonia M Roman-Ospino, Andres Talebian, Shahrzad Singh, Ravendra Scicolone, James V Muzzio, Fernando J, Ierapetritou, Marianthi

While continuous manufacturing (CM) of pharmaceutical solid-based drug products has been shown to be advantageous for improving the product quality and process efficiency in alignment with FDA’s support of the quality-by-design paradigm (Lee, 2015; Ierapetritou et al., 2016; Plumb, 2005; Schaber,...

Using Residence Time Distributions (RTDs) to Address the Traceability of Raw Materials in Continuous Pharmaceutical Manufacturing

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Engisch, William, Muzzio, Fernando

Continuous processing in pharmaceutical manufacturing is a relatively new approach that has generated significant attention. While it has been used for decades in other industries, showing significant advantages, the pharmaceutical industry has been slow in its adoption of continuous processing,...

The scope of PAT in real-time advanced control of tablet quality

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Singh, Ravendra, Ierapetritou, Marianthi, Ramachandran, Rohit

Continuous pharmaceutical manufacturing together with process analytical technology (PAT) provides a suitable platform for automatic feed-forward/feed-back (FF/FB) control of the end product quality as desired by quality by design (QbD)-based efficient manufacturing. The precise control of the...

The Future of Pharmaceutical Manufacturing Sciences

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Rantanen, Jukka, Khinast Johannes

The entire pharmaceutical sector is in an urgent need of both innovative technological solutions and fundamental scientific work, enabling the production of highly engineered drug products. Commercial-scale manufacturing of complex drug delivery systems (DDSs) using the existing technologies is...

Surrogate-based Optimization for Pharmaceutical Manufacturing Processes

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Wang, Zilong, Escotet-Espinoza, M Sebastian Singh, Ravendra, Ierapetritou, Marianthi

The development of pharmaceutical manufacturing processes has been facilitated by recent advances in the process simulation area. However, since the simulations are usually complex and the analytical expressions of the model can be unknown, it is difficult to directly apply traditional...

Simulation-Based Design of an Efficient Control System for the Continuous Purification and Processing of Active Pharmaceutical Ingredients

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Sen, M, Singh, R, Ramachandran, R

In this study, an efficient system-wide controlsystem has been designed for the integrated continuous purification and processing of the active pharmaceutical ingredient (API). The control strategy is based on the regulatory PID controller which is most widely used in the manufacturing industry...

Roller compaction: Infrared thermography as a PAT for monitoring powder flow from feeding to compaction zone

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Yu, Mingzhe, Omar, Chalak, Weidemann, Marcus, Schmidt, Alexander, Litster, James D., Salman, Agba D.

Roller compaction is a continuous dry granulation process, in which powder is compressed by two counter-rotating rollers. During this process, the powder feeding to the compaction zone has a significant effect on product quality. This work investigates the flow of powder from the feeding zone to...

Recent advances in integrated process analytical techniques, modeling, and control strategies to enable continuous biomanufacturing of monoclonal antibodies

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Chopda, Viki, Gyorgypal, Aron Yang, Ou Singh, Ravendra Ramachandran, Rohit Zhang, Haoran Tsilomelekis, George Chundawat, Shishir PS, Ierapetritou, Marianthi G

Continuous bioprocessing is significantly changing the biological drugs (or biologics) manufacturing landscape by potentially improving product quality, process stability, and overall profitability, as was similarly seen during the adoption of advanced manufacturing processes for small molecule...

Residence Time Distribution as a Traceability Method for Lot Changes in A Pharmaceutical Continuous Manufacturing System

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Sánchez-Paternina, Adriluz, Martínez-Cartagena, Pedro Li, Jingzhe Scicolone, James Singh, Ravendra Lugo, Yleana C Romañach, Rodolfo J Muzzio, Fernando J, Román-Ospino, Andrés D

Residence time distribution (RTD) models were developed to track raw material lots and investigate batch transitions in a continuous manufacturing system. Two raw materials with similar physical properties (granular metformin and lactose) were identified via Principal Component Analysis (PCA)...

Residence time distribution modelling and in line monitoring of drug concentration in a tablet press feed frame containing dead zones

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Tanimura, Shinji, Singh, Ravendra Román-Ospino, Andrés D, Ierapetritou, Marianthi

The presence of a ‘significant dead zone’ in any continuous manufacturing equipment may affect the product quality and need to be investigated systematically. Dead zone will affect the residence time distribution (RTD) of continuous manufacturing and thus the mixing and product quality. Tablet...

Real-time feedback control of twin-screw wet granulation based on image analysis

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Madarasz, Lajos, Hoffer, Istvan, Szabo, Barnabas, Csontos, Istvan, Pataki, Hajnalka, Demuth, Balazs, Szabo, Bence, Csorba, Kristof, Nagy, Zsombor Kristof, Marosi, Gyorgy

The present paper reports the first dynamic image analysis-based feedback control of continuous twin-screw wet granulation process. Granulation of the blend of lactose and starch was selected as a model process. The size and size distribution of the obtained particles were successfully monitored...

Real-Time Monitoring of Powder Mass Flowrates for Plant-Wide Control of a Continuous Direct Compaction Tablet Manufacturing Process

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Huang, Yan-Shu, Medina-González, Sergio Straiton, Benjamin Keller, Joshua, Marashdeh, Qussai, Gonzalez, Marcial, Nagy, Zoltan, Reklaitis, Gintaras V.

While measurement and monitoring of powder/particulate mass flow rate are not essential to the execution of traditional batch pharmaceutical tablet manufacturing, in continuous operation, it is an important additional critical process parameter. It has a key role both in establishing that the...

Real-time process monitoring in a semi-continuous fluid-bed dryer - microwave resonance technology versus near-infrared spectroscopy

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Peters, Johanna, Teske, Andreas, Taute, Wolfgang, Döscher, Claas, Höft, Michael, Knöchel, Reinhard, Breitkreutz, Jörg

The trend towards continuous manufacturing in the pharmaceutical industry is associated with an increasing demand for advanced control strategies. It is a mandatory requirement to obtain reliable real-time information on critical quality attributes (CQA) during every process step as the decision...

Raman Spectroscopy for Monitoring the Continuous Crystallization of Carbamazepine

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Acevedo, D, Mohammad, Adil, Pavurala, Naresh, Wu, Wei-Lee, O'Connor, Thomas F., Nagy, Zoltan K, Yang, Xiaochuan, Cruz, CN

Crystallization has a significant impact on the properties of the active pharmaceutical ingredient (API) since it is the final step in the manufacturing of the drug substance and determines particle size distribution, purity, shape, and polymorphs. Many publications have focused on the...

Process Simulation and Control for Continuous Pharmaceutical Manufacturing of Solid Drug Products

09 Jun 2023 | Chapter Book | Contributor(s): Ierapetritou, Marianthi, Escotet-Espinoza, M Sebastian, Singh, Ravendra

This chapter focuses on the application and development of unit operation and process models of the major routes of continuous solid dose manufacturing. Process models developed in the chapter are very important tools for the design of control system. The chapter also focuses on the current...

Process dynamics and control of API manufacturing and purification processes

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Sen, Maitraye, Singh, Ravendra, Ramachandran, Rohit

The pharmaceutical industries have started transitioning toward continuous mode of manufacturing recently. Due to many advantages of the continuous manufacturing over the traditional alternatives, the industries are putting huge effort to efficiently adapt the continuous processing mode. However,...

Process analytical technology in continuous manufacturing of a commercial pharmaceutical product

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Vargas, Jenny, Nielsen, Sarah, Cárdenas, Vanessa, Gonzalez, Anthony, Aymat, Efrain, Almodovar, Elvin, Classe, Gustavo, Colón, Yleana, Sanchez, Eric, Romañach, Rodolfo

The implementation of process analytical technology and continuous manufacturing at an FDA approved commercial manufacturing site is described. In this direct compaction process the blends produced were monitored with a Near Infrared (NIR) spectroscopic calibration model developed with partial...

Pharmaceutical Cocrystal Drug Products: An Outlook on Product Development

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Shaikh, Rahamatullah, Singh, Ravendra Walker, Gavin M, Croker, Denise M

Active pharmaceutical ingredients (APIs) are most commonly formulated and delivered to patients in the solid state. Recently, an alternative API solid-state form, namely the pharmaceutical cocrystal, has witnessed increasing academic and industrial interest due to its potential to deliver bespoke...

PAT for pharmaceutical manufacturing process involving solid dosages forms

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Román-Ospino, Andrés D, Cárdenas, Vanessa Ortega-Zuñiga, Carlos, Singh, Ravendra

This chapter summarizes important considerations to develop multivariate methods for pharmaceuticals process monitoring and quality control in solid dosages forms based on spectroscopic techniques. The stages described in each section aimed to explain relevant knowledge of the calibration...

PAT for pharmaceutical manufacturing process involving solid dosages forms

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Román-Ospino, Andrés D, Cárdenas, Vanessa Ortega-Zuñiga, Carlos, Singh, Ravendra

This chapter summarizes important considerations to develop multivariate methods for pharmaceuticals process monitoring and quality control in solid dosages forms based on spectroscopic techniques. The stages described in each section aimed to explain relevant knowledge of the calibration...

PAT Implementation on a Mobile Continuous Pharmaceutical Manufacturing System: Real-Time Process Monitoring with In-Line FTIR and Raman Spectroscopy

09 Jun 2023 | Peer-reviewed journal | Contributor(s): Miyai, Yuma, Formosa, Anna, Armstrong, Cameron, Marquardt, Brian, Rogers, Luke, Roper, Thomas

The strategies and experimental methods for implementation of process analytical technology (PAT) on the mobile pharmaceutical manufacturing system, Pharmacy on Demand (PoD), are discussed. With multiple processes to be monitored on the PoD end-to-end continuous manufacturing process, PAT and its...