CMMI-EPSRC - Right First Time Manufacture of Pharmaceuticals (RiFTMaP)
Lead Research Organisation:
University of Sheffield
Department Name: Chemical & Biological Engineering
Abstract
The UK pharmaceutical industry produces 16% of the world's well-known medicines, employs more than 66,000 people (200,000 more indirectly) and contributes over £8.8 billion to the UK GVA. The current covid-19 crisis has highlighted the need for the UK and the USA to have a strong, smart pharmaceutical manufacturing base. The FDA in the USA has identified continuous pharmaceutical manufacturing as a highly promising solution to these challenges by enabling lower capital cost, smaller footprint and highly efficient facilities, which can be distributed geographically, improve national security by reducing dependency on foreign suppliers and can produce multiple products on demand with minimum risk to quality. However, the UK Government Made Smarter Review highlights that we still have a way to go to achieve a Right First Time smart manufacturing system as an enabler for the digitalization of continuous manufacturing in pharmaceutical industry.
Addressing these challenges are the domain of process systems engineers. By developing right-first-time (RFT) smart manufacturing systems incorporating Industry 4.0 concepts, we intend to address these key challenges in pharmaceutical manufacturing. Our hypothesis is that the development of a systematic framework for smart continuous pharmaceutical manufacturing can deliver key benefits to the industry including:
- Reduced time to market of new products;
- Reduced waste and increased resilience; and
- Reduced cost of manufacture.
To develop this framework, we have brought together a world leading team of process systems and pharmaceutical engineers from four universities in the UK and USA. An important and unique element of this proposal is the ability to validate state of the art models, control and optimization procedures on three cutting edge continuous manufacturing experimental platforms: (1) Consigma 25 wet granulation line at University of Sheffield (UK); (2) Dry granulation line at Purdue University (USA); and (3) Continuous direct compression line, also at Purdue.
The outcome of this project will be a framework and computational tools for optimal design of pharmaceutical processes with a real-time process management system and a flexible real-time release testing framework, all verified at pilot scale.
Addressing these challenges are the domain of process systems engineers. By developing right-first-time (RFT) smart manufacturing systems incorporating Industry 4.0 concepts, we intend to address these key challenges in pharmaceutical manufacturing. Our hypothesis is that the development of a systematic framework for smart continuous pharmaceutical manufacturing can deliver key benefits to the industry including:
- Reduced time to market of new products;
- Reduced waste and increased resilience; and
- Reduced cost of manufacture.
To develop this framework, we have brought together a world leading team of process systems and pharmaceutical engineers from four universities in the UK and USA. An important and unique element of this proposal is the ability to validate state of the art models, control and optimization procedures on three cutting edge continuous manufacturing experimental platforms: (1) Consigma 25 wet granulation line at University of Sheffield (UK); (2) Dry granulation line at Purdue University (USA); and (3) Continuous direct compression line, also at Purdue.
The outcome of this project will be a framework and computational tools for optimal design of pharmaceutical processes with a real-time process management system and a flexible real-time release testing framework, all verified at pilot scale.
Organisations
- University of Sheffield (Lead Research Organisation)
- AstraZeneca (Project Partner)
- Lannett (Project Partner)
- Purdue University (Project Partner)
- GSK (Project Partner)
- Pfizer (Project Partner)
- IBM (United Kingdom) (Project Partner)
- Alexanderwerk Gmbh (Project Partner)
- Natoli Scientific (Project Partner)
- Siemens Process Systems Engineering Ltd (Project Partner)
- Eli Lilly and Company (International) (Project Partner)
Publications
Al-Asady R
(2024)
A Type-1 fuzzy framework based on SVD-QR for predicting the strength of tablets produced using Consigma-25 continuous tablet production plant
in Chemical Engineering Research and Design
Bachawala S
(2024)
Rational Function-Based Approach for Integrating Tableting Reduced-Order Models with Upstream Unit Operations: Dry Granulation Case Study
in Pharmaceuticals
Bounitsis G
(2024)
Stable optimisation-based scenario generation via game theoretic approach
in Computers & Chemical Engineering
Bounitsis G
(2023)
33rd European Symposium on Computer Aided Process Engineering
Bounitsis G
(2022)
Data-driven scenario generation for two-stage stochastic programming
in Chemical Engineering Research and Design
Ferdoush S
(2023)
Fast time-resolved micro-CT imaging of pharmaceutical tablets: Insights into water uptake and disintegration.
in International journal of pharmaceutics
Ferdoush S
(2024)
A two-stage mechanistic reduced-order model of pharmaceutical tablet dissolution: Population balance modeling and tablet wetting functions.
in International journal of pharmaceutics
Huang Y
(2024)
Hybrid model development and nonlinear model predictive control implementation for continuous dry granulation process
in Computers & Chemical Engineering
Kumar S
(2024)
Semicontinuous Blending of Pharmaceutical Ingredients and the Impact of Process Parameters on the Blending Performance of an Integrated Feeder Blender Operating Semicontinuously
in Advances in Materials Science and Engineering
Lagare R
(2024)
A framework for the practical development of condition monitoring systems with application to the roller compactor
in Frontiers in Energy Research
| Description | Continuing Education and Consulting at Merck, Rahway, New Jersey on the topic of Continuous Twin Screw Granulation of Pharmaceuticals, June 26, 2024. |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Industry/Business |
| Results and Impact | Continuing Education and Consulting at Merck, Rahway, New Jersey on the topic of Continuous Twin Screw Granulation of Pharmaceuticals, June 26, 2024. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Industry presentation (Astra Zenenca) at Strathclyde university |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | Poster presentation by Natalie McLean at Strathclyde University to visitors from AstraZeneca in March 2023 ("Development of a Flexible Dissolution Model for Directly-Compressed Tablets") |
| Year(s) Of Engagement Activity | 2023 |
| Description | Industry visit (Astra Zeneca) |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Visit by Daniel Markl and Natalie McLean to AstraZeneca in October 2022 including oral presentation ("Dissolution Modelling for Flexible Real-Time Release Testing") for Macclesfield site and streamed via Teams for Gothenburg site. |
| Year(s) Of Engagement Activity | 2022 |
| Description | Invited Keynote Presentation at Indian Institute of Technology Bombay, India as part of Industry-Academia Workshop: Right First Time Manufacture of Pharmaceuticals |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Industry/Business |
| Results and Impact | The workshop was a collaborative industry - academia workshop, intended to develop links between UK and Indian academics, and industrial needs in India. The workshop lead to a PhD student exchange between the IIT Bombay and The University of Sheffield, with plans in place to apply for UK-India co-funded research. |
| Year(s) Of Engagement Activity | 2024 |
| Description | RiFTMaP Annual Meeting 2022 |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Industry/Business |
| Results and Impact | Annual meeting at University of Sheffield where RiFTMaP researchers from the four participating universities shared their research results with industry partners on the grant and other RiFTMaP researchers. A workshop was also held to get industry input into current challenges and strategy for the grant. |
| Year(s) Of Engagement Activity | 2022 |
| Description | RiFTMaP Annual Meeting 2023 |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Industry/Business |
| Results and Impact | Annual meeting at Purdue University where RiFTMaP researchers from the four participating universities shared their research results with industry partners on the grant and other RiFTMaP researchers. Industry partners provided a critique of the research programme and plans for future industry engagement were made. |
| Year(s) Of Engagement Activity | 2023 |
| Description | RiFTMaP Annual Meeting, Strathclyde University, Glasgow. 10-11 June 2024 |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Industry/Business |
| Results and Impact | This is a two day knowledge exchange event where researchers from RiFTMaP present their research to industry collaborators including Astra Zeneca, Eli Lilly, GSK, and Siemens. Chaired by Daniel Markl, RIFTMaP PI. |
| Year(s) Of Engagement Activity | 2024 |
| Description | U.S. Food and Drug Administration (FDA) Training Program on Continuous Manufacturing |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Professional Practitioners |
| Results and Impact | The Training Program was comprised of a total of five (5) instructional sessions that aimed at reviewing material from the training modules delivered to the FDA in advance, four (4) hands-on labs that aimed at addressing a number of off-line (as opposed to at-line) lab activities required to setup the continuous operation of the manufacturing process, three (3) hands-on sessions that aimed at addressing a number of modeling- and simulation-oriented activities required to setup the continuous operation of the manufacturing process, and three (3) case studies carried out at the manufacturing pilot plant that aimed at demonstrating and addressing a number of key operational and process management activities required to successfully run the continuous operation of the manufacturing process. Most participants indicated that the same training program should be offered to other FDA regulators and inspectors. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://shorturl.at/VGRK4 |
