RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Fourth Framework proposal on 'Vision automation system for wood industry'.

assistant: **Innovation**

The objective of the proposed research is to develop a high tech system for automation of the production process within the wood industry, specifically the production of MDF wooden sheets. By developing new methods to detect all kinds of defects, using artificial intelligence, the system will automatically check the surface and the finish of the sheets for all defects and impurities. The system will consist of a new advanced image analysis system comprising a number of PC's including video cameras for monitoring of surfaces and measurement of the sheet thickness. The PC's analyse the images by means of advanced pattern recognition and interpretation techniques, and hereafter communicate the results to the devices on the production line that control the smoothing and grading of the sheets. The project represents a new dimension in industrial automation based on computer vision technology, from simple recognition and approval or rejection of an object on a production line, to automatic preparation and finishing of the object. It is the partners' intention to commercialise the project results by selling and marketing the vision automation systems to industrial end-users.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Assessment of economic and technical advantages of 3 dimensional preform transfer moulding' under Fourth Framework.

assistant: **Concept**

Objectives and content Both suppliers and end-users of composites need to reduce costs and/or improve performance in order to remain competitive worldwide. 3D-PTM offers, in principle, a route to reductions in manufacturing, QC, maintenance and in-service costs, as well as technical and ecological advantages compared with standard processes. However, available preforms and binder resins have not been optimised and the matrix systems have limitations. This project will address these problems so that some of the following industrial objectives may be achieved: - 30% reduction in manufacturing and QC costs for aircraft composite parts (with up to 10% weight increase), compared to the use of prepreg. For trains, 30% lower manufacturing costs for big parts are sought. - 30-50% weight saving compared to metal for aircraft and railroad stock, with up to 15% increase in costs if necessary. - Improved damage resistance from the 3-D reinforcement (e.g. 30% increase in compression-after-impact), giving maintenance/inspection cost reductions. 3-D preforms will give major technical advantages through access to complex shapes for aero-engines which are otherwise not possible. - Development of the composites market using alternatives to prepreg, i.e. preforms, binder resins and matrix systems. Initially, the relevant expertise of the Partners will be pooled in order to establish the main development lines for the project. The technical programme is divided into complementary and overlapping activities in which the different Partners specialise. Each activity has one Partner as co-ordinator. Briefly, these activities are: - Selection and design of generic parts - Characterisation and development of materials - Process development - Mechanical characterisation - Materials selection for
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Hyperconnected Architecture for High Cognitive Production Plants'.

assistant: **Innovation**

HyperCOG project “HYPERCONNECTED ARCHITECTURE FOR HIGH COGNITIVE PRODUCTION PLANTS” addresses the full digital transformation of the process industry and cognitive process production plants through an innovative Industrial Cyber-Physical System (ICPS). It is based on commercially  available advanced technologies, that will enable the development of a hyper-connected network of digital nodes. The nodes can catch outstanding streams of data in real-time, which together with the high computing capabilities available nowadays, provide sensing, knowledge and cognitive reasoning to the industrial business. Furthermore,  HyperCOG is deeply grounded in the last advances in Artificial Intelligence such as modelling for twin factories, decision-support systems for human-machine interaction and augmented reality for industrial processes visualization. It pursues self-learning from the process in order to deal with the typical dynamic fluctuations of the industrial processes and global optimization.The objective is to increase the production performance while reducing the environmental impact by reducing the energy consumption and the CO2 emissions thereof. Society will get profit of this project not only throughout the environmental impact, but through the lifelong learning of workers and vocational training for digitisation, and the available training modules for youth at schools such as ESTIA technological institute or U-PEC University.The breaking-edge system proposed in HyperCOG project will be validated on the productivity and environmental impacts, replicability and usability aspects on three use cases belonging to the SPIRE scope such us SIDENOR (steel making), CIMSA (cement), and SOLVAY (chemical) use cases.


**Keywords:** Cyber Physical System, Artificial Intelligence, M
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'BIOSENSORS FOR ASSAY OF QUALITY CONTROL OF FOODS' (1994-1998).

assistant: **Innovation**

The aim of this project is the development of electrochemical biosensors for lysine and furosine to be used for rapid analysis of food quality control.The specific objectives are to :- set-up a new and rapid method for protein hydrolysis by microwave technique;- assemble and evaluate of a newly designed biosensor for analysis of lysine in food;- develop a prototype for on-line measurement of lysine in food;- assemble and evaluate of an immunosensor for determination of furosine in food;- evaluate of the food quality by coupling of the hydrolysis-biosensors techniques.The sensors developed will be used to measure the nutritional quality of food. Such a task will be accomplished by the development of a newly designed enzyme probe for lysine, which will be interference free from other amino acids and will perform the analysis of lysine produced by protein hydrolysis in less than 1 hour. This goal will be reached by coupling a microwave hydrolysis technique with the fast and accurate determination of lysine with the biosensor.In addition, a furosine electrochemical immunosensor will be developed. This compound is formed when a reducing sugar reacts with the free amino group of proteins, mainly the amino group of lysine. This is known as the Maillard reaction, and is believed to be the main outcome of food heating. We propose herein a combined biosensor/immunosensor method for the determination of free lysine and furosine. The analysis of furosine will, first, be carried out using a colorimetric Enzyme Linked Immuno-Sorbent Assay (ELISA). This method will be further developed and adapted to an electrochemical detection.Both the procedures for lysine and furosine will be tested during processing and storage of food produced by La Molisana, Italy (minor subcontractor).The prop
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'Next generation solar active facade element Solar ventilation air preheater SVAP'.

assistant: **Concept**

Buildings are responsible for 40% of the energy consumption and 36% of CO2 emissions in the EU. According to Directive2010/31/EU, all new buildings in the EU should be nearly zero-energy buildings (NZEB) by the end of 2020. The amount ofthe solar energy that is not collected from the facades contributes to CO¬2 emissions and the use of fossil fuel that couldotherwise be avoided. Collecting solar energy from facades is a new and necessary trend in NZEB facades.As a result of our R&D efforts, Saulės vėjo aruodai (SVA) has developed the patented Solar Ventilation Air Preheater(SVAP). SVAP heat exchanger construction solve the following problems that persist in the state-of-the art products: (1) theregulation of the solar attack angle, (2) minimising the local and linear resistance of air movement inside the heat exchanger,(3) maximising the capture of solar radiation inside the heat exchanger, (4) allowing the design of transparent modules(because of the front and back slats’ construction), (5) integrate photovoltaic modules on the front slats and capture thereflection of long infrared rays from the crystalline silicon cells.Our product addresses a market that is worth over 10 BN EUR.This project will undertake a feasibility study, including a full business plan, to verify the technological, practical andeconomic viability of SVAP project in beachhead markets.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Replacing sleep labs: The first clinical grade home-based diagnostic of sleep disorders'.

assistant: **Objectives**

Onera is the next generation of medical grade sleep diagnostics and telehealth. Alarmingly, 80% of people who suffer from a sleep disorder remain undiagnosed due to the high costs, time and specialised resources required by current clinical solutions. In recent years, innovations have focused on developing simple screening devices such as smart watches or mattress sensors that provide limited and inaccurate information about sleep quality. Onera is set to change this, by redefining the ‘gold standard’ with our proprietary diagnostic solution. Onera’s clinical-grade wearable consists of adhesive patches as simple and non-intrusive as applying a band-aid, with maximum wearing comfort. The technology is valuable for remote respiratory monitoring to reduce burden on the healthcare system following the COVID-19 pandemic. Commercialising such innovative wireless sensors and machine learning algorithms is made possible by Onera’s team leveraging >10 years of experience at IMEC, a world-leading research institute in nanoelectronics and digital technologies. Our solution is designed for use at home. Our vision is to transform sleep medicine by redefining sleep diagnostics as a service. Capitalising on the major market hype for sleep trackers and push from healthcare payors to move to home diagnoses, Onera is disrupting the field with a new service model that replaces overnight in-lab studies and allows for user-friendly, cost-effective, and scalable sleep diagnostics globally. Onera has raised >€10Mn to rapidly advance the R&D of its breakthrough technologies. Onera has an extensive collaborating network of global sleep KOLs, CROs, manufacturing, sales and distribution partners, to de-risk market access and commercialisation. Onera’s founders have successfully brought wearables,
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'A Digital Twin Enabled Multiplexed Sensors for Chronic Wound Management (TWINSENSE)' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

TWINSENSE is a project aimed at digitizing wound management through the development of a digital twin (DT) of chronic wounds through a multiplexed sensor system. The project integrates data from a custom-designed, wearable multimodal sensor with machine learning (ML) algorithms to develop the DT, enabling real-time analysis of wound biomarkers and accurate prediction of healing outcomes. This will facilitate timely therapeutic interventions, reducing the risk of complications such as amputations in chronic wounds. TWINSENSE focuses on developing screen-printable formulations of metal-decorated reduced graphene oxide (rGO) derivatives to create multimodal sensors on wearable bandages. These sensors, in combination with a wearable electronic circuit, will continuously monitor wound parameters (pH, temperature, urea) to generate comprehensive ML training datasets. The datasets will be employed to develop the DT using knowledge graph-based data modelling techniques. The DT will also feature a Scenario-Maker module, capable of processing data from the multimodal sensors to simulate various healing scenarios, predicting potential complications, and recommending optimized treatment strategies in real time. By addressing the unmet need for advanced chronic wound care, which affects over 60 million people globally, TWINSENSE aims to improve patient outcomes and reduce healthcare costs. Additionally, TWINSENSE has the potential to foster an entrepreneurial ecosystem around digital wound care technologies, driving revenue generation and contributing to the sustainable development of healthcare systems.


**Keywords:** Wearable Electronics, Wound Management, Screen Printing, Multimodal Sensors, Digital Twin, Machine Learning, Predictive Analysis
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'DETERMINATION OF DRAINAGE PATTERNS AND UNSWEPT OIL FROM NATURAL OIL COMPONENTS' (1994-1998) under Fourth Framework.

assistant: **Objectives**

The recovery factor in light oil reservoirs is on average about 35% of the Original Oil in Place (OOIP) after primary and secondary production. Therefore large volumes of oil are left behind mainly due to heterogeneous permeability distribution. This oil is found as microdistributions (remaining oil) in the swept volumes and as larger unswept oil banks in the shadow of large impermeabilities. The project aims to demonstrate a new methodology, based on combining conventional geochemical data with advanced numerical modeling, which leads to improved characterization of oil reservoirs. In particular, the new technology will be applied on Veslefrikk and Varg North Sea fields, and should result in detection of unswept oil volumes and determination of oil and water lateral drainage patterns in the reservoir, by exploiting natural variations in oil and water composition, using both organic and inorganic natural oil components. This method could then be integrated together with the information obtained from 4-D seismic and production logging surveys on drainage patterns and remaining oil. Such information will lead to the selective pick-up of unswept oil banks by targeted flexible branched infill wells.The oil and the water of a reservoir contain in addition to H2O and hydrocarbons several other naturally occuring organic and inorganic components. Some of them are soluble only in oil, some only in water and some partition between oil and water.The oil companies monitor routinely the composition of the produced fluid and consequently there are available data concerning the presence and the concentration of these components in time and space. The proposed technology exploits the knowledge of these geochemical data to improve the description of oil reservoirs. In particular, compa
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Creating conditions for persistence of biodiversity in the face of climate change' to be submitted under Seventh Framework.

assistant: **Abstract**

Recent models have been developed predicting climate change-induced habitat losses and extinction of many plants and animals. Their coarse scale may have over-estimated extinction threats due to their inability to capture small-scale habitat heterogeneity. Plus, they are difficult to validate. Proposed validations use current data as calibration and past data as verification. The Quaternary fossil record is thus essential to understand the mechanisms that have allowed past species persistence, and to improve our forecasting ability regarding their future performance. But data on species past distribution and dynamics has too been affected by coarse-scale issues. For example, evidence for woody taxa populations north of the classical pollen-based southern refugia during the last glacial maximum (LGM) has recently come from DNA and macrofossil studies. LGM refugia existed as habitat islands in a matrix of unsuitable landscapes, from which populations expanded in the Holocene. Such small populations – cryptic refugia – are indistinguishable in the pollen record and coarse-scale bioclimatic envelope models don’t detect them. Persistence of many species in future climates may, as it has in the past, depend on the preservation of cryptic refugia, and defining their physical environment is of great importance. However, cryptic refugia have been described in general terms. This study aims at defining the physical characteristics – topographical and geomorphological – of cryptic refugia for 3 Northern Eurasian tree taxa and integrate the resulting relevant physical parameters to local species-envelope models to improve our understanding of the role of cryptic refugia on species persistence during past climate changes, and so to better forecast biotic response to future climate c
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'European wind integration study' under Sixth Framework.

assistant: **Concept**

In its White Paper Energy for the Future: Renewable Sources of Energy" the European Commission has set up a target of 40 000 MW to be produced by Wind Power for 2010. The 2001/77/EC Directive states the priority access to the electricity grid systems for electricity produced from renewable energy sources (RES), and points at standard rules for sharing the costs of possible grid reinforcements. Globally, in Europe, wind energy has got the highest growth of all RES.A Consortium of 15 Transmission System Operators (TSO) representing 13 countries (Austria, Belgium, Czech Republic, Denmark, France, Germany, Greece, the Netherlands, Ireland, Poland, Spain, Portugal and the United Kingdom), representing the four main synchronous electricity systems in Europe, proposes a Specific support action (SSA) to identify and investigate the impacts of introducing a large number of wind power plants into the electric power systems in Europe."
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an executive summary for the EU project 'Development of natural altematives to anti-microbials for the control of pig health and promotion of performance' (2002-2006) targeting Sixth Framework.

assistant: **Abstract**

Throughout Europe it is normal commercial practice that pigs are weaned at an age much less than that which occurs in the wild. This causes gastrointestinal disturbances and an increased susceptibility to infection, resulting in large economic losses to the pig industry. Whilst it is clear that many interacting factors may play a role in the increased susceptibility to infection current methods of control rely on the very wide use of antibiotics. The aim of these proposals is to examine the potential of using plant extracts and other natural substances, not considered harmful for human or animal health, as alternatives to antimicrobials in reducing losses from post-weaning infection, and improving productivity. It is widely recognised that many interacting factors play a role in this disease process", we therefore propose to use four distinct approaches to address these. Specifically we will determine the effect of a range of plant extracts, pre-biotics, Lactobacillus fermented feed and feed intake on their ability to reduce the requirement for the use of antibiotics in the post-weaned pig. Plant extracts will be evaluated through an initial in vitro screening process and a small representative group selected on the basis of their diverse range of activities. These plant extracts together with the other experimental approaches will be characterised for their effect upon specific established indicators of gut health. These will include gut physiology, gut immunology, and gut ecology. Experimental approaches shown to modify gut health will be characterised in detail with respect to their mode of action and effect on the host immune system and gut function. These results of these studies will form the basis for selection and testing for their ability to alter susceptibilit