Not exactly what you asked for, but maybe it can lead you the way: http://www.sciencedirect.com/science/article/pii/S0048733313000498

Try this one: . DOI: 10.1109/ICSMC.2010.5641874

Take a look on this one , here in researchgate. If you cannot download it from Inderscience I can send you  copy.

Article Explaining and predicting the impact of regulation on innova...

Thank you for your answers, they are really good starting points. Carlos, my university doesn't have access to the document, I requested it to you

The golden rule for integrating real data in agent based model is here

http://www.economicswebinstitute.org/essays/consumers.htm

It has been considered as a major future orientation for abs by Brent Zenobia

https://www.researchgate.net/publication/245131713_Artificial_markets_A_review_and_assessment_of_a_new_venue_for_innovation_research

For a paper on demand trend influence on innovation trajectories of heterogeneous firms see here:

http://www.economicswebinstitute.org/essays/fixedvar.htm

For an agent based model with innovation, finance and advertising see here:

http://www.economicswebinstitute.org/essays/dyncomp.htm

If you are interested in getting the code and discuss how to include real data into such models, feel free to contact me.

Article Artificial markets: A review and assessment of a new venue f...

I came acros the SKIN project recently, maybe this is of help for you:

http://cress.soc.surrey.ac.uk/SKIN/home