Introduction to innovation analytics
Kapitel i bok, 2023

Innovation analytics (IA) is an emerging paradigm that integrates advances in the data engineering field, innovation field, and artificial intelligence field to support and manage the entire life cycle of a product and pro-cesses. In this chapter, we have identified several possibilities where ana-lytics can help in innovation. First, we aim to explain using a few cases how analytics can help in innovating new products to the market specifi-cally through collaborative engagement of designers and data. Second, we will explain the use of artificial intelligence (AI) techniques in the manu-facturing context, which progresses at different levels, i.e., from process, function to function interaction, and factory-level innovations.

Bottleneck management

Artificial Intelligence

Innovation analytics

Författare

Mukund Subramaniyan

Chalmers, Industri- och materialvetenskap, Produktionssystem

Nachiappan Subramanian

University of Sussex

S.G. Ponnambalam

VIT University

Mukund Janardhanan

University Of Leicester

Innovation Analytics : Tools for Competitive Advantage

1-16
978-1-78634-999-6 (ISBN)

Ämneskategorier

Produktionsteknik, arbetsvetenskap och ergonomi

Annan maskinteknik

Övrig annan teknik

Styrkeområden

Produktion

DOI

10.1142/9781786349989_0001

Mer information

Senast uppdaterat

2024-06-11