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This timely Handbook demonstrates how AI can be used to create circular economies with the goal of reducing waste, reusing waste products and protecting the planet. Leading scholars from across the globe highlight the potential of circular economies to transform operational approaches, moving beyond the traditional and unsustainable 'take-make-dispose' model.
Through extensive research and case studies, this Handbook illustrates how AI can facilitate the shift to a circular economy by optimizing a decision-making framework that results in better choices, more efficient processes and streamlined outcomes. By adopting interdisciplinary perspectives which draw on sustainability, operations and ethics studies, contributing authors analyze the benefits of AI in key areas, including healthcare, supply chains, marketing, product design and manufacturing. Ultimately, this Handbook outlines how AI can reduce the complexity of circular transitions to accelerate systemic, cross-sector change.
The Handbook on Artificial Intelligence and the Circular Economy is a valuable resource for scholars and students of environmental policy, environmental economics, technology management, industrial engineering and human geography. It is also useful for policy-makers, business managers and operations and supply chain management professionals interested in the practical applications of AI to enhance sustainability.
Contents
Contents
PART I FOUNDATIONS AND STRATEGIC PERSPECTIVES OF AI IN THE
CIRCULAR ECONOMY
1 Introduction to the handbook on AI and the circular economy 2
Ashutosh Samadhiya, Anil Kumar, Samuel O. Idowu and Pankaj Dutta
2 Artificial intelligence as a catalyst for the circular economy: trends and
future direction 12
Jayalaxmi Samal, Ashyashree Praharaj, Ashok Kumar Patra and
Biswajit Prasad Chhatoi
3 Supporting the circular economy using digital technologies in operations
management processes 28
Das Suman Suman Kumar and Nicola Saccani
4 AI and traditional wisdom: Bridging modernity and tradition in strategic
decision-making 39
Pragati Kachhi, Kritika Tekwani and Akanksha Singh
5 The role of AI in driving circular economy governance in mergers and
acquisitions of Indian chemical industries 62
Biswadeep Dutta
6 The impact of AI on privacy law: investigation on data protection in the
modern era 80
Abhilasha Khare, Aditya Kedari and Pranjali Bawane
PART II AI IN SUSTAINABLE PRODUCT DESIGN, MANUFACTURING,
AND INDUSTRIAL EFFICIENCY
7 AI and sustainable product design 95
Ananya Mishra and Pradeep Kautish
8 Artificial intelligence as an enabler of remanufacturing in circular
economy system: a systematic literature review 110
Farheen Naz, Ashutosh Samadhiya, Anil Kumar, Samuel O. Idowu and
Pankaj Dutta
9 Predicting manufacturing defects using machine learning algorithms 123
Gopi R., Aditya Sharma , Savita Sangam and Saurabh Pratap
10 A data analytics approach for the selection of suppliers for achieving better
sustainability of the manufacturing industries 140
Swarup Paul Paul
11 Agents-based model for MODFJSP with efficient energy consumption 156
Manojkumar Pal, Murari Lal Mittal, Sagar Ghuge and Surya Prakash
12 Challenges and implementation of AI for resource efficiency and waste
reduction in MSMEs in India 166
Lalit Kumar
PART III AI IN CIRCULAR SUPPLY CHAINS, GREEN LOGISTICS, AND
ECO-MARKETING
13 Ethical logistics and green supply chain management 183
Hajar Fatorachian
14 Integrating emerging technologies in circular supply chains: a review of
key trends and a way ahead 204
Ashutosh Mishra, Akshay Dvivedi and Pradeep Kumar
15 Implementing sustainable practices in Amazon's supply chain management
system 222
Chinmay Mali and Sujay Naik
16 Multi-objective 4-dimensional green transportation problem for multi-
items through IoT driven vehicle velocity 242
Md Samim Aktar and Deepak Sharma
17 Decoding eco-purchases: the interplay of green packaging, environmental
awareness and brand image 261
Rajesh Moharana, Himanshi Garg and Sonalika Sarangi
PART IV AI FOR SUSTAINABLE HEALTHCARE, ENERGY, AND DIGITAL
INNOVATION
18 Sustainable digital health: integrating AI and circular economy principles 282
Kavita Rawat Garg, Krishan Kumar Pandey and Gaurav Kabra
19 AI-enabled healthcare waste sorting using a multi-layer perceptron
algorithm and its validation with Kolmogorov-Arnold networks 301
Ananya Kapoor, Vaibhav Sharma and Rajeev Agrawal
20 Optimizing renewable energy system maintenance: an integrated approach
of GA with ML techniques 323
Nisha T. N. and Vijayakumar Bharathi S.
21 Leveraging technology for digital green financing and renewable energy:
public opinion and emerging trends in India 345
Varsha R. and Nayana N.
22 Leveraging AI for sustainable agile practices: strategies for green software
development 367
Pooja R. Nair and Krishnan Ramanathan
