Contents
Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Emanuele Crisostomi, Bissan Ghaddar, Florian Häusler,
Joe Naoum-Sawaya, Giovanni Russo and Robert Shorten
The Mathematics of Sharing
Optimization Methods: An Applications-Oriented Primer . . . . . . . . . . . 5
Antonio Frangioni and Laura Galli
Networked Systems Theory: Distributed Algorithms for Optimal
Cooperation of Dynamical Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
Lucia Pallottino
On Distributed Generalized Nash Equilibrium Seeking . . . . . . . . . . . . . 39
Sergio Grammatico
Queueing Theory in the Context of Shared Resources . . . . . . . . . . . . . . 51
Christopher King
Enablers for Collaborative Consumption
Advances in Cloud Computing, Wireless Communications
and the Internet of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71
Gopika Premsankar and Mario Di Francesco
Distributed Ledger Technologies and the Collaborative Economy . . . . . 95
Pietro Ferraro and Daniel Conway
Sharing Economy: A Business Perspective . . . . . . . . . . . . . . . . . . . . . . . 109
Paolo Roma
Distributed Algorithms for Internet-of-Things-Enabled Prosumer
Markets: A Control Theoretic Perspective . . . . . . . . . . . . . . . . . . . . . . . 125
Syed Eqbal Alam, Robert Shorten, Fabian Wirth and Jia Yuan Yu
Negotiation Approaches for Sharing Systems . . . . . . . . . . . . . . . . . . . . . 151
Pierre Pinson, Fabio Moret, Thomas Baroche
and Athanasios Papakonstantinou
Behaviour Change for the Sharing Economy . . . . . . . . . . . . . . . . . . . . . 173
Léa Deleris and Pól Mac Aonghusa
Platforms and New Use Cases
Sharing Data in Automotive Applications . . . . . . . . . . . . . . . . . . . . . . . 191
Joachim Taiber
On Parsing Shared Information: An Application from the Connected
Car Domain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 205
Rodrigo Ordóñez-Hurtado, Giovanni Russo, Sam Sinnott
and Robert Shorten
Mobility on Demand in the United States. . . . . . . . . . . . . . . . . . . . . . . . 227
Susan Shaheen and Adam Cohen
Data-Driven Rebalancing Methods for Bike-Share Systems . . . . . . . . . . 255
Daniel Freund, Ashkan Norouzi-Fard, Alice Paul, Carter Wang,
Shane G. Henderson and David B. Shmoys
Peer-to-Peer Energy Trading . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 279
Thomas Morstyn and Malcolm D. McCulloch
Healthcare and the Sharing Economy . . . . . . . . . . . . . . . . . . . . . . . . . . 301
Jad Bitar
Industry4.0 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 309
Edoardo Calia and Davide D’Aprile
Industry 4.0 and The Sharing Economy . . . . . . . . . . . . . . . . . . . . . . . . . 335
Robert Shorten, John Oliver, Deirdre Clayton, Ammar Malik
and Hugo Lhachemi
Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 347
Emanuele Crisostomi, Bissan Ghaddar, Florian Häusler,
Joe Naoum-Sawaya, Giovanni Russo and Robert Shorten
Introduction
This edited volume grew out of our shared interest in one of the most disruptive, and paradoxically, oldest ideas, currently shaping businesses across the globe: collaborative consumption. Collaborative consumption, or the sharing economy as it is also known, refers to businesses that are based on sharing resources and services, as opposed to traditional ownership-based models. Driven by widespread connectivity, new technology bricks such as blockchain and 3D printing, and more informed consumers, this new paradigm is causing a wave of disruption across industries, and is leading to empowerment of citizens and communities in ways that were unimaginable just a short time ago. Prominent examples are the peer-to-peer lodging company Airbnb, transportation network companies such as Uber, and various online platforms which facilitate the exchange of services among users. This new class of business models is fundamentally different from the current standard approaches.
A key component of the sharing economy is the rise of the prosumer; that is the traditional consumer is replaced by a prosumer who both produces and consumes resources. This can make sharing economies both resilient and efficient, but not without significant challenges. For example, issues of fairness, dimensioning, and social compliance, and increasingly the orchestration of both humans and machines, are all issues that go to the heart of the design of sharing economy models. However, notwithstanding these challenges, market forces driving the emergence of a shared economy are irresistible, and many large corporations aremoving quickly to develop new shared services. Roughly speaking, opportunities around shared products give rise to a number of sharing models [1]. First, services based on opportunistic sharing of resources exploit the availability of idle resources and are facilitated by ubiquitous mobile connectivity. Second, in federated sharing, sharing efficiency is achieved by aggregating the demand of many users and their available resources. Finally, driven by the success of existing shared services, a number of large companies are already exploring ways to design products with the specific objective of these products being shared.
Our objective in this book is to provide a somewhat holistic overview of sharing economy systems. The design of sharing economy products is driving not only new and innovative businessmodels, but also innovation in technology, in business, and in the creation of newservices. It iswith this background in mind that we have organised this edited volume. First we give an overview of some of the mathematics that is of use in designing shared services; then we speak about some of the technologies that are enabling this revolution; and finally, we present a number of use cases that illustrate some of the services that are emerging in this area.
Finally, while this book has grown out of our common interest in this new area, we are very grateful to the Danish ForskEL Energy Collective project (grant no. 2016-1-12530) and to the Science Foundation Ireland Analytics for the Sharing Economy Project (grant 16/IA/4610), both of which fostered and enabled some of the collaboration that gave rise to this book.