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Meder F, Baytekin B, Del Dottore E, Meroz Y, Tauber F, Walker I, Mazzolai B. A perspective on plant robotics: from bioinspiration to hybrid systems. BIOINSPIRATION & BIOMIMETICS 2022; 18:015006. [PMID: 36351300 DOI: 10.1088/1748-3190/aca198] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 11/09/2022] [Indexed: 06/16/2023]
Abstract
As miscellaneous as the Plant Kingdom is, correspondingly diverse are the opportunities for taking inspiration from plants for innovations in science and engineering. Especially in robotics, properties like growth, adaptation to environments, ingenious materials, sustainability, and energy-effectiveness of plants provide an extremely rich source of inspiration to develop new technologies-and many of them are still in the beginning of being discovered. In the last decade, researchers have begun to reproduce complex plant functions leading to functionality that goes far beyond conventional robotics and this includes sustainability, resource saving, and eco-friendliness. This perspective drawn by specialists in different related disciplines provides a snapshot from the last decade of research in the field and draws conclusions on the current challenges, unanswered questions on plant functions, plant-inspired robots, bioinspired materials, and plant-hybrid systems looking ahead to the future of these research fields.
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Affiliation(s)
- Fabian Meder
- Bioinspired Soft Robotics, Istituto Italiano di Tecnologia, Genoa, Italy
| | - Bilge Baytekin
- Department of Chemistry and UNAM National Nanotechnology Research Center, Bilkent University, Ankara, Turkey
| | | | - Yasmine Meroz
- School of Plant Sciences and Food Security, Tel Aviv University, Tel Aviv, Israel
| | - Falk Tauber
- Plant Biomechanics Group (PBG) Freiburg, Botanic Garden of the University of Freiburg, Freiburg, Germany
- Cluster of Excellence livMatS @ FIT-Freiburg Center for Interactive Materials and Bioinspired Technologies, University of Freiburg, Freiburg, Germany
| | - Ian Walker
- Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, United States of America
| | - Barbara Mazzolai
- Bioinspired Soft Robotics, Istituto Italiano di Tecnologia, Genoa, Italy
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Luthfikasari R, Patil TV, Patel DK, Dutta SD, Ganguly K, Espinal MM, Lim KT. Plant-Actuated Micro-Nanorobotics Platforms: Structural Designs, Functional Prospects, and Biomedical Applications. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2022; 18:e2201417. [PMID: 35801427 DOI: 10.1002/smll.202201417] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 06/14/2022] [Indexed: 06/15/2023]
Abstract
Plants are anatomically and physiologically different from humans and animals; however, there are several possibilities to utilize the unique structures and physiological systems of plants and adapt them to new emerging technologies through a strategic biomimetic approach. Moreover, plants provide safe and sustainable results that can potentially solve the problem of mass-producing practical materials with hazardous and toxic side effects, particularly in the biomedical field, which requires high biocompatibility. In this review, it is investigated how micro-nanostructures available in plants (e.g., nanoparticles, nanofibers and their composites, nanoporous materials, and natural micromotors) are adapted and utilized in the design of suitable materials for a micro-nanorobot platform. How plants' work on micro- and nanoscale systems (e.g., surface roughness, osmotically induced movements such as nastic and tropic, and energy conversion and harvesting) that are unique to plants, can provide functionality on the platform and become further prospective resources are examined. Furthermore, implementation across organisms and fields, which is promising for future practical applications of the plant-actuated micro-nanorobot platform, especially on biomedical applications, is discussed. Finally, the challenges following its implementation in the micro-nanorobot platform are also presented to provide advanced adaptation in the future.
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Affiliation(s)
- Rachmi Luthfikasari
- Department of Biosystems Engineering, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Tejal V Patil
- Department of Biosystems Engineering, Kangwon National University, Chuncheon, 24341, Republic of Korea
- Interdisiplinary Program in Smart Agriculture, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Dinesh K Patel
- Institute of Forest Science, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Sayan Deb Dutta
- Department of Biosystems Engineering, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Keya Ganguly
- Department of Biosystems Engineering, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Maria Mercedes Espinal
- Department of Biosystems Engineering, Kangwon National University, Chuncheon, 24341, Republic of Korea
| | - Ki-Taek Lim
- Department of Biosystems Engineering, Kangwon National University, Chuncheon, 24341, Republic of Korea
- Interdisiplinary Program in Smart Agriculture, Kangwon National University, Chuncheon, 24341, Republic of Korea
- Institute of Forest Science, Kangwon National University, Chuncheon, 24341, Republic of Korea
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Mazzolai B, Walker I, Speck T. Editorial: Generation Growbots: Materials, Mechanisms, and Biomimetic Design for Growing Robots. Front Robot AI 2021; 8:711942. [PMID: 34212009 PMCID: PMC8239189 DOI: 10.3389/frobt.2021.711942] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 05/27/2021] [Indexed: 11/15/2022] Open
Affiliation(s)
- Barbara Mazzolai
- Bioinspired Soft Robotics Laboratory, Istituto Italiano di Tecnologia, Genova, Italy
| | - Ian Walker
- Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, United States
| | - Thomas Speck
- Botanic Garten and Cluster of Excellence livMatS, University of Freiburg, Freiburg, Germany
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Mazzolai B, Tramacere F, Fiorello I, Margheri L. The Bio-Engineering Approach for Plant Investigations and Growing Robots. A Mini-Review. Front Robot AI 2020; 7:573014. [PMID: 33501333 PMCID: PMC7806088 DOI: 10.3389/frobt.2020.573014] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 08/18/2020] [Indexed: 12/14/2022] Open
Abstract
It has been 10 years since the publication of the first article looking at plants as a biomechatronic system and as model for robotics. Now, roboticists have started to look at plants differently and consider them as a model in the field of bioinspired robotics. Despite plants have been seen traditionally as passive entities, in reality they are able to grow, move, sense, and communicate. These features make plants an exceptional example of morphological computation - with probably the highest level of adaptability among all living beings. They are a unique model to design robots that can act in- and adapt to- unstructured, extreme, and dynamically changing environments exposed to sudden or long-term events. Although plant-inspired robotics is still a relatively new field, it has triggered the concept of growing robotics: an emerging area in which systems are designed to create their own body, adapt their morphology, and explore different environments. There is a reciprocal interest between biology and robotics: plants represent an excellent source of inspiration for achieving new robotic abilities, and engineering tools can be used to reveal new biological information. This way, a bidirectional biology-robotics strategy provides mutual benefits for both disciplines. This mini-review offers a brief overview of the fundamental aspects related to a bioengineering approach in plant-inspired robotics. It analyses the works in which both biological and engineering aspects have been investigated, and highlights the key elements of plants that have been milestones in the pioneering field of growing robots.
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Affiliation(s)
- Barbara Mazzolai
- Center for Micro-BioRobotics, Istituto Italiano di Tecnologia, Pontedera, Italy
| | - Francesca Tramacere
- Center for Micro-BioRobotics, Istituto Italiano di Tecnologia, Pontedera, Italy
| | - Isabella Fiorello
- Center for Micro-BioRobotics, Istituto Italiano di Tecnologia, Pontedera, Italy
- The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Laura Margheri
- Center for Micro-BioRobotics, Istituto Italiano di Tecnologia, Pontedera, Italy
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Frazier PA, Jamone L, Althoefer K, Calvo P. Plant Bioinspired Ecological Robotics. Front Robot AI 2020; 7:79. [PMID: 33501246 PMCID: PMC7805641 DOI: 10.3389/frobt.2020.00079] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Accepted: 05/08/2020] [Indexed: 12/30/2022] Open
Abstract
Plants are movers, but the nature of their movement differs dramatically from that of creatures that move their whole body from point A to point B. Plants grow to where they are going. Bio-inspired robotics sometimes emulates plants' growth-based movement; but growing is part of a broader system of movement guidance and control. We argue that ecological psychology's conception of "information" and "control" can simultaneously make sense of what it means for a plant to navigate its environment and provide a control scheme for the design of ecological plant-inspired robotics. In this effort, we will outline several control laws and give special consideration to the class of control laws identified by tau theory, such as time to contact.
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Affiliation(s)
- P. Adrian Frazier
- MINTLab - Minimal Intelligence Lab, Universidad de Murcia, Murcia, Spain
- Center for the Ecological Study of Perception and Action University of Connecticut, Storrs, CT, United States
| | - Lorenzo Jamone
- Centre for Advanced Robotics @ Queen Mary (ARQ), School of Electronic Engineering and Computer Science, Queen Mary University of London, London, United Kingdom
| | - Kaspar Althoefer
- Centre for Advanced Robotics @ Queen Mary (ARQ), School of Electronic Engineering and Computer Science, Queen Mary University of London, London, United Kingdom
| | - Paco Calvo
- MINTLab - Minimal Intelligence Lab, Universidad de Murcia, Murcia, Spain
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Skrzypczak T, Krela R, Kwiatkowski W, Wadurkar S, Smoczyńska A, Wojtaszek P. Plant Science View on Biohybrid Development. Front Bioeng Biotechnol 2017; 5:46. [PMID: 28856135 PMCID: PMC5558049 DOI: 10.3389/fbioe.2017.00046] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 07/24/2017] [Indexed: 01/07/2023] Open
Abstract
Biohybrid consists of a living organism or cell and at least one engineered component. Designing robot-plant biohybrids is a great challenge: it requires interdisciplinary reconsideration of capabilities intimate specific to the biology of plants. Envisioned advances should improve agricultural/horticultural/social practice and could open new directions in utilization of plants by humans. Proper biohybrid cooperation depends upon effective communication. During evolution, plants developed many ways to communicate with each other, with animals, and with microorganisms. The most notable examples are: the use of phytohormones, rapid long-distance signaling, gravity, and light perception. These processes can now be intentionally re-shaped to establish plant-robot communication. In this article, we focus on plants physiological and molecular processes that could be used in bio-hybrids. We show phototropism and biomechanics as promising ways of effective communication, resulting in an alteration in plant architecture, and discuss the specifics of plants anatomy, physiology and development with regards to the bio-hybrids. Moreover, we discuss ways how robots could influence plants growth and development and present aims, ideas, and realized projects of plant-robot biohybrids.
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Affiliation(s)
- Tomasz Skrzypczak
- Faculty of Biology, Department of Molecular and Cellular Biology, Adam Mickiewicz University in Poznań, Poznań, Poland
| | - Rafał Krela
- Faculty of Biology, Department of Molecular and Cellular Biology, Adam Mickiewicz University in Poznań, Poznań, Poland
| | - Wojciech Kwiatkowski
- Faculty of Biology, Department of Molecular and Cellular Biology, Adam Mickiewicz University in Poznań, Poznań, Poland
| | - Shraddha Wadurkar
- Faculty of Biology, Department of Molecular and Cellular Biology, Adam Mickiewicz University in Poznań, Poznań, Poland
| | - Aleksandra Smoczyńska
- Faculty of Biology, Department of Gene Expression, Adam Mickiewicz University in Poznań, Poznań, Poland
| | - Przemysław Wojtaszek
- Faculty of Biology, Department of Molecular and Cellular Biology, Adam Mickiewicz University in Poznań, Poznań, Poland
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Adamatzky A, Sirakoulis GC, Martínez GJ, Baluška F, Mancuso S. On plant roots logical gates. Biosystems 2017; 156-157:40-45. [PMID: 28428118 DOI: 10.1016/j.biosystems.2017.04.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2016] [Revised: 04/03/2017] [Accepted: 04/06/2017] [Indexed: 12/23/2022]
Abstract
Theoretical constructs of logical gates implemented with plant roots are morphological computing asynchronous devices. Values of Boolean variables are represented by plant roots. A presence of a plant root at a given site symbolises the logical True, an absence the logical False. Logical functions are calculated via interaction between roots. Two types of two-inputs-two-outputs gates are proposed: a gate 〈x, y〉→〈xy, x+y〉 where root apexes are guided by gravity and a gate 〈x,y〉→〈x¯y,x〉 where root apexes are guided by humidity. We propose a design of binary half-adder based on the gates.
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Affiliation(s)
| | - Georgios Ch Sirakoulis
- Department of Electrical & Computer Engineering, Democritus University of Thrace, Xanthi, Greece; Unconventional Computing Laboratory, UWE, Bristol, UK
| | - Genaro J Martínez
- Superior School of Computer Sciences, National Polytechnic Institute, Mexico; Unconventional Computing Laboratory, UWE, Bristol, UK
| | - Frantisek Baluška
- Institute of Cellular and Molecular Botany, University of Bonn, Germany
| | - Stefano Mancuso
- International Laboratory of Plant Neurobiology, University of Florence, Italy
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Soft Plant Robotic Solutions: Biological Inspiration and Technological Challenges. EMERGENCE, COMPLEXITY AND COMPUTATION 2017. [DOI: 10.1007/978-3-319-33921-4_27] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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Dollens D. Autopoiesis + extended cognition + nature = can buildings think? Commun Integr Biol 2015; 8:e994373. [PMID: 26478784 PMCID: PMC4594259 DOI: 10.4161/19420889.2014.994373] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Revised: 11/11/2014] [Accepted: 11/13/2014] [Indexed: 12/05/2022] Open
Abstract
To incorporate metabolic, bioremedial functions into the performance of buildings and to balance generative architecture's dominant focus on computational programming and digital fabrication, this text first discusses hybridizing Maturana and Varela's biological theory of autopoiesis with Andy Clark's hypothesis of extended cognition. Doing so establishes a procedural protocol to research biological domains from which design could source data/insight from biosemiotics, sensory plants, and biocomputation. I trace computation and botanic simulations back to Alan Turing's little-known 1950s Morphogenetic drawings, reaction-diffusion algorithms, and pioneering artificial intelligence (AI) in order to establish bioarchitecture's generative point of origin. I ask provocatively, Can buildings think? as a question echoing Turing's own, "Can machines think?"
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Affiliation(s)
- Dennis Dollens
- ESARQ School of Architecture; Universitat Internacional de Catalunya ; Barcelona, Spain
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Kawano T, Bouteau F, Mancuso S. Finding and defining the natural automata acting in living plants: Toward the synthetic biology for robotics and informatics in vivo. Commun Integr Biol 2012; 5:519-26. [PMID: 23336016 PMCID: PMC3541313 DOI: 10.4161/cib.21805] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
The automata theory is the mathematical study of abstract machines commonly studied in the theoretical computer science and highly interdisciplinary fields that combine the natural sciences and the theoretical computer science. In the present review article, as the chemical and biological basis for natural computing or informatics, some plants, plant cells or plant-derived molecules involved in signaling are listed and classified as natural sequential machines (namely, the Mealy machines or Moore machines) or finite state automata. By defining the actions (states and transition functions) of these natural automata, the similarity between the computational data processing and plant decision-making processes became obvious. Finally, their putative roles as the parts for plant-based computing or robotic systems are discussed.
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Affiliation(s)
- Tomonori Kawano
- Faculty and Graduate School of Environmental Engineering; The University of Kitakyushu; Kitakyushu, Japan ; LINV @ Kitakyushu Research Center; Kitakyushu, Japan ; LINV @ Firenze; Department of Plant Soil and Environmental Science; University of Florence; Sesto Fiorentino, Italy ; Paris Interdisciplinary Energy Research Institute (PIERI); Paris, France
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