Industrial Excess: Data Storage, Energy and Utility Planning Before, During and After Digital Industrialisation
Abstract
Excess is usually understood in research as the point at which materiality gets too much. This article shows instead that materiality is always already excessive. The energy utility workers in our study convey that any product making industry also makes excess. In their view, excess as an energetic form is impossible to eliminate from industrial operations. Excess can be reduced, but complete elimination is only possible if industrial operation did not exist. This concretised state of excess becomes apparent when studying the plans facilitating digital industries’ expansion projects. We focus on an implemented utility infrastructure plan for connecting a ‘big tech’ hyperscale datacentre to a public energy system and the classification work it involves. This particular plan leads us to the analytical object of industrial excess. Despite the high impact on public infrastructures and energy consumption, utility plans and these connections with industrialisation projects have been overlooked within scholarship on the digital economy and datacentres. We call this process of connection-making digital industrialisation. Our ethnography with utility workers in Odense, Denmark, shows three analytical entries of boundaries, scales, and admission points into the practices of planning for, with and against excess in connecting expanding industries to publicly owned, non-profitable utility infrastructure. The utility plan shields the energy system against high pollution impacts of digital industrialisation at a municipal scale but exposes its climatic consequences at a transnational scale. The notion of industrial excess devise how forms of industrial product-making and consumptions of industrial products are infrastructurally normalized, and which are not, ultimately giving insight into the radical potential of the non-profitable utility as a figure for ecological transformation.
References
Ahmann, Chloe, and Alison Kenner. 2020. “Breathing Late Industrialism.” Engaging Science, Technology, and Society 6(Nov): 416–38.
https://doi.org/10.17351/ests2020.673.
Alexander, Catherine, and Joshua Reno, eds. 2012. Economies of Recycling: The Global Transformation of Materials, Values and Social Relations. London: Zed Books.
Au, Yung. 2024. “Data Centres on the Moon and Other Tales: A Volumetric and Elemental Analysis of the Coloniality of Digital Infrastructures.” Territory, Politics, Governance 12(1): 12–30.
https://doi.org/10.1080/21622671.2022.2153160.
Ballestero, Andrea, and Yesmar Oyarzun. 2022. “Devices: A Location for Feminist Analytics and Praxis.” Feminist Anthropology 3(2): 227–33.
https://doi.org/10.1002/fea2.12108.
Balzam, Guy, and Noam Yuran. 2022. “Assetization and the Logic of Venture Capital, or Why Facebook Does Not ‘Feel’ Like a Monopoly to Zuckerberg.” Science as Culture 31(1): 107–20.
https://doi.org/10.1080/09505431.2021.1990874.
Barclay, William J., Jr., and Mitchell Stengel. 1975. “Surplus and Surplus Value.” Review of Radical Political Economics 7(4): 48–64.
https://doi.org/10.1177/048661347500700404.
Bataille, Georges. [1949] 1991. The Accursed Share, Volume 1. Translated by Robert Hurley. New York: Zone Books.
⸻. 1985. Visions of Excess: Selected Writings 1927–1939. Edited by Allan Stoekl. Translated by Carl R. Lovitt and Donald M. Leslie Jr. Minneapolis: University of Minnesota Press.
Birch, Kean, and Kelly Bronson. 2022. “Big Tech.” Science as Culture 31(1): 1–14.
https://doi.org/10.1080/09505431.2022.2036118.
Boudia, Soraya, Angela N. H. Creager, Scott Frickel, and Emmanuel Henry, et al. 2018. “Residues: Rethinking Chemical Environments.” Engaging Science, Technology, and Society 4: 165–78.
https://doi.org/10.17351/ests2018.245.
Bowker, Geoffrey, and Susan Leigh Star. 1999. Sorting Things Out: Classification and Its Consequences. Cambridge, MA: MIT Press.
Bresnihan, Patrick, and Patrick Brodie. 2021. “New Extractive Frontiers in Ireland and the Moebius Strip of Wind/Data.” Environment and Planning E: Nature and Space 4(4): 1645–64.
https://doi.org/10.1177/2514848620970121.
Brodie, Patrick. 2020. “Stuck in Mud in the Fields of Athenry’: Apple, Territory, and Popular Politics.” Culture Machine 19: 1–34.
⸻. 2021. “Hosting Cultures: Placing the Global Data Centre ‘Industry.’” Canadian Journal of Communication 46(2): 151–76.
https://doi.org/10.22230/cjc.2021v46n2a3773.
Buck, Holly Jean. 2022. “Mining the Air: Political Ecologies of the Circular Carbon Economy.” Environment and Planning E: Nature and Space 5(3): 1086–1105.
https://doi.org/10.1177/25148486211061452.
Buck, Holly Jean, Wim Carton, Jens Friis Lund, and Nils Markusson. 2023. “Countries’ Long-Term Climate Strategies Fail to Define Residual Emissions.” Nature Climate Change 13(4): 317–319.
https://doi.org/10.1038/s41558-023-01614-7.
Burrell, Jenna. 2020. “On Half-Built Assemblages: Waiting for a Data Center in Prineville, Oregon.” Engaging Science, Technology, and Society 6(June): 283–305.
https://doi.org/10.17351/ests2020.447.
Callon, Michel. 1998. “An Essay on Framing and Overflowing: Economic Externalities Revisited by Sociology.” The Sociological Review 46(1): 244–69.
https://doi.org/10.1111/j.1467-954X.1998.tb03477.x.
Campbell, Nancy D. 2022. “Transnationalizing Critical Drug Studies.” Engaging Science, Technology, and Society 8(3): 63–86.
https://doi.org/10.17351/ests2022.873.
Carton, Wim, Adeniyi Asiyanbi, Silke Beck, and Holly J. Buck, et al. 2020. “Negative Emissions and the Long History of Carbon Removal.” WIREs Climate Change 11(6): e671.
https://doi.org/10.1002/wcc.671.
Caussarieu, Maëlle. 2021. “Energy System Transition in the Making: Case Study of Greater Copenhagen District Heating Network.” PhD diss., Aalborg University.
https://doi.org/10.54337/aau443829316.
Chen, Zhuo, Bryan Tilt, and Shaozeng Zhang. 2022. “Epistemic Turbulence in Renewable Energy Engineering on the Chinese ‘Belt and Road.’” Engaging Science, Technology, and Society 8(2): 14–34.
https://doi.org/10.17351/ests2022.1161.
Childs, Quincy. 2022. “‘This Has Nothing to Do with Clouds’: A Decolonial Approach to Data Centers in the Node Pole.” Commonplace, June 29, 2022.
https://doi.org/10.21428/6ffd8432.59c985d5.
Choy, Timothy. 2020. “A Commentary: Breathing Together Now.” Engaging Science, Technology, and Society 6(Nov): 586–90.
https://doi.org/10.17351/ests2020.771.
Cirolia, Liza Rose, Rike Sitas, Andrea Pollio, and Alexis Gatoni Sebarenzi, et al. 2023. “Silicon Savannahs and Motorcycle Taxis: A Southern Perspective on the Frontiers of Platform Urbanism.” Environment and Planning A: Economy and Space 55(8): 1989–2008.
https://doi.org/10.1177/0308518X231170193.
CLEAR. 2021. CLEAR Lab Book: A Living Manual of Our Values, Guidelines, and Protocols. Vol. 3.0. St. John’s, NL: Civic Laboratory for Environmental Action Research, Memorial University of Newfoundland and Labrador.
https://civiclaboratory.nl/clear-lab-book/.
Cooper, Zane Griffin Talley. 2021. “Of Dog Kennels, Magnets, and Hard Drives: Dealing with Big Data Peripheries.” Big Data & Society 8(2): 20539517211015430.
https://doi.org/10.1177/20539517211015430.
Corvellec, Hervé, Alison F. Stowell, and Nils Johansson. 2022. “Critiques of the Circular Economy.” Journal of Industrial Ecology 26(2): 421–32.
https://doi.org/10.1111/jiec.13187.
Cowen, Deborah. 2014. The Deadly Life of Logistics: Mapping Violence in Global Trade. Minneapolis: University of Minnesota Press.
Daggett, Cara New. 2019. The Birth of Energy: Fossil Fuels, Thermodynamics, & The Politics of Work. Durham, NC: Duke University Press.
Daniel, François-Joseph. 2022. “Industrializing Bacterial Work: Microbiopolitics, Biogas Alchemy, and the French Waste Management Sector.” Science, Technology, & Human Values 48(5): 1223-1244.
https://doi.org/10.1177/01622439221119851.
Danish Energy Agency. 2022a. “Analyseforudsætninger Til Energinet 2022: Datacentre.”
https://ens.dk/analyser-og-statistik/analyseforudsaetninger-til-energinet.
⸻. 2022b. “Klimastatus Og -Fremskrivning.”
https://ens.dk/analyser-og-statistik/klimastatus-og-fremskrivning.
Dunlop, Tessa. 2022. “Energy Efficiency: The Evolution of a Motherhood Concept.” Social Studies of Science 52(5): 710–32.
https://doi.org/10.1177/03063127221096171.
Dyrbye, Holger, and Jørgen Thomsen. 1999. Spænding i Fællesskab: I/S Fynsværket 50 Odense År [Collective Current. 50th Anniversary of the Fyn Energy Plant General Partnership].
Edensor, Tim. 2005. “The Ghosts of Industrial Ruins: Ordering and Disordering Memory in Excessive Space.” Environment and Planning D: Society and Space 23(6): 829–49.
Energy Supply. 2019. “Kritik: Facebook-datacenter bliver 100 procent CO2-neutralt - med norsk vind,” September 12, 2019.
Ensmenger, Nathan. 2021. “The Cloud is a Factory”. In Your Computer Is on Fire, edited by Thomas S. Mullaney, Benjamin Peters, Mar Hicks, and Kavita Philip, 29–49. Cambridge, MA: MIT Press.
Fortun, Kim. 2012. “Ethnography in Late Industrialism.” Cultural Anthropology 27(3): 446–64.
https://doi.org/10.1111/j.1548-1360.2012.01153.x.
⸻. 2014. “From Latour to Late Industrialism.” HAU: Journal of Ethnographic Theory 4(1): 309–29.
https://doi.org/10.14318/hau4.1.017.
⸻. 2021. “Cultural Analysis In/Of the Anthropocene.” Hamburger Journal Für Kulturanthropologie (HJK) 13: 15–35.
https://journals.sub.uni-hamburg.de/hjk/article/view/1696.
Goldstein, Jesse. 2018. Planetary Improvement: Cleantech Entrepreneurship and the Contradictions of Green Capitalism. Cambridge, MA: MIT Press.
Gonzalez Monserrate, Steven. 2023. “Thermotemporalities, Thermomasculinities: Uptime, Downtime, and Server Heat in the Digital Anthropocene.” New Media & Society 25(2): 324–44.
https://doi.org/10.1177/14614448221149938.
Greene, Daniel. 2022. “Landlords of the Internet: Big Data and Big Real Estate.” Social Studies of Science 52(6): 904–27.
https://doi.org/10.1177/03063127221124943.
Grosz, Elisabeth A. 2001. Architecture from the Outside: Essays on Real and Virtual Space. Cambridge, MA: MIT Press.
Günel, Gökçe. 2022. “Accumulation: Exploring the Materiality of Energy Infrastructure.” In The Palgrave Handbook of the Anthropology of Technology, edited by Maja Hojer Bruun, Ayo Wahlberg, Rachel Douglas-Jones, Cathrine Hasse, Klaus Hoeyer, Dorthe Brogård Kristensen, and Brit Ross Winthereik, 689–702. Singapore: Springer.
Haraway, Donna. 1997. Modest_Witness@Second_Millennium.FemaleMan_Meets_OncoMouse. New York: Routledge.
Hockenberry, Matthew. 2021. “Redirected Entanglements in the Digital Supply Chain.” Cultural Studies 35(4–5): 641–62.
https://doi.org/10.1080/09502386.2021.1895242.
Hogan, Mél. 2018. “Big Data Ecologies.” Ephemera: Theory & Politics in Organization 18(3): 631–57.
https://ephemerajournal.org/contribution/big-data-ecologies.
⸻. 2021. “The Data Center Industrial Complex.” In Saturation: An Elemental Politics, edited by Melody Jue and Refico Ruiz, 283-305. Durham, NC: Duke University Press.
Hogan, Mél, Dustin Edwards, and Zane Griffin Talley Cooper. 2022. “5 Things about Critical Data Center Studies: On Elemental Thinking.” Commonplace, October 31, 2022.
https://doi.org/10.21428/6ffd8432.af5934aa.
Huber, Matthew T. 2022. Climate Change as Class War: Building Socialism on a Warming Planet. New York, and London: Verso Books.
Johnson, Alix. 2019. “Data Centers as Infrastructural In-Betweens: Expanding Connections and Enduring Marginalities in Iceland.” American Ethnologist 46(1): 75–88.
https://doi.org/10.1111/amet.12735.
Jørgensen, Bastian. 2021. “Becoming Data-Driven? The Reconfiguration of Work Situations in the Danish Customs and Tax Administration.” PhD diss., IT University of Copenhagen.
Judge, Peter. 2018. “Facebook signs for 294MW of wind power in Norway,” Datacenter Dynamics, May 24, 2025.
https://www.datacenterdynamics.com/en/news/facebook-signs-for-294mw-of-wind-power-in-norway/.
Kobus, James, Ali Ibrahim Nasrallah, and Jim Guidera. 2021. “The Role of Corporate Renewable Power Purchase Agreements in Supporting Wind and Solar Deployment.” Columbia University: Center on Global Energy Policy.
Lehuedé, Sebastián. 2022. “Territories of Data: Ontological Divergences in the Growth of Data Infrastructure.” Tapuya: Latin American Science, Technology and Society 5(1): 2035936.
https://doi.org/10.1080/25729861.2022.2035936.
Levenda, Anthony M, and Dillon Mahmoudi. 2019. “Silicon Forest and Server Farms: The (Urban) Nature of Digital Capitalism in the Pacific Northwest.” Culture Machine 18: 1–18.
https://culturemachine.net/vol-18-the-nature-of-data-centers/silicon-forest-and-server-farms/.
Liboiron, Max, and Josh Lepawsky. 2022. Discard Studies: Wasting, Systems, and Power. Cambridge, MA: MIT Press.
Maguire, James, and Brit Ross Winthereik. 2021. “Digitalizing the State: Data Centres and the Power of Exchange.” Ethnos 86(3): 530–551.
https://doi.org/10.1080/00141844.2019.1660391.
Meta. 2022. “2021 Sustainability Report”. Meta Sustainability. Accessed October 12, 2023.
https://sustainability.atmeta.com/resources/.
Moore, Sarah A. 2009. “The Excess of Modernity: Garbage Politics in Oaxaca, Mexico.” The Professional Geographer 61(4): 426–37.
https://doi.org/10.1080/00330120903143375.
Munn, Luke. 2021. “Imperfect Orchestration: Inside the Data Center’s Struggle for Efficiency.” Computational Culture 8(July).
Murphy, Michelle. 2013. “Distributed Reproduction, Chemical Violence, and Latency.” The Scholar & Feminist Online 11(3).
https://sfonline.barnard.edu/distributed-reproduction-chemical-violence-and-latency/.
⸻. 2017. “Alterlife and Decolonial Chemical Relations.” Cultural Anthropology 32(4): 494–503.
https://doi.org/10.14506/ca32.4.02.
Neilson, Brett, and Tanya Notley. 2019. “Data Centres as Logistical Facilities: Singapore and the Emergence of Production Topologies.” Work Organisation, Labour & Globalisation 13(1): 15–29.
https://doi.org/10.13169/workorgalaboglob.13.1.0015.
Ofrias, Lindsay. 2017. “Invisible Harms, Invisible Profits: A Theory of the Incentive to Contaminate.” Culture, Theory and Critique 58(4): 435–56.
https://doi.org/10.1080/14735784.2017.1357478.
Pan, Darcy. 2022. “Storing Data on the Margins: Making State and Infrastructure in Southwest China.” Information, Communication & Society 25(16): 2412–26.
https://doi.org/10.1080/1369118X.2022.2077125.
Pasek, Anne. 2019. “Managing Carbon and Data Flows: Fungible Forms of Mediation in the Cloud.” Culture Machine 18: 1–15.
Pfotenhauer, Sebastian, Brice Laurent, Kyriaki Papageorgiou, and Jack Stilgoe. 2022. “The Politics of Scaling.” Social Studies of Science 52(1): 3–34.
https://doi.org/10.1177/03063127211048945.
Poon, Martha. 2016. “Corporate Capitalism and the Growing Power of Big Data: Review Essay.” Science, Technology, & Human Values 41(6): 1088–1108.
https://doi.org/10.1177/0162243916650491.
Rossiter, Ned. 2016. Software, Infrastructure, Labor: A Media Theory of Logistical Nightmares. New York: Routledge Taylor & Francis.
Salling, Caroline Anna. 2024. “From Incentives to Instructions: Climate Policy Mechanisms on Heat Pumps, Datacentres, District Heating, and Epistemic Collisions Hindering Decarbonisation in Practice.” Energy Research & Social Science 111(May): 103469.
https://doi.org/10.1016/j.erss.2024.103469.
Salling, Caroline Anna, and Brit Ross Winthereik. 2025. Inventorying Data: Circumvented Investment Conditions by Big Tech’s Supply Chain Capitalism. Journal of Cultural Economy.
https://doi.org/10.1080/17530350.2024.2436873.
Schiølin, Kasper. 2020. “Revolutionary Dreams: Future Essentialism and the Sociotechnical Imaginary of the Fourth Industrial Revolution in Denmark.” Social Studies of Science 50(4): 542–66.
https://doi.org/10.1177/0306312719867768.
Star, Susan Leigh. 2010. “This Is Not a Boundary Object: Reflections on the Origin of a Concept.” Science, Technology, & Human Values 35(5): 601–17.
https://doi.org/10.1177/0162243910377624.
Starosielski, Nicole. 2022. Media Hot and Cold. Durham, NC: Duke University Press.
Sutcliffe, Thomas Edward. 2022. “Consumption Work in Household Circular Economy Activities: Findings from a Cultural Probe Experiment.” Journal of Cultural Economy 15(5): 568–83.
https://doi.org/10.1080/17530350.2022.2066150.
Taylor, A.R.E. 2018. “Failover Architectures: The Infrastructural Excess of the Data Centre Industry.” FA: Failed Architecture (blog), May 19, 2018.
Tsing, Anna. 2009. “Supply Chains and the Human Condition.” Rethinking Marxism 21(2): 148–76.
https://doi.org/10.1080/08935690902743088.
UN (United Nations). n.d. “Goal 12: Ensure Sustainable Consumption and Production Patterns”. UN Sustainable Development Goals. Accessed October 12, 2023.
https://www.un.org/sustainabledevelopment/sustainable-consumption-production/.
Velkova, Julia. 2016. “Data That Warms: Waste Heat, Infrastructural Convergence and the Computation Traffic Commodity.” Big Data & Society 3(2): 1–10.
https://doi.org/10.1177/2053951716684144.
⸻. 2021. “Thermopolitics of Data: Cloud Infrastructures and Energy Futures.” Cultural Studies 35(4–5): 663–83.
https://doi.org/10.1080/09502386.2021.1895243.
⸻. 2023. “Retrofitting and Ruining: Bunkered Data Centers In and Out of Time.” New Media & Society 25(2): 431–48.
https://doi.org/10.1177/14614448221149946.
Vonderau, Asta. 2019. “Storing Data, Infrastructuring the Air: Thermocultures of the Cloud.” Culture Machine 18: 1–12.
https://culturemachine.net/vol-18-the-nature-of-data-centers/storing-data/.
Yusoff, Kathryn. 2009. “Excess, Catastrophe, and Climate Change.” Environment and Planning D: Society and Space 27(6): 1010–29.
https://doi.org/10.1068/d7407.
Zhang, Amy. 2020. “Circularity and Enclosures: Metabolizing Waste with the Black Soldier Fly.” Cultural Anthropology 35(1): 74–103.
https://doi.org/10.14506/ca35.1.08.
Zuboff, Shoshana. 2022. “Surveillance Capitalism or Democracy? The Death Match of Institutional Orders and the Politics of Knowledge in Our Information Civilization.” Organization Theory 3(3): 26317877221129290.
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