Projects implemented under life cycle contracts have become increasingly common in recent years to ensure the quality of construction and maintenance of energy infrastructure facilities. A key parameter for energy facility construction projects implemented under life cycle contracts is their duration and deadlines. Therefore, the systematic identification, monitoring, and comprehensive assessment of risks affecting the timing of work on the design and construction is an urgent practical task. The purpose of this work is to study the strength of the influence of various risks on the duration of a project implemented on the terms of a life cycle contract. The use of the expert assessment method allows for identifying the most likely risks for the design and construction phases, as well as determining the ranges of deviations from the baseline indicator. Using the obtained expert evaluations, a model reflecting the range and the most probable duration of the design and construction works under the influence of risk events was built by the Monte-Carlo statistical method. The results obtained allow monitoring and promptly detecting deviations in the actual duration of work from the basic deadlines set in the life cycle contract. This will give an opportunity to accurately respond to emerging risks and build a mutually beneficial relationship between the parties to life cycle contracts.

Aarthipriya VG, Chitra G, Poomozhi JS (2020). Risk and its impacts on time and cost in construction projects. Journal of Project Management 5: 245–254. doi: 10.5267/j.jpm.2020.6.002

Ahmad MA, Chipulu M, Vahidi R (2019). Identifying challenges facing PPP construction projects, particularly in developing countries: A systematic review of the literature. Presented at EURAM 2019: Exploring the Future of Management; 25–28 June 2019; Lisbon, Portugal.

Alagboso OJ (2019). Assessment of factors affecting contractor’s profit in construction projects in South East Nigeria. IRE Journals 3(4): 69–78.

Alimbekova G, Kantarbayeva S, Abdildin S, et al. (2021). Audit as a tool for preventing bankruptcy risks and evaluating development prospects for tourism industry companies. Journal of Environmental Management and Tourism 12(6): 1617–1626. doi: 10.14505//jemt.12.6(54).17

Ameyaw C, Alfen HW (2017). Identifying risks and mitigation strategies in private sector participation (PSP) in power generation projects in Ghana. Journal of Facilities Management 15(2): 153–169. doi: 10.1108/JFM-07-2016-0030

Andrada-Félix J, Fernandez-Perez A, Fernández-Rodríguez F, et al. (2022). Time connectedness of fear. Empirical Economics 62: 905–931. doi: 10.1007/s00181-021-02056-w

Anurov VN (2021). Managing changes in design contracts. Available online: https://virarbclub.ru/Stroitelny%20arbitrazh/Gazohimicheskaya%20promishlennost/UpravlenieIzmeneniyami_DogProektirovanie.pdf (accessed on 15 August 2023).

Barbos A (2022). Optimal contracts with random monitoring. International Journal of Game Theory 51(1): 119–154. doi: 10.1007/s00182-021-00787-9

Beermann K, Austin MC (2021). An inspection of the life cycle of sustainable construction projects: Towards a biomimicry-based road map integrating circular economy. Biomimetics 6(4): 67. doi: 10.3390/biomimetics6040067

Benton DJ (2018). Monte Carlo Simulation: The Art of Defining the Characteristics of Random Processes. Independently published. p. 108.

Berdibekova A, Sadykova G, Alpeissova S, et al. (2022). Prospects for the formation of a smart destination as a determining factor in the modernization of urban infrastructure and a means of sustainable urban tourism development in Kazakhstan. Journal of Environmental Management and Tourism 13(8): 2222–2229. doi: 10.14505/jemt.13.8(64).14

Boussabaine A (2013). Financial risk assessment in PPP projects. In: Risk Pricing Strategies for Public–Private Partnerships Projects. John Wiley & Sons Ltd. pp. 243–261.

Business Bliss Consultants FZE (2018). Factors affecting labor productivity of construction workers in Bangladesh. Available online: https://ukdiss.com/examples/labor-productivity-of-the-construction-workers.php?vref=1 (accessed on 15 August 2023).

Ciasullo MV, Montera R, Mercuri F, et al. (2022). When digitalization meets omnichannel in international markets: A case study from the agri-food industry. Administrative Sciences 12(2): 68. doi: 10.3390/admsci12020068

Cui C, Liu Y, Hope A, et al. (2018). Review of studies on the public–private partnerships (PPP) for infrastructure projects. International Journal of Project Management 36(5): 773–794. doi: 10.1016/j.ijproman.2018.03.004

Dai R, Liang H, Ng L (2021). Socially responsible corporate customers. Journal of Financial Economics 142(2): 598–626. doi: 10.1016/j.jfineco.2020.01.003

Darendeli A, Fiechter P, Hitz JM, Lehmann N (2022). The role of corporate social responsibility (CSR) information in supply-chain contracting: Evidence from the expansion of CSR rating coverage. Journal of Accounting and Economics 74(2–3): 101525. doi: 10.1016/j.jacceco.2022.101525

Delmon J (2011). Selected readings. In: Public–Private Partnership Projects in Infrastructure: An Important Guide for Policy Makers. Cambridge University Press. pp. 235–238.

Demirel HC, Volker L, Hertogh M, Leendertse W (2017). In search for contract flexibility in a dynamic environment: A theoretical framework. In: Life-Cycle of Engineering Systems: Emphasis on Sustainable Civil Infrastructure. CRC Press.

Demirel HC, Volker L, Leendertse W, Hertogh M (2019). Mechanisms for managing changes in construction projects. In: Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision. CRC Press.

Eskander RFA (2018). Risk assessment influencing factors for Arabian construction projects using analytic hierarchy process. Alexandria Engineering Journal 57(4): 4207–4218. doi: 10.1016/j.aej.2018.10.018

Fadyushin IS (2019). Life cycle contracts as a new mechanism of public–private partnership (Russian). Sovremennyi uchenyi 15(253): 225–226.

FSK EES OJSC (2012). Time frame for the design, construction and reconstruction of 35-1150 kV substations and transmission lines (Russian). Available online: https://www.fsk-ees.ru/upload/docs/STO_56947007-29.240.121-2012.pdf (accessed on 15 August 2023).

Federal'noye kaznacheystvo (n.d.). Unified information system in the field of procurement (Slovenian). Available online: https://zakupki.gov.ru (accessed on 10 January 2023).

Gharaee H, Tabrizi JS, Azami-Aghdash S, et al. (2019). Analysis of public–private partnership in providing primary health care policy: An experience from Iran. Journal of Primary Care & Community Health 10. doi: 10.1177/2150132719881507

Government of the Russian Federation (2021). Decree No. 2110 of November 30, 2021—On amendments to decree of the Government of the Russian Federation No. 145 of 5 March 2007 (Russian). Available online: http://publication.pravo.gov.ru/Document/View/0001202111300113 (accessed on 15 August 2023).

Government of the Russian Federation (2022). Decree No. 579 of April 4, 2022—On the establishment of specific features for amending design documentation and (or) results of engineering surveys that have received a positive conclusion of the state expert review, including in connection with the replacement of construction resources with analogues, specific features and cases of state expert review of design documentation (Russian). Available online: http://publication.pravo.gov.ru/Document/View/0001202204060020 (accessed on 15 August 2023).

Hameed ZA, Vinayan G, Yunus S (2018). Factors contributing to cost escalation and delay of public–private partnership projects in Maldives construction industry. Presented at 4th International Postgraduate Conference on Social Sciences and Business Research 2018; 4–6 December 2018; Langkawi, Malaysia.

Hatem WA, Al-Tmeemy SM, Maula BH (2021). Disparities of factors affecting the duration of construction projects among countries. International Review of Civil Engineering 12(1): 49–55. doi: 10.15866/irece.v12i1.19284

HM Treasury (2012). A new approach to public private partnerships. Available online: https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/205112/pf2_infrastructure_new_approach_to_public_private_parnerships_051212.pdf (accessed on 15 August 2023).

Hwang BG, Shan M, Ong JJM, et al. (2020). Mechanization in building construction projects: Assessment and views from the practitioners. Production Planning & Control 31(8): 613–628. doi: 10.1080/09537287.2019.1667547

Ilin I, Levina A, Frolov K, et al. (2022). Life-cycle contract as an innovative business model for high-tech medical organizations. Journal of Open Innovation: Technology, Market, and Complexity 8(4): 207. doi: 10.3390/joitmc8040207

Janjua SY, Sarker PK, Biswas WK (2019). A review of residential buildings’ sustainability performance using a life cycle assessment approach. Journal of Sustainability Research 1: e190006. doi: 10.20900/jsr20190006

Jiang X, Wang S, Liu Y, et al. (2022). A method for the ontology-based risk management of PPP construction projects. Construction Innovation. doi: 10.1108/CI-02-2022-0029

Kireeva AV (2020). Modern problems of institutional regulation of economic relations in the field of public-private partnership (Russian). Vestnik evraziiskoi nauki 12(4): 41.

Korytárová J, Hromádka V (2020). Risk assessment of large—Scale infrastructure projects—Assumptions and context. Applied Sciences 11(1): 109. doi: 10.3390/app11010109

Lin L, Hedayat AS, Wu W (2012). Statistical Tools for Measuring Agreement. Springer. p. 152.

Liu S, Qian S (2019). Evaluation of social life-cycle performance of buildings: Theoretical framework and impact assessment approach. Journal of Cleaner Production 213: 792–807. doi: 10.1016/j.jclepro.2018.12.200

Lorman Education (2018). Resolving problems and disputes on construction projects: Eliminating delays in the execution of contracts. Available online: https://www.lorman.com/resources/resolving-problems-and-disputes-on-construction-projects-tackling-contract-performance-delays-15142 (accessed on 15 August 2023).

Macwan J, Pitroda J (2018). Risk management in PPP projects: A review. International Journal of Constructive Research in Civil Engineering 4(4): 14–19.

Ministry of Energy of the Russian Federation (2019). Order No. 10 of January 17, 2019—On approval of the aggregated standard price of standard technological solutions for capital construction of electric power facilities in terms of power grid facilities (Russian). Available online: http://publication.pravo.gov.ru/Document/View/0001201902080021 (accessed on 15 August 2023).

Ngoma S, Mundia M, Kaliba C (2014). Benefits, constraints and risks in infrastructure development via public–private partnerships in Zambia. Journal of Construction in Developing Countries 19(1): 15–33.

NTC FSK EES OJSC (2014). Organization of construction and reconstruction of electric grid facilities—General requirements (Russian). Available online: https://nostroy.ru/department/metodolog/otdel_tehniceskogo_regulir/sto/СТО%20НОСТРОЙ%202.20.149-2014.pdf (accessed on 15 August 2023).

Peng W, Liu H (2013). Using online simulation technique for revenue-based value for money assessment model in PPP project. International Journal of Online Engineering 9(3): 88–92. doi: 10.3991/ijoe.v9i3.2804

Pham H (2020). Reliability and Statistical Computing: Modeling, Methods and Applications. Springer. p. 547.

Qazi A, Daghfous A, Khan MS (2021). Impact of risk attitude on risk, opportunity, and performance assessment of construction projects. Project Management Journal 52: 192–209. doi: 10.1177/8756972820985673

Qazi A, Dikmen I, Birgonul MT (2020). Mapping uncertainty for risk and opportunity assessment in projects. Engineering Management Journal 32(2): 86–97. doi: 10.1080/10429247.2019.1664249

Ram A, Paul P (2015). Study of construction sequence delay for road infrastructure projects. Journal of Mechanical Engineering and Civil Engineering (IOSR-JMCE) 12(2): 15–21.

Roberts T, Tonna SJ (2022). Risk Modeling: Practical Applications of Artificial Intelligence, Machine Learning and Deep Learning, 1st ed. Wiley. 208p. doi: 10.1002/9781119824961

Sekerin VD, Avramenko SA, Veselovsky MY, Aleksakhina VG (2014). B2G market: The essence and statistical analysis. World Applied Sciences Journal 31(6): 1104–1108. doi: 10.5829/idosi.wasj.2014.31.06.14348

State Duma of the Federal Assembly of the Russian Federation (2013). Federal Law No. 44-FZ of April 5, 2013—About contractual system in the sphere of purchases of goods, works, services for ensuring the state and municipal needs (Russian). Available online: http://www.kremlin.ru/acts/bank/37056 (accessed on 15 August 2023).

Strasser S, Stauber C, Shrivastava R, et al. (2021). Collective insights of public–private partnership impacts and sustainability: A qualitative analysis. PloS One 16(7): e0254495. doi: 10.1371/journal.pone.0254495

Taraziya RF, Ali RSA (2020). Survey on the most significant factors affecting the delivery process of construction activities during execution phase in Iraq. International Review of Civil Engineering 11(3): 114. doi: 10.15866/irece.v11i3.17700

Tatibekova A, Altay M, Kuralbaev A, et al. (2022). Using tools to regulate the transition to a green economy and preserve the environment for countries exporting raw materials. Journal of Environmental Management and Tourism 13(7): 2002–2009. doi: 10.14505/jemt.v13.7(63).20

Wu S, Wei X (2009). The rule and method of risk allocation in project finance. Procedia Earth and Planetary Science 1(1): 1757–1763. doi: 10.1016/j.proeps.2009.09.269

Yembergenov R, Muratova D, Popp L, et al. (2022). Impact of risk budgeting on enhancing the projected growth of the hotel industry under the conditions of enduring uncertainty related to the COVID-19 pandemic. Case study by Republic of Kazakhstan. Journal of Environmental Management and Tourism 13(8): 2122–2133. doi: 10.14505/jemt.v13.8(64).05

Yescombe ER, Farquharson E (2018). Public–Private Partnership for Infrastructure. Principles of Policy and Finance. Butterworth-Heinemann. p. 531.

Zhang Y, Hou W, Qian Y (2020). A dynamic simulation model for financing strategy management of infrastructure PPP projects. International Journal of Strategic Property Management 24(6): 441–55. doi: 10.3846/ijspm.2020.13627

Zhilenko VY, Amirova EF, Lomakin DE, et al. (2021). The impact of COVID-19 pandemic on the global economy and environment. Journal of Environmental Management and Tourism 12(5): 1236–1241. doi: 10.14505//jemt.v12.5(53).08

Zimmermann J, Eber W (2014). Consideration of risk in PPP-Projects. Business, Management and Education 12(1): 30–46. doi: 10.3846/bme.2014.03