Economic scheduling of compressed natural gas main station considering critical peak pricing

Chu, 2012, Opportunities and challenges for a sustainable energy future, Nature, 7411, 294, 10.1038/nature11475 Blanco, 2018, A review at the role of storage in energy systems with a focus on Power to Gas and long-term storage, Renew Sustain Energy Rev, 81, 1049, 10.1016/j.rser.2017.07.062 Munyaneza, 2020, Overview of Rwanda energy sector: from energy shortage to sufficiency, Energy Procedia, 104, 215, 10.1016/j.egypro.2016.12.037 Bielaczyc, 2014, An assessment of regulated emissions and CO2 emissions from a European light-duty CNG-fueled vehicle in the context of Euro 6 emissions regulations, Appl Energy, 117, 134, 10.1016/j.apenergy.2013.12.003 Javadi, 2013, Global policy of rural electrification, Renew Sustain Energy Rev, 19, 402, 10.1016/j.rser.2012.11.053 Dang, 2015 Dupin, 2020, Parallel matheuristics for the discrete unit commitment problem with min-stop ramping constraints, Int Trans Operat Res, 27, 219, 10.1111/itor.12557 Zhang, 2020, Electric Vehicle Participated Electricity Market Model Considering Flexible Ramping Product Provisions, IEEE Trans Ind Appl, 56, 5868, 10.1109/TIA.2020.2995560 A. Dadkhah et al, “Power system flexibility improvement with a focus on demand response and wind power variability,” in IET Renewable Power Generation, vol. 14, vo. 6, pp. 1095-1103, 2020. Z. Li et al, “Economic Analysis of Source-Load Coordination of Integrated Energy System Considering Wind Power,” in IOP Conference Series. Earth and Environmental Science, vol. 571, vo. 1, 2020. Guner, 2020, Effects of On-Site PV Generation and Residential Demand Response on Distribution System Reliability, Appl Sci, 10, 7062, 10.3390/app10207062 Monyei, 2018, Integration of demand side and supply side energy management resources for optimal scheduling of demand response loads – South Africa in focus, Electr Power Syst Res, 158, 92, 10.1016/j.epsr.2017.12.033 Mignone, 2017, Sensitivity of natural gas deployment in the US power sector to future carbon policy expectation, Energy policy, 110, 518, 10.1016/j.enpol.2017.08.012 Yeh, 2007, An empirical analysis on the adoption of alternative fuel vehicles: The case of natural gas vehicles, Energy Policy, 35, 5865, 10.1016/j.enpol.2007.06.012 Wang, 2020, Suggestions on the future development of natural gas vehicle industry in China, Nat Gas Ind, 40, 106 Fei, 2017, Global utilization trend of natural gas and its enlightenments and suggestions, Natural Gas Technology Economy, 11, 67 Lin W, Zhang N, Gu A. LNG (liquefied natural gas): a necessary part in China’s future energy infrastructure. Energy 2010;35(11):4383–91. Kountz K. “ Modeling the fast fill process in natural gas vehicle storage cylinders, ” 207th ACS National Meeting- Division of Fuel Chemistry, San Diego, 1994. Morteza, 2016, Thermodynamic analysis of a CNG refueling station considering the reciprocating compressor, J Nat Gas Sci Eng, 29, 453, 10.1016/j.jngse.2016.01.027 F. Mahmood et al.,“ Selecting optimal volume ratio of reservoir tanks in CNG refueling station with multi-line storage system, ” in International Journal of Hydrogen Energy, vol. 48, no. 41, pp. 23109-23119, DOI: 10.1016/j.ijhydene.2016.10.050. K. Charles et al.,“ Optimized response to electricity time-of-use tariff of a compressed natural gas fuelling station, ” in Applied Energy, vol.222, pp. 244-256, July 2017, DOI: 10.1016/j.apenergy.2018.04.017. C. Kagiri, L. Zhang and X. Xia, “ A Hierarchical Optimisation of a Compressed Natural Gas Station for Energy and Fuelling Efficiency under a Demand Response Program, ” in Energies (Basel), vol.12, no. 11, June 2019, DOI: 10.3390/en12112165. Yan, 2020, Research on Passing Ability and Climbing Performance of Pipeline Plugging Robots in Curved Pipelines, IEEE Access, 8, 173666, 10.1109/ACCESS.2020.3025560 Martynov, 2016, Impact of stream impurities on compressor power requirements for CO2 pipeline transportation, Int J Greenhouse Gas Control, 54, 652, 10.1016/j.ijggc.2016.08.010 Paschke, 2012, Corrosion of pipeline and compressor materials due to impurities in separated CO₂ from fossil-fuelled power plants, Energy Procedia, 10.1016/j.egypro.2012.06.030 Xiaodong, 2018, Analysis of effect of oil and S2− impurities on corrosion behavior of 16Mn steel for storage tanks by electrochemical method, RSC Adv, 8, 38118, 10.1039/C8RA08113A Panchal, 2018, Qualitative analysis of CNG dispensing system using fuzzy FMEA–GRA integrated approach, Int J Syst Assurance Eng Manage, 10, 44, 10.1007/s13198-018-0750-9 P. Xu, “Research on Design and Control of Natural Gas Molecular Sieve Dehydration Unit” M.S. thesis, Dept. Contr. Eng., Southwest Petroleum Univ. Chengdu, SC, China, 2016. Y. Li, “Study of Natural Gas dehydrate by Molecular Sieve,” M.S. thesis, Dept. Chem. Eng., Zhejiang Univ., Hangzhou, ZJ, China, 2003. J. Zhu, “Study on the operation plan of a sour natural gas purification device” M.S. thesis, Dept. Chem. Eng., Southwest Petroleum Univ. Chengdu, SC, China, 2015. Li, 2019, Numerical simulation and experimental validation of large pressure pulsation in reciprocating compressor, Energy Procedia, 160, 606, 10.1016/j.egypro.2019.02.212 Brun, 2017, The Impact of Reciprocating Compressor Pulsations on the Surge Margin of Centrifugal Compressors, J Eng Gas Turbines Power, 139, 10.1115/1.4035822 Cervera-Vázquez, 2016, Sizing of the buffer tank in chilled water distribution air-conditioning systems, Sci Technol Built Environ, 22, 290, 10.1080/23744731.2016.1131569 Q. Ma, G. Yang and M. Li, “Attenuation of pulsations in the reciprocating compressor piping system with an elbow-shaped surge tank,” in Proceedings of the Institution of Mechanical Engineers. Part C, Journal of Mechanical Engineering Science, vol. 233, (5), pp. 1677-1689, 2018. DOI: 10.1177/0954406218774366. Luo, 2020, Performance of a self-learning predictive controller for peak shifting in a building integrated with energy storage, Sustain Cities Soc, 60, 10.1016/j.scs.2020.102285 Ren, 2013, Study on Dehydration Process of CNG Filling Station, Control Eng China, 20, 1081 Ramoutar, 2017, A thermodynamic analysis of refueling a natural gas vehicle cylinder from a cascade reservoir using chilled natural gas, J Nat Gas Sci Eng, 38, 298, 10.1016/j.jngse.2016.12.019 Javaid, 2018, Day Ahead Real Time Pricing and Critical Peak Pricing Based Power Scheduling for Smart Homes with Different Duty Cycles, Energies (Basel), 11, 1464, 10.3390/en11061464 Gazijahani, 2018, Reliability constrained two-stage optimization of multiple renewable-based microgrids incorporating critical energy peak pricing demand response program using robust optimization approach, Energy (Oxford), 161, 999, 10.1016/j.energy.2018.07.191 Nguyen, 2006, Applications of artificial intelligence for optimization of compressor scheduling, Eng Appl Artif Intell, 19, 113, 10.1016/j.engappai.2005.06.008 H. Nguyen et al., “A comparison of automation techniques for optimization of compressor scheduling,” in Advances in Engineering Software (1992), vol. 39, no. 3, pp. 178-188, March 2008, 10.1016/j.advengsoft.2007.02.003. Saadat-Targhi, 2016, Thermodynamic analysis of a CNG refueling station considering the reciprocating compressor, J Nat Gas Sci Eng, 29, 453, 10.1016/j.jngse.2016.01.027 Zhu, 2020, Reliability Optimization of Structural Deformation with Improved Support Vector Regression Model, Adv Mater Sci Eng, 2020, 8, 10.1155/2020/3982450 Wang, 2017, Study on MPGA-BP of Gravity Dam Deformation Prediction, Mathemat Probl Eng, 2017, 1 Cheng, 2018, The prediction of oil price turning points with log-periodic power law and multi-population genetic algorithm, Energy Econ, 72, 341, 10.1016/j.eneco.2018.03.038 Guo, 2020, Predicting the Water-Conducting Fracture Zone (WCFZ) Height Using an MPGA-SVR Approach, Sustainability (Basel, Switzerland), 12, 1809 Li, 2017, Overview of Constrained Optimization Evolutionary Algorithms, Ruan Jian Xue Bao, 28, 1529 Feng, 2019, Integrated Production and Transportation Scheduling on Parallel Batch-Processing Machines, IEEE Access, 7, 148393, 10.1109/ACCESS.2019.2946801 F. Wanget al, “Search improvement process-chaotic optimization-particle swarm optimization-elite retention strategy and improved combined cooling-heating-power strategy based two-Time scale multi-objective optimization model for stand-Alone microgrid operation,” in Energies (Basel), vol. 10, no. 12, pp. 1936-1959, November 2017, DOI: doi.org/10.3390/en10121936. Wang, 2018, A hybrid system with filter approach and multiple population genetic algorithm for feature selection in credit scoring, J Comput Appl Math, 329, 307, 10.1016/j.cam.2017.04.036 Fan, 2021, An improved adaptive genetic algorithm for multi-satellite area observation scheduling, Chinese Space Sci Technol, 41, 38 State Grid Shandong Electric Power company. (2018, Sep. 20). Introduction to time-of-use tariff business. [Online]. Available: PPM File: ARTICLE. Wanjiru, 2016, Model predictive control strategy of energy-water management in urban households, Appl Energy, 179, 821, 10.1016/j.apenergy.2016.07.050 China gas association, “Compilation of statistical research on urban gas load indicators and gas consumption rules,” China [Online]. Available. Accessed on: Oct. 2004. https://wap.cnki.net/touch/web/Conference/List/ZGCT200402001.html. L. Zhao, “The study of natural gas user load and use rule,” M.S. thesis, Heating, Heating, gas supply, ventilation and air conditioning engineering, Beijing University of Civil Engineering and Architecture, Beijing, China, 2016. Qian, 2014, Cost-benefit Model and Its Sensitivity Analysis for Battery Charging and Swapping Station for Electric Vehicles, Automat Electric Power Syst, 38, 41