Aien, M. ; Hajebrahimi, A. ; Fotuhi-Firuzabad, M. A comprehensive review on uncertainty modeling techniques in power system studies. 2016 Renew. Sustain. Energy Rev.. 57 1077-1089
- Alharbi, H. ; Bhattacharya, K. Stochastic optimal planning of battery energy storage systems for isolated microgrids. 2018 IEEE Trans. Sustain. Energy. 9 211-227
Paper not yet in RePEc: Add citation now
Azad, A. ; Shateri, H. Design and optimization of an entirely hybrid renewable energy system (WT/PV/BW/HS/TES/EVPL) to supply electrical and thermal loads with considering uncertainties in generation and consumption. 2023 Appl. Energy. 336 -
- Bakhtiari, H. ; Naghizadeh, R.A. Multi‐criteria optimal sizing of hybrid renewable energy systems including wind, photovoltaic, battery, and hydrogen storage with ɛ‐constraint method. 2018 IET Renew. Power Gener.. 12 883-892
Paper not yet in RePEc: Add citation now
Bakhtiari, H. ; Zhong, J. ; Alvarez, M. Predicting the stochastic behavior of uncertainty sources in planning a stand-alone renewable energy-based microgrid using Metropolis–coupled Markov chain Monte Carlo simulation. 2021 Appl. Energy. 290 -
Bakhtiari, H. ; Zhong, J. ; Alvarez, M. Uncertainty modeling methods for risk-averse planning and operation of stand-alone renewable energy-based microgrids. 2022 Renew. Energy. 199 866-880
- Crawley, D. ; Lawrie, L. Should we be using just ‘Typical’ weather data in building performance simulation. 2019 :
Paper not yet in RePEc: Add citation now
D'Agostino, D. ; Parker, D. ; Epifani, I. ; Crawley, D. ; Lawrie, L. How will future climate impact the design and performance of nearly zero energy buildings (NZEBs)?. 2022 Energy. 240 -
- De Mel, I.A. ; Demis, P. ; Dorneanu, B. ; Klymenko, O.V. ; Mechleri, E.D. ; Arellano-Garcia, H. Global sensitivity analysis for design and operation of distributed energy systems: a two-stage approach. 2023 Sustain. Energy Technol. Assessments. 56 -
Paper not yet in RePEc: Add citation now
- Ding, Y. ; Wang, Q. ; Wang, Z. ; Han, S. ; Zhu, N. An occupancy-based model for building electricity consumption prediction: a case study of three campus buildings in Tianjin. 2019 Energy Build.. 202 -
Paper not yet in RePEc: Add citation now
Gabrielli, P. ; Fürer, F. ; Mavromatidis, G. ; Mazzotti, M. Robust and optimal design of multi-energy systems with seasonal storage through uncertainty analysis. 2019 Appl. Energy. 238 1192-1210
- Hattis, D. Three candidate “laws” of uncertainty Analysis1. 1990 Risk Anal.. 10 11-
Paper not yet in RePEc: Add citation now
- He, Y. ; Guo, S. ; Dong, P. ; Zhang, Y. ; Huang, J. ; Zhou, J. A state-of-the-art review and bibliometric analysis on the sizing optimization of off-grid hybrid renewable energy systems. 2023 Renew. Sustain. Energy Rev.. 183 -
Paper not yet in RePEc: Add citation now
- Henn, S. ; Richarz, J. ; Maier, L. ; Ying, X. ; Osterhage, T. ; Mehrfeld, P. Influences of usage intensity and weather on optimal building energy system design with multiple storage options. 2022 Energy Build.. 270 -
Paper not yet in RePEc: Add citation now
- Hosseini, M. ; Bigtashi, A. ; Lee, B. A systematic approach in constructing typical meteorological year weather files using machine learning. 2020 Energy Build.. 226 -
Paper not yet in RePEc: Add citation now
- Hou, X. ; Tian, Z. ; Niu, J. ; Wu, X. ; Lu, Y. Research on design day generation method for air-conditioning system design considering the coincidence of hourly variation coefficient. 2022 Energy Build.. 270 -
Paper not yet in RePEc: Add citation now
- Jamshidi, S. ; Pourhossein, K. ; Asadi, M. Size estimation of wind/solar hybrid renewable energy systems without detailed wind and irradiation data: a feasibility study. 2021 Energy Convers. Manag.. 234 -
Paper not yet in RePEc: Add citation now
- Keyvandarian, A. ; Saif, A. Robust optimal sizing of a stand-alone hybrid renewable energy system using dynamic uncertainty sets. 2022 Energy Systems. -
Paper not yet in RePEc: Add citation now
- Khalili Goudarzi, F. ; Maleki, H. ; Niroomand, S. An interactive fuzzy programming approach for a new multi-objective multi-product oil pipeline scheduling problem. 2021 Iranian Journal of Fuzzy Systems. 18 95-112
Paper not yet in RePEc: Add citation now
- Khayatian, F. ; MeshkinKiya, M. ; Baraldi, P. ; Di Maio, F. ; Zio, E. Hybrid probabilistic–possibilistic treatment of uncertainty in building energy models: a case study of sizing peak cooling loads. 2018 ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg. 4 -
Paper not yet in RePEc: Add citation now
- Kiureghian, A.D. ; Ditlevsen, O. Aleatory or epistemic? Does it matter?. 2009 Struct. Saf.. 31 105-112
Paper not yet in RePEc: Add citation now
- Kotzur, L. ; Nolting, L. ; Hoffmann, M. ; Groß, T. ; Smolenko, A. ; Priesmann, J. A modeler's guide to handle complexity in energy systems optimization. 2021 Advances in Applied Energy. 4 -
Paper not yet in RePEc: Add citation now
- Li, H. ; Cai, J. Arithmetic operations and expected Values of regular interval type-2 fuzzy variables. 2021 Symmetry. 13 2196-
Paper not yet in RePEc: Add citation now
Li, J. ; Liu, P. ; Li, Z. Optimal design and techno-economic analysis of a solar-wind-biomass off-grid hybrid power system for remote rural electrification: a case study of west China. 2020 Energy. 208 -
- Li, Z. ; Xu, Y. ; Feng, X. ; Wu, Q. Optimal stochastic deployment of heterogeneous energy storage in a residential multienergy microgrid with demand-side management. 2021 IEEE Trans. Ind. Inf.. 17 991-1004
Paper not yet in RePEc: Add citation now
- Liu, B. ; Liu, Y.-K. Expected value of fuzzy variable and fuzzy expected value models. 2002 IEEE Trans. Fuzzy Syst.. 10 445-450
Paper not yet in RePEc: Add citation now
- Liu, Y. ; Yu, S. ; Zhu, Y. ; Wang, D. ; Liu, J. Modeling, planning, application and management of energy systems for isolated areas: a review. 2018 Renew. Sustain. Energy Rev.. 82 460-470
Paper not yet in RePEc: Add citation now
- Lorca, A. ; Sun, X.A. Adaptive robust optimization with dynamic uncertainty sets for multi-period economic dispatch under significant wind. 2014 IEEE Trans. Power Syst.. 30 1702-1713
Paper not yet in RePEc: Add citation now
- Lorca, A. ; Sun, X.A. Multistage robust unit commitment with dynamic uncertainty sets and energy storage. 2016 IEEE Trans. Power Syst.. 32 1678-1688
Paper not yet in RePEc: Add citation now
- Mandelli, S. ; Merlo, M. ; Colombo, E. Novel procedure to formulate load profiles for off-grid rural areas. 2016 Energy for Sustainable Development. 31 130-142
Paper not yet in RePEc: Add citation now
Mavromatidis, G. ; Orehounig, K. ; Carmeliet, J. A review of uncertainty characterisation approaches for the optimal design of distributed energy systems. 2018 Renewable Sustainable Energy Rev.. 88 258-277
Mavromatidis, G. ; Orehounig, K. ; Carmeliet, J. Design of distributed energy systems under uncertainty: a two-stage stochastic programming approach. 2018 Appl. Energy. 222 932-950
Mavromatidis, G. ; Orehounig, K. ; Carmeliet, J. Uncertainty and global sensitivity analysis for the optimal design of distributed energy systems. 2018 Appl. Energy. 214 219-238
- Mendel, J.M. Explainable Uncertain Rule-Based Fuzzy Systems. 2023 Springer:
Paper not yet in RePEc: Add citation now
- Murugaperumal, K. ; Ajay D Vimal Raj, P. Feasibility design and techno-economic analysis of hybrid renewable energy system for rural electrification. 2019 Sol. Energy. 188 1068-1083
Paper not yet in RePEc: Add citation now
Niu, J. ; Li, X. ; Tian, Z. ; Yang, H. A framework for quantifying the value of information to mitigate risk in the optimal design of distributed energy systems under uncertainty. 2023 Appl. Energy. 350 -
Niu, J.D. ; Tian, Z. ; Yue, L. Robust optimal design of building cooling sources considering the uncertainty and cross-correlation of demand and source. 2020 Appl. Energy. 265 -
- Paté-Cornell, M.E. Uncertainties in risk analysis: six levels of treatment. 1996 Reliab. Eng. Syst. Saf.. 54 95-111
Paper not yet in RePEc: Add citation now
Perera, A.T.D. ; Nik, V.M. ; Chen, D. ; Scartezzini, J.-L. ; Hong, T. Quantifying the impacts of climate change and extreme climate events on energy systems. 2020 Nat. Energy. 5 150-159
Petropoulos, F. ; Apiletti, D. ; Assimakopoulos, V. ; Babai, M.Z. ; Barrow, D.K. ; Ben Taieb, S. Forecasting: theory and practice. 2022 Int. J. Forecast.. 38 705-871
Polleux, L. ; Guerassimoff, G. ; Marmorat, J.-P. ; Sandoval-Moreno, J. ; Schuhler, T. An overview of the challenges of solar power integration in isolated industrial microgrids with reliability constraints. 2022 Renew. Sustain. Energy Rev.. 155 -
- Santos, S.F. ; Fitiwi, D.Z. ; Bizuayehu, A.W. ; Shafie-khah, M. ; Asensio, M. ; Contreras, J. Impacts of operational variability and uncertainty on distributed generation investment planning: a comprehensive sensitivity analysis. 2017 IEEE Trans. Sustain. Energy. 8 855-869
Paper not yet in RePEc: Add citation now
- Shannon, C.E. A mathematical theory of communication. 2001 ACM SIGMOB - Mob. Comput. Commun. Rev.. 5 3-55
Paper not yet in RePEc: Add citation now
Shao, Z. ; Cao, X. ; Zhai, Q. ; Guan, X. Risk-constrained planning of rural-area hydrogen-based microgrid considering multiscale and multi-energy storage systems. 2023 Appl. Energy. 334 -
- Subramanyam, S.A. ; Zhang, X. Effect of loss of load probability distribution on operating reserve demand curve performance in energy-only electricity market. 2020 IEEE Trans. Power Syst.. 35 3297-3300
Paper not yet in RePEc: Add citation now
Teichgraeber, H. ; Lindenmeyer, C.P. ; Baumgärtner, N. ; Kotzur, L. ; Stolten, D. ; Robinius, M. Extreme events in time series aggregation: a case study for optimal residential energy supply systems. 2020 Appl. Energy. 275 -
Tian, Z. ; Li, X. ; Niu, J. ; Zhou, R. ; Li, F. Enhancing operation flexibility of distributed energy systems: a flexible multi-objective optimization planning method considering long-term and temporary objectives. 2024 Energy. 288 -
Weinand, J.M. ; Hoffmann, M. ; Göpfert, J. ; Terlouw, T. ; Schönau, J. ; Kuckertz, P. Global LCOEs of decentralized off-grid renewable energy systems. 2023 Renew. Sustain. Energy Rev.. 183 -
- Wetter, M. ; Sulzer, M. A call to action for building energy system modelling in the age of decarbonization. 2023 Journal of Building Performance Simulation. 1-11
Paper not yet in RePEc: Add citation now
- Wouters, C. ; Fraga, E.S. ; James, A.M. A multi-objective framework for cost-unavailability optimisation of residential distributed energy system design. 2017 Sustainable Energy, Grids and Networks. 9 104-117
Paper not yet in RePEc: Add citation now
- Wu, D. ; Mendel, J.M. Uncertainty measures for interval type-2 fuzzy sets. 2007 Inf. Sci.. 177 5378-5393
Paper not yet in RePEc: Add citation now
- Wu, X. ; Niu, J. ; Tian, Z. ; Hou, X. ; Zhou, R. Method of constructing stochastic near-extreme daily weather data for efficient calculation of probabilistic load in air-conditioning system design. 2022 Build. Environ.. 221 -
Paper not yet in RePEc: Add citation now
- Wu, X. ; Niu, J. ; Tian, Z. ; Zhou, R. ; Hou, X. A stochastic interior disturbance parameter model considering double uncertainty for probabilistic load calculation. 2023 Energy Build.. 285 -
Paper not yet in RePEc: Add citation now
- Xiang, X.W. ; Zhoud, N. ; Ma, M.D. ; Feng, W. ; Yana, R. Global transition of operational carbon in residential buildings since the millennium. 2023 ADVANCES IN APPLIED ENERGY. 11 -
Paper not yet in RePEc: Add citation now
- Yan, R. ; Lu, Z. ; Wang, J. ; Chen, H. ; Wang, J. ; Yang, Y. Stochastic multi-scenario optimization for a hybrid combined cooling, heating and power system considering multi-criteria. 2021 Energy Convers. Manag.. 233 -
Paper not yet in RePEc: Add citation now
Yuan, J. ; Huang, P. ; Chai, J. Development of a calibrated typical meteorological year weather file in system design of zero-energy building for performance improvements. 2022 Energy. 259 -
- Zhang, J. ; Zhu, L. ; Wang, Y. ; Sun, Y. ; Yan, Z. ; Zhou, B. Global sensitivity analysis and stochastic optimization of multi-energy complementary distributed energy system considering multiple uncertainties. 2023 J. Clean. Prod.. 389 -
Paper not yet in RePEc: Add citation now
- Zhang, W. ; Maleki, A. ; Rosen, M.A. ; Liu, J. Sizing a stand-alone solar-wind-hydrogen energy system using weather forecasting and a hybrid search optimization algorithm. 2019 Energy Convers. Manag.. 180 609-621
Paper not yet in RePEc: Add citation now
Zou, B. ; Peng, J. ; Yin, R. ; Li, H. ; Li, S. ; Yan, J. Capacity configuration of distributed photovoltaic and battery system for office buildings considering uncertainties. 2022 Appl. Energy. 319 -