Journal papers authored/co-authored by ISE Faculty




Hong, T. & Hofmann, A. (2022)  Data Integrity Attacks Against Outage Management Systems. IEEE Transactions on Engineering Management, 69(3), pp. 765-772.




Chacra, S.A., Sireli, Y., Cali, U. (2021). A review of worldwide blockchain technology initiatives in the energy sector based on go-to-market strategies. International Journal of Energy Sector Management, 2021, 15(6), pp. 1050–1065.

Huang, YL., Sikder, I. & Xu, G. (2021). Optimal override policy for chemotherapy scheduling template via mixed-integer linear programming. Optimization Letters. in press.

Liu, Y., Jarvamardi, A., Zhang, Y., Liu, M., Hsiang, S. M., Yang, S., Yu, X.X., & Jiang, Z. (2021). Comparative Study on Perception of Causes for Construction Task Delay in China and the United States. Journal of Construction Engineering and Management, 147(3), 04020176. 

Mirzahossein, H., Gholampour, I., Sedghi, M., & Zhu, L. (2021). How realistic is static traffic assignment? Analyzing automatic number-plate recognition data and image processing of real-time traffic maps for investigation. Transportation Research Interdisciplinary Perspectives9, 100320.

Rostami-Tabar, B., Ali, M., Hong, T., Hyndman, R.J.., Porter, M.D., & Syntetos, A. (2021). Forecasting for social good. International Journal of Forecasting, in press.

Smith, M., Bader, S., Crotts, B., Sireli, Y. (2021). Conceptional Design of Additive Manufacturing Based Dissimilar Metal Embedded Sensors for TAD Canister Monitoring. Transactions of the American Nuclear Society, vol. 125, no. 1, pp. 214-217.

Smith, M., Bader, S., Crotts, B., Sireli, Y. (2021). Data-based Optimization for Off-loading an SFP via a TAD Canister. Transactions of the American Nuclear Society, vol. 123, no. 1, pp. 211-214.

Zenarosa, G.L., Prokopyev, O.A. & Pasiliao, E.L. (2021) On exact solution approaches for bilevel quadratic 0–1 knapsack problem. Ann Oper Res, 298, 555–572.

Zhu, L., Zhao, Z., & Wu, G. (2021). Shared Automated Mobility with Demand-Side Cooperation: A Proof-of-Concept Microsimulation Study. Sustainability13(5), 2483.




Adnan, Z. H., & Özelkan, E. C. (2020). Bullwhip effect in pricing under the revenue-sharing contract. Computers & Industrial Engineering, 145, 106528.

Bracale, A., Caramia, P., De Falco, P., & Hong, T. (2020). A Multivariate Approach to Probabilistic Industrial Load Forecasting. Electric Power Systems Research, 187, 106430.

Bracale, A., Caramia, P., De Falco, P., & Hong, T. (2020). Multivariate quantile regression for short-term probabilistic load forecasting. IEEE Transactions on Power Systems, 35(1), 628 - 638.

Xu, G., Semenov, A., & Rysz, M. (2020). An integer programming formulation of the key management problem in wireless sensor networks. Optimization Letters14(5), 1037-1051.

Hong, T. (2020). Forecasting with high frequency data: M4 competition and beyond. International Journal of Forecasting, 36(1), 191-194.

Hong, T., Pinson, P., Wang, Y., Weron, R., Yang, D. & Zareipour, H. (2020). Energy Forecasting: A Review and Outlook. IEEE Open Access Journal of Power and Energy, 7, 376-388.

Javanmardi, A., Abbasian-Hosseini, S.A., Liu, M., & Hsiang, S.M. (2020). Improving Effectiveness of Constraints Removal in Construction Planning Meetings: Information-Theoretic Approach. Journal of Construction Engineering and Management, 146(4),

Kezunovic, M., Pinson, P., Obradovic, Z., Grijalva, S., Hong, T., & Bessa, R. (2020). Big data analytics for future electricity grids. Electric Power Systems Research, 189, 106788.

Lim, C., Teng, S. G., Al-Ghandour M., & Bowen, F. H. (2020). Let scheduling for funding scenario analysis of highway construction projects with a case of NCDOT. IEEE Transactions on Engineering Management, 67(2), 385 - 395

Panamtash, H., Zhou, Q., Hong, T., Qu Z., & Davis, K. (2020). A copula-based Bayesian method for probabilistic solar power forecasting. Solar Energy, 196, 336-345. 

Sobhani, M., Hong, T., & Martin, C. (2020). Temperature data cleansing for electric load forecasting. International Journal of Forecasting, 36(2), 324-333.

Wang, J., Zhou, H., Hong, T., Li, X., & Wang, S. (2020). A multi-granularity heterogeneous combination approach to crude oil price forecasting. Energy Economics, 91, 104790.

Yang, D. et al. (2020) Verification of deterministic solar forecasts. Solar Energy, 210, 20-37.

Zhang, Y. X., Javanmardi, A., Liu, Y. C., Yang, S. J., Yu, X. X., Hsiang, S. M., Jiang, Z., & Liu, M. (2020). How Does Experience with Delay Shape Managers' Making-Do Decision: Random Forest Approach.Journal of Management in Engineering, 36(4).


2019 (21 PAPERS)


Abbsaian-Hosseini, S. A., Liu, M., & Hsiang, S. M. (2019). Social network analysis for construction crews. International Journal of Construction Management, 19(2), 113-127.

Abuella, M., & Chowdhury, B. H. (2019). Forecasting of solar power ramp events: a post-processing approach. Renewable Energy, 133, 1380-1192.

Adnan, Z.H. & Özelkan, E. (2019). Bullwhip effect in pricing under different supply chain game structures. Journal of Revenue and Pricing Management, 18, 393–404.

Arefi, M., & Chowdhury, B. (2019). Coherency detection of generators using recurrence quantification analysisElectric Power Systems Research, 169, 162-173.

Bracale, A., Carpinelli, G., De Falco, P., & Hong, T. (2019). Short-term industrial reactive power forecasting. International Journal of Electrical Power & Energy Systems, 107, 177-185.

Chen, S., Lanzas, C., Lee, C., Zenarosa, G. L., Arif, A. A., & Dulin, M. (2019). Metapopulation model from pathogen’s perspective: A versatile framework to quantify pathogen transfer and circulation between environment and hosts. Scientific reports9(1), 1694.

Hong, T., & Pinson, P. (2019). Energy forecasting in the big data world. International Journal of Forecasting. 35(4), 1387-1388.

Hong, T., Xie, J., & Black, J. (2019). Global Energy Forecasting Competition 2017: Hierarchical Probabilistic Load Forecasting. International Journal of Forecasting. 35(4), 1389-1399.

Hossan, M.S.Chowdhury, B. (2019). Comparison of Time-Varying Load Models for Estimating CVR Factor and VSF Using Dual-Stage Adaptive Filter. IEEE Transactions on Power Delivery. 24(3).

Hossan, S., & Chowdhury, B. H. (2019). Data-driven fault location scheme for advanced distribution management systems. IEEE Transactions on Smart Grid, 10(5), 5386 - 5396.

Itiki, R.Di Santo, S.G.Itiki, C.Manjrekar, M., & Chowdhury, B. (2019). A comprehensive review and proposed architecture for offshore power system. 111, 79-92.

Luo, J., Hong, T., & Fang, S. (2019). Robust regression models for load forecasting. IEEE Transactions on Smart Grid. 10(5), 5397-5404

Meng, F., Chowdhury, B., & Hossan, M.S. (2019). Optimal integration of DER and SST in active distribution networks. International Journal of Electrical Power and Energy Systems, 104, 626-634.

Moghaddam, I. N., Chowdhury, B. H., & Doostan, M. (2019). Optimal sizing and operation of battery energy storage systems connected to wind farms participating in electricity markets. IEEE Transactions on Sustainable Energy, 10(3), 1184-1193.

Shuvra, M.A., & Chowdhury, B. (2019). Distributed dynamic grid support using smart PV inverters during unbalanced grid faults, IET renewable Power Generation, 13(4), 598-608.

Sobhani, M., Campbell, A., Sangamwar, S., Li, C., & Hong, T. (2019) Combining weather stations for electric load forecasting. Energies, 12(8), 1510.

Wang, Y., Chen, Q., Hong, T., & Kang, C. (2019). Review of smart meter data analytics: applications, methodologies, and challenges. IEEE Transactions on Smart Grid, 10(3), 3125-3148

Wang, Y., Zhang, N., Tan, Y., Hong, T., Kirschen, D.S., & Kang, C. (2019). Combining probabilistic load forecasts. IEEE Transactions on Smart Grid, 10(4), 3664-3674

Xiao, J., Lin, Q., Bai, L., Zhang, X., Zuo, L., Zhou, H., & Li, H. (2019) Security distance for distribution system: Definition, calculation, and application, International Transactions on Electrical Energy Systems, 29(5), e2838.

Yue, M., Hong, T., & Wang, J. (2019), Descriptive analytics based anomaly detection for cybersecure load forecasting. IEEE Transactions on Smart Grid, 10(6), 5964 - 5974.

Zhang, R., Jiang T., Bai, L., Guo, L., Chen, H., Li, X., Li, F. (2019) Adjustable robust power dispatch with combined wind-storage system and carbon capture power plants under low-carbon economy, International Journal of Electrical Power and Energy Systems, 113, 772-281.


2018 (25 PAPERS)


Abuella, M., & Chowdhury, B. (2018). Improving combined solar power forecasts using estimated ramp rates: Data-driven post-processing approach. IET Renewable Power Generation, 12(10), 1127-1135.

An, Q., Fang, S.-C., Li, H.-L., & Nie, T. (2018). Enhanced linear reformulation for engineering optimization models with discrete and bounded continuous variables. Applied Mathematical Modelling, 58, 140-157.

Chamana, M., & Chowdhury, B. H. (2018). Optimal voltage regulation of distribution networks with cascaded voltage regulators in the presence of high PV penetration. IEEE Transactions on Sustainable Energy, 9(3), 1427-1436.

Chamana, M., Chowdhury, B. H., & Jahanbakhsh, F. (2018). Distributed control of voltage regulating devices in the presence of high PV penetration to mitigate ramp-rate issues. IEEE Transactions on Smart Grid, 9(2), 1086-1095.

Demirel, E., Özelkan, E. C., & Lim, C. (2018). Aggregate planning with flexibility requirements profile. International Journal of Production Economics, 202, 45-58.

He, Q., & Chen, Y. (2018). Dynamic pricing of electronic products with consumer reviews. Omega, 80, 123-134.

He, Q., & Chen, Y. (2018). Revenue-maximizing pricing and scheduling strategies in service systems with flexible customers. Operations Research Letters, 46(1), 134-137.

He, Q., & Hong, T. (2018). Integrated facility location and production scheduling in multi-generation energy systems. Operations Research Letters, 46(1), 153-157.

He, Q., Chen, Y., & Shen, Z. (2018). On the formation of producers’ information-sharing coalitions. Production and Operations Management, 27(5), 917-927.

Javanmardi, A., Abbasian-Hosseini, S. A., Liu, M., & Hsiang, S. M. (2018). Benefit of cooperation among subcontractors in performing high-reliable planning. Journal of Management in Engineering, 34(2), 04017062

Liu, C., Hong, T., Li, H., & Wang, L. (2018). From club convergence of per capita industrial pollutant emissions to industrial transfer effects: An empirical study across 285 cities in China. Energy Policy, 121, 300-313.

Luo, J., Hong, T., & Fang, S. (2018). Benchmarking robustness of load forecasting models under data integrity attacks. International Journal of Forecasting, 34(1), 89-104.

Luo, J., Hong, T., & Yue, M. (2018). Real-time anomaly detection for very short-term load forecasting. Journal of Modern Power Systems and Clean Energy, 6(2), 235-243.

Meng, F., Chowdhury, B., & Chamanamcha, M. (2018). Three-phase optimal power flow for market-based control and optimization of distributed generations. IEEE Transactions on Smart Grid, 9(4), 3691-3700

Mitra, B., Chowdhury, B., & Manjrekar, M. (2018). HVDC transmission for access to off-shore renewable energy: A review of technology and fault detection techniques. IET Renewable Power Generation, 12(13), 1563-1571.

Moghaddam, I. N., Chowdhury, B. H., & Mohajeryami, S. (2018). Predictive operation and optimal sizing of battery energy storage with high wind energy penetration. IEEE Transactions on Industrial Electronics, 65(8), 6686-6695

Okioga, I. T., Wu, J., Sireli, Y., & Hendren, H. (2018). Renewable energy policy formulation for electricity generation in the United States. Energy Strategy Reviews, 22, 365-384.

Özelkan, E. C., Lim, C., & Adnan, Z. H. (2018). Conditions of reverse bullwhip effect in pricing under joint decision of replenishment and pricing. International Journal of Production Economics, 200, 207-223.

Vatani, B., Chowdhury, B., & Lin, J. (2018). The role of demand response as an alternative transmission expansion solution in a capacity market. IEEE Transactions on Industry Applications, 54(2), 1039-1046

Vatani, B., Chowdhury, B., Dehghan, S., & Amjady, N. (2018). A critical review of robust self-scheduling for generation companies under electricity price uncertainty. International Journal of Electrical Power & Energy Systems, 97, 428-439.

Wang, J., Li, X., Hong, T., & Wang, S. (2018). A semi-heterogeneous approach to combining crude oil price forecasts. Information Sciences, 460-461, 279-292.

Xie, J., & Hong, T. (2018). Temperature scenario generation for probabilistic load forecasting. IEEE Transactions on Smart Grid, 9(3), 1680-1687.

Xie, J., & Hong, T. (2018). Load forecasting using 24 solar terms. Journal of Modern Power Systems and Clean Energy, 6(2), 208-214.

Xie, J., & Hong, T. (2018). Variable selection methods for probabilistic load forecasting: empirical evidence from seven states of the United States. IEEE Transactions on Smart Grid, 9(6), 6039-6046

Xie, J., Chen, Y., Hong, T., & Laing, T. D. (2018). Relative humidity for load forecasting models. IEEE Transactions on Smart Grid, 9(1), 191-198.


2017 (6 PAPERS)


Abbasian-Hosseini, S. A., Liu, M., & Hsiang, S. M. (2017). Social network conformity and construction work plan reliability. Automation in Construction, 78, 1-12.

Doostan, M., & Chowdhury, B. H. (2017). Power distribution system fault cause analysis by using association rule mining. Electric Power Systems Research, 152, 140-147.

He, Q. (2017). Virtual items trade in online social games. International Journal of Production Economics, 187, 1-14.

Liu, B., Nowotarski, J., Hong, T., & Weron, R. (2017). Probabilistic load forecasting via quantile regression averaging on sister forecasts. IEEE Transactions on Smart Grid, 8(2), 730-737.

Xie, J., & Hong, T. (2017). Wind speed for load forecasting models. Sustainability, 9(5), 795.

Xie, J., Hong, T., Laing, T., & Kang, C. (2017). On normality assumption in residual simulation for probabilistic load forecasting. IEEE Transactions on Smart Grid, 8(3), 1046-1053.


2016 (8 PAPERS)


Hajifathalian, K., Howell, G., Wambeke, B. W., Hsiang, S. M., & Liu, M. (2016). “Oops” simulation: cost-benefits trade-off analysis of reliable planning for construction activities. Journal of Construction Engineering and Management, 142(8), 04016030

Hong, T., & Fan, S. (2016). Probabilistic electric load forecasting: a tutorial review. International Journal of Forecasting, 32(3), 914-938.

Hong, T., Pinson, P., Fan, S., Zareipour, H., Troccoli, A., & Hyndman, R. J. (2016). Probabilistic energy forecasting: Global Energy Forecasting Competition 2014 and beyond. International Journal of Forecasting, 32(3), 896-913.

Javanmardi, A., Abbasian-Hosseini, S. A., Liu, M., & Hsiang, S. M. (2016). Analysis of workflow variabilitys impacts on trade and project performance. Procedia Engineering, 145, 281-287.

Joshi, V., Lim, C., & Teng, S. G. (2016). Simulation study: improvement for non-urgent patient processes in the emergency department. Engineering Management Journal, 28(3), 145-157.

Nowotarski, J., Liu, B., Weron, R., & Hong, T. (2016). Improving short term load forecast accuracy via combining sister forecasts. Energy, 98, 40-49.

Wang, P., Liu, B., & Hong, T. (2016). Electric load forecasting with recency effect: a big data approach. International Journal of Forecasting, 32(3), 585-597.

Xie, J., & Hong, T. (2016). GEFCom2014 probabilistic electric load forecasting: an integrated solution with forecast combination and residual simulation. International Journal of Forecasting, 32(3), 1012-1016.


2015 (10 PAPERS)


Baggu, M. M., Chowdhury, B. H., & Kimball, J. W. (2015). Comparison of advanced control techniques for grid side converter of doubly-fed induction generator back-to-back converters to improve power quality performance during unbalanced voltage dips. IEEE Journal of Emerging and Selected Topics in Power Electronics, 3(2), 516-524.

Futrell, B. J., Ozelkan, E. C., & Brentrup, D. (2015). Bi-objective optimization of building enclosure design for thermal and lighting performance. Building and Environment, 92, 591-602.

Futrell, B. J., Ozelkan, E. C., & Brentrup, D. (2015). Optimizing complex building design for annual daylighting performance and evaluation of optimization algorithms. Energy and Buildings, 92, 234-245.

Hong, T., Wang, P., & White, L. (2015). Weather station selection for electric load forecasting. International Journal of Forecasting, 31(2), 286-295.

Kim, D., Bowen, J. D., & Ozelkan, E. C. (2015). Optimization of wastewater treatment plant operation for greenhouse gas mitigation. Journal of Environmental Management, 163, 39-48.

Lim, C., Sherali, H. D., & Glickman, T. S. (2015). Cost-of-quality optimization via zero-one polynomial programming. IIE Transactions, 47(3), 258-273.

Ozelkan, E., Bagis, S., Ozelkan, E. C., Ustundag, B. B., Yucel, M., & Ormeci, C. (2015). Spatial interpolation of climatic variables using land surface temperature and modified inverse distance weighting. International Journal of Remote Sensing, 36(4), 1000-1025.

Raghavan, S., & Chowdhury, B. (2015). State diagram-based life cycle management plans for power plant components. IEEE Transactions on Smart Grid, 6(2), 965-972.

Russell, M. M., Liu, M., & Hsiang, S. M. (2015) Planning for uncertainty: use of structural equation modelling to determine the causal structure of time buffer allocation, Construction Management and Economics, 33(10), 783-798.

Xie, J., Hong, T., & Stroud, J. (2015). Long-term retail energy forecasting with consideration of residential customer attrition. IEEE Transactions on Smart Grid, 6(5), 2245-2252


2014 (5 PAPERS)


Hong, T., & Wang, P. (2014). Fuzzy interaction regression for short term load forecasting. Fuzzy Optimization and Decision Making, 13(1), 91-103.

Okioga, I., Sireli, Y., & Storms, T. (2014). Energy saving goals and target setting for combined heat and power systems: a study based on data analysis of wastewater treatment plants in the U.S. International Journal of Energy Science, 4(4), 132.

Ozelkan, E. C., & Mayhorn, J. (2014). Using lean six sigma methodology to empower students for executing departmental initiatives. International Journal of Six Sigma and Competitive Advantage, 8(3/4), 176.

Ozelkan, E., Bagis, S., Ozelkan, E. C., Ustundag, B. B., & Ormeci, C. (2014). Land surface temperature retrieval for climate analysis and association with climate data. European Journal of Remote Sensing, 47(1), 655-669.

Rasheduzzaman, M., Chowdhury, B. H., & Bhaskara, S. (2014). Converting an old machines lab into a functioning power network with a microgrid for education. IEEE Transactions on Power Systems, 29(4), 1952-1962.