Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  investigate the factors that influence the customer’s decision in subscribing to a particular demand response management (DRM) scheme. Based on these factors,  suggest a classification of customer types that include non-green comfort seeking behavior (NCSB) and green incentive seeking behavior (GISB).  use multi-tier DRM plans that clearly specify the incentive and inconvenience for NCSB and GISB customers. The grid operator can obtain maximum profit margin (after paying out the incentives to participating users) from the DRM only if a specific number of customers participate in the NCSB and GISB plans. Any deviation from an ideal subscription pattern is undesirable from the grid’s perspective.  also develop a mathematical framework that is based on logistic regression and considers the quantifiable as ll as unquantifiable attributes of customer behavior. This model captures the probabilistic nature of customer preferences for different DRM plans. Simulation results reveal that the actual subscription of customers in NCSB and GISB plans significantly deviates from the ideal values. From these,  determine a compromise solution that lies beten the ideal and the actual solutions.  also identify that along with economic factors, social factors, such as peer pressure and prompting green or caring behavior, could also be used as potential tools by the grid operator to influence the customer preference.  can also be used by the grid operator to design appropriate multi-tier DRM plans.
['Aqsa Naeem', 'Ali Shabbir', 'Naveed Ul Hassan', 'Chau Yuen', 'Ayaz Ahmad', 'Wayes Tushar']
I am writing a research paper on a idea Understanding Customer Behavior in Multi-Tier Demand Response Management Program
[{"from": "human", "value": "I am writing a research paper on a idea Understanding Customer Behavior in Multi-Tier Demand Response Management Program"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  investigate the factors that influence the customer\u2019s decision in subscribing to a particular demand response management (DRM) scheme. Based on these factors,  suggest a classification of customer types that include non-green comfort seeking behavior (NCSB) and green incentive seeking behavior (GISB).  use multi-tier DRM plans that clearly specify the incentive and inconvenience for NCSB and GISB customers. The grid operator can obtain maximum profit margin (after paying out the incentives to participating users) from the DRM only if a specific number of customers participate in the NCSB and GISB plans. Any deviation from an ideal subscription pattern is undesirable from the grid\u2019s perspective.  also develop a mathematical framework that is based on logistic regression and considers the quantifiable as ll as unquantifiable attributes of customer behavior. This model captures the probabilistic nature of customer preferences for different DRM plans. Simulation results reveal that the actual subscription of customers in NCSB and GISB plans significantly deviates from the ideal values. From these,  determine a compromise solution that lies beten the ideal and the actual solutions.  also identify that along with economic factors, social factors, such as peer pressure and prompting green or caring behavior, could also be used as potential tools by the grid operator to influence the customer preference.  can also be used by the grid operator to design appropriate multi-tier DRM plans."}]