[
stringlengths 1
3.02k
|
|---|
}, |
{ |
"instruction": "The historical load data is: 4528.2,4394.8,4247.0,4089.7,3944.9,3825.8,3745.2,3716.4,3688.3,3778.4,3829.6,3972.4,4015.2,4143.7,4207.2,4089.2,4056.9,4046.8,3914.5,3765.5,3653.8,3580.2,3536.5,3455.6,3369.9,3337.2,3249.7,3254.6,3252.0,3253.7,3361.9,3448.3,3646.2,3883.2,4120.6,4417.4,4598.6,4685.1,4739.4,4810.7,4885.9,4832.5,4684.5,4575.5,4453.8,4338.5,4308.4,4482.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-7 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-8 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 280.35; the maximum temperature is 294.02; the humidity is 54.0; the pressure is 1027.0. Weather of the prediction date: the minimum temperature is 283.95; the maximum temperature is 301.81; the humidity is 52.0; the pressure is 1024.0. In 2020-11-07 00:01:00, the news that had the Long-Term Effect on Future Load Consumption is that The next-generation gaming consoles are promising some huge improvements, but is it enough to take the gaming throne?. The region that may be influenced is No specific region mentioned. The rationality is that The introduction of new gaming consoles could lead to increased residential energy consumption as they become widely adopted and used more frequently. This could be particularly impactful if the new consoles require more power or lead to longer gaming sessions.In 2020-11-07 12:56:00, the news that had the Short-Term Effect on Today's Load Consumption is that Victoria has recorded eight straight days of zero coronavirus cases as residents await a further easing of restrictions. This is what\u2019s likely to change on Sunday. The region that may be influenced is VIC. The rationality is that With COVID-19 restrictions easing, there could be a short-term increase in commercial and industrial load consumption as businesses reopen and activity resumes more fully, leading to an overall increase in energy demand.In 2020-11-07 16:59:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that A catastrophic fire danger, dust storms, wind and rain \u2013 that\u2019s all happening this week as Australia prepares for extreme weather conditions. The region that may be influenced is No specific region mentioned. The rationality is that Extreme weather conditions can cause immediate impacts on energy consumption patterns. The requirement for emergency services, increased use of heating or cooling systems, and the potential for power outages all have the potential to influence load consumption in real time.", |
"output": "4417.2,4272.4,4179.5,4022.4,3890.8,3749.9,3688.3,3620.4,3641.6,3710.2,3754.2,3800.1,3906.2,3890.8,3933.2,3752.5,3485.2,3412.7,3294.9,3179.0,3027.4,2927.4,2890.8,2814.5,2768.5,2767.6,2703.3,2752.1,2863.0,2946.0,3064.1,3239.6,3495.9,3776.1,4183.1,4423.4,4655.4,4727.2,4707.6,4756.3,4742.1,4637.5,4475.1,4319.2,4199.4,4106.2,4066.6,4294.5" |
}, |
{ |
"instruction": "The historical load data is: 4417.2,4272.4,4179.5,4022.4,3890.8,3749.9,3688.3,3620.4,3641.6,3710.2,3754.2,3800.1,3906.2,3890.8,3933.2,3752.5,3485.2,3412.7,3294.9,3179.0,3027.4,2927.4,2890.8,2814.5,2768.5,2767.6,2703.3,2752.1,2863.0,2946.0,3064.1,3239.6,3495.9,3776.1,4183.1,4423.4,4655.4,4727.2,4707.6,4756.3,4742.1,4637.5,4475.1,4319.2,4199.4,4106.2,4066.6,4294.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-8 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-9 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 283.95; the maximum temperature is 301.81; the humidity is 52.0; the pressure is 1024.0. Weather of the prediction date: the minimum temperature is 289.37; the maximum temperature is 304.73; the humidity is 38.0; the pressure is 1018.0. In 2020-11-08 09:40:00, the news that had the Long-Term Effect on Future Load Consumption is that Mental health initiatives and flexible work practices need to be prioritised in major construction contracts or the Berejiklian government\u2019s plan to build the state out of the COVID recession will be put at risk, infrastructure giant John Holland has warned. The region that may be influenced is NSW. The rationality is that The focus on prioritizing mental health initiatives and flexible work practices in major construction projects can potentially lead to sustainable changes in workforce management and productivity. As these practices become more ingrained, we could see a shift in how energy is consumed on construction sites and offices, influencing long-term load consumption patterns in New South Wales.There is no suitable news for Short-Term Effect on Today's Load Consumption.In 2020-11-08 08:31:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Metropolitan Melbourne will be reunited with regional Victoria once again, when the \u2018ring of steel\u2019 is scrapped at 11.59pm. Premier Daniel Andrews has also hinted at how a COVID-normal Christmas will look \u2014 but Victorians will have to wait another fortnight before the specifics are revealed. The region that may be influenced is VIC. The rationality is that The removal of the \u2018ring of steel\u2019 between metropolitan Melbourne and regional Victoria indicates increased mobility and activity that could result in a real-time direct effect on load consumption. As people move and businesses prepare for the changes, there could be an immediate impact on energy demand, particularly in the transportation sector.", |
"output": "4322.1,4156.8,4009.0,3956.4,3826.2,3710.0,3678.9,3700.3,3694.0,3834.3,4029.4,4300.3,4551.4,4787.0,4864.4,4640.8,4529.6,4299.2,4153.4,4027.1,3920.3,3926.0,3896.0,3927.7,3968.8,3994.7,4065.5,4193.9,4270.1,4334.5,4581.6,4756.9,5050.6,5246.9,5573.8,5690.3,5753.1,5669.9,5465.5,5388.4,5315.9,5129.0,4925.2,4641.3,4446.2,4347.7,4213.8,4394.4" |
}, |
{ |
"instruction": "The historical load data is: 4322.1,4156.8,4009.0,3956.4,3826.2,3710.0,3678.9,3700.3,3694.0,3834.3,4029.4,4300.3,4551.4,4787.0,4864.4,4640.8,4529.6,4299.2,4153.4,4027.1,3920.3,3926.0,3896.0,3927.7,3968.8,3994.7,4065.5,4193.9,4270.1,4334.5,4581.6,4756.9,5050.6,5246.9,5573.8,5690.3,5753.1,5669.9,5465.5,5388.4,5315.9,5129.0,4925.2,4641.3,4446.2,4347.7,4213.8,4394.4", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-9 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-10 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 289.37; the maximum temperature is 304.73; the humidity is 38.0; the pressure is 1018.0. Weather of the prediction date: the minimum temperature is 292.61; the maximum temperature is 300.11; the humidity is 36.0; the pressure is 1010.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-09 18:34:00, the news that had the Short-Term Effect on Today's Load Consumption is that Total fire bans will be in place in South Australia while an increasingly hot and unstable air mass brings thunderstorm risks. The region that may be influenced is SA. The rationality is that The imposition of total fire bans due to hot weather conditions will likely increase the use of air conditioning in the short term, which in turn increases load consumption.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4383.4,4239.9,4118.2,4011.9,3859.6,3739.4,3698.7,3661.3,3696.4,3760.3,3891.2,4131.6,4345.3,4594.2,4628.8,4485.6,4422.5,4398.3,4291.6,4194.5,4115.9,4168.9,4233.9,4321.1,4397.9,4483.8,4592.9,4817.8,4989.1,5171.1,5414.6,5732.6,6002.6,6194.1,6423.4,6528.4,6548.3,6438.7,6240.6,6040.1,5945.3,5706.9,5464.9,5153.9,4833.0,4628.4,4523.3,4678.2" |
}, |
{ |
"instruction": "The historical load data is: 4383.4,4239.9,4118.2,4011.9,3859.6,3739.4,3698.7,3661.3,3696.4,3760.3,3891.2,4131.6,4345.3,4594.2,4628.8,4485.6,4422.5,4398.3,4291.6,4194.5,4115.9,4168.9,4233.9,4321.1,4397.9,4483.8,4592.9,4817.8,4989.1,5171.1,5414.6,5732.6,6002.6,6194.1,6423.4,6528.4,6548.3,6438.7,6240.6,6040.1,5945.3,5706.9,5464.9,5153.9,4833.0,4628.4,4523.3,4678.2", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-10 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-11 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 292.61; the maximum temperature is 300.11; the humidity is 36.0; the pressure is 1010.0. Weather of the prediction date: the minimum temperature is 292.05; the maximum temperature is 297.1; the humidity is 56.0; the pressure is 1003.0. In 2020-11-10 21:50:00, the news that had the Long-Term Effect on Future Load Consumption is that Formula 1 have unveiled a provisional calendar for 2021, and Melbourne is once again set to host the season opener in March. The region that may be influenced is VIC. The rationality is that The recurring event, which attracts a large number of visitors and significant media attention, will likely contribute to long-term tourism and infrastructure development in the region, potentially increasing energy demand associated with transportation, hospitality, and related services.In 2020-11-10 12:00:00, the news that had the Short-Term Effect on Today's Load Consumption is that Severe storms and heavy rainfall is set to bring an elevated risk of \u2018thunderstorm asthma\u2019 to Victoria as a significant cold front batters the nation\u2019s southeast this week. The region that may be influenced is VIC. The rationality is that The increased use of healthcare facilities and individual households preparing for potential thunderstorm asthma events could lead to a heightened demand for electricity over a short term as people stay indoors and utilize more energy-intensive devices.In 2020-11-10 23:25:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that The warm conditions with dangerous lightning kept CFS crews busy overnight, who were called to 146 fires overnight. All fires have now been contained. The region that may be influenced is SA. The rationality is that The heightened activity to contain the fires would likely have led to an immediate increase in energy consumption due to the use of emergency services and equipment, as well as possible increased use of air conditioning systems in homes due to the warm conditions.", |
"output": "4593.3,4408.6,4255.8,4146.7,3995.9,3925.5,3896.8,3909.4,3961.8,4009.1,4168.3,4341.3,4612.9,4963.7,5139.9,5170.4,5213.0,5212.8,5246.9,5307.4,5273.8,5281.5,5293.6,5328.8,5397.9,5378.3,5388.7,5520.7,5498.6,5432.0,5526.6,5534.8,5475.7,5485.5,5633.3,5590.0,5510.6,5391.3,5269.7,5218.5,5138.9,4986.7,4832.6,4642.1,4497.2,4361.8,4299.9,4515.1" |
}, |
{ |
"instruction": "The historical load data is: 4593.3,4408.6,4255.8,4146.7,3995.9,3925.5,3896.8,3909.4,3961.8,4009.1,4168.3,4341.3,4612.9,4963.7,5139.9,5170.4,5213.0,5212.8,5246.9,5307.4,5273.8,5281.5,5293.6,5328.8,5397.9,5378.3,5388.7,5520.7,5498.6,5432.0,5526.6,5534.8,5475.7,5485.5,5633.3,5590.0,5510.6,5391.3,5269.7,5218.5,5138.9,4986.7,4832.6,4642.1,4497.2,4361.8,4299.9,4515.1", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-11 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-12 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 292.05; the maximum temperature is 297.1; the humidity is 56.0; the pressure is 1003.0. Weather of the prediction date: the minimum temperature is 288.03; the maximum temperature is 293.82; the humidity is 55.0; the pressure is 1005.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-11 07:52:00, the news that had the Short-Term Effect on Today's Load Consumption is that Health officials are urging residents in parts of Victoria to stay inside as a dangerous asthmatic thunderstorm prepares to smash the state. The region that may be influenced is VIC. The rationality is that A severe weather event can cause short-term spikes in energy use due to increased use of air conditioning, heating, and other protective measures against weather impacts.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4514.2,4312.0,4143.0,3996.6,3803.6,3753.1,3671.3,3675.7,3707.9,3831.5,3930.1,4183.5,4408.4,4704.2,4761.1,4590.6,4521.9,4499.6,4353.7,4329.2,4324.7,4336.5,4299.1,4336.8,4420.2,4367.6,4439.7,4528.3,4598.6,4621.5,4673.2,4828.8,4939.6,4996.4,5177.6,5256.1,5226.1,5164.8,5117.5,5108.4,5121.3,4957.8,4787.7,4632.5,4466.1,4396.1,4334.9,4526.3" |
}, |
{ |
"instruction": "The historical load data is: 4514.2,4312.0,4143.0,3996.6,3803.6,3753.1,3671.3,3675.7,3707.9,3831.5,3930.1,4183.5,4408.4,4704.2,4761.1,4590.6,4521.9,4499.6,4353.7,4329.2,4324.7,4336.5,4299.1,4336.8,4420.2,4367.6,4439.7,4528.3,4598.6,4621.5,4673.2,4828.8,4939.6,4996.4,5177.6,5256.1,5226.1,5164.8,5117.5,5108.4,5121.3,4957.8,4787.7,4632.5,4466.1,4396.1,4334.9,4526.3", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-12 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-13 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 288.03; the maximum temperature is 293.82; the humidity is 55.0; the pressure is 1005.0. Weather of the prediction date: the minimum temperature is 286.73; the maximum temperature is 294.2; the humidity is 76.0; the pressure is 1010.0. In 2020-11-12 00:00:00, the news that had the Long-Term Effect on Future Load Consumption is that Will Tasmania become a hot spot for interstate buyers looking for lifestyle and work-from-home opportunities? It feels likely. The region that may be influenced is TAS. The rationality is that An influx of interstate homebuyers to Tasmania may lead to increased population growth and urbanization, potentially resulting in heightened electricity demand in the long term due to more residential and commercial activities.In 2020-11-12 06:50:00, the news that had the Short-Term Effect on Today's Load Consumption is that Nearly 20,000 Sydneysiders have been asked to urgently present for testing after traces of coronavirus were found in the wastewater. The region that may be influenced is NSW. The rationality is that The call for a large number of people to undergo testing might lead to a short-term surge in consumption as testing facilities increase operations, plus residents may stay home and consume more energy while waiting for results.In 2020-11-12 09:56:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Residents have been told to batten down the hatches as wild weather lashes Australia\u2019s southeast, with Victoria to cop the brunt of it. The region that may be influenced is VIC. The rationality is that The severe weather conditions could lead to immediate disruptions in power supply, causing dips in load consumption due to outages, or could increase consumption due to residents heating or cooling their homes in response to the weather conditions.", |
"output": "4529.8,4394.7,4263.7,4119.3,3990.6,3873.0,3888.7,3854.9,3902.4,4032.4,4204.5,4437.3,4674.7,4969.6,5044.4,4872.1,4774.2,4687.6,4561.4,4463.0,4448.2,4475.2,4393.6,4344.7,4243.4,4168.1,4199.7,4185.0,4136.5,4103.6,4196.9,4293.0,4499.4,4620.8,4779.8,4901.9,4960.7,5006.6,5035.8,5024.3,5024.3,4938.7,4762.2,4640.0,4516.3,4416.4,4361.0,4581.7" |
}, |
{ |
"instruction": "The historical load data is: 4529.8,4394.7,4263.7,4119.3,3990.6,3873.0,3888.7,3854.9,3902.4,4032.4,4204.5,4437.3,4674.7,4969.6,5044.4,4872.1,4774.2,4687.6,4561.4,4463.0,4448.2,4475.2,4393.6,4344.7,4243.4,4168.1,4199.7,4185.0,4136.5,4103.6,4196.9,4293.0,4499.4,4620.8,4779.8,4901.9,4960.7,5006.6,5035.8,5024.3,5024.3,4938.7,4762.2,4640.0,4516.3,4416.4,4361.0,4581.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-13 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-14 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 286.73; the maximum temperature is 294.2; the humidity is 76.0; the pressure is 1010.0. Weather of the prediction date: the minimum temperature is 284.72; the maximum temperature is 304.74; the humidity is 48.0; the pressure is 1010.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-13 16:22:00, the news that had the Short-Term Effect on Today's Load Consumption is that A severe weather warning has been issued for Sydney and parts of the NSW coast, with some areas already experiencing large hail and damaging winds. The region that may be influenced is NSW. The rationality is that Severe weather conditions are likely to increase the use of electricity for heating or cooling and may cause disruptions, which can affect load consumption patterns in the short term.In 2018-02-28 21:58:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that no. The region that may be influenced is no. The rationality is that No immediate news items have been identified that would have a real-time direct effect on the current day's load consumption. Most news items relate to social and political events, rather than direct actionable occurrences that would instantly impact energy usage.", |
"output": "4578.6,4379.8,4260.7,4118.9,3993.9,3930.3,3869.3,3863.2,3845.0,3868.0,3957.7,4052.2,4105.6,4235.9,4300.8,4226.9,4184.2,4172.0,4052.1,4006.0,3931.5,3771.4,3689.3,3589.5,3435.0,3412.7,3372.0,3343.7,3257.4,3256.3,3390.4,3586.5,3756.3,3994.8,4298.6,4565.6,4665.6,4716.4,4709.3,4773.2,4752.0,4687.0,4576.2,4481.4,4333.6,4254.4,4245.8,4342.5" |
}, |
{ |
"instruction": "The historical load data is: 4578.6,4379.8,4260.7,4118.9,3993.9,3930.3,3869.3,3863.2,3845.0,3868.0,3957.7,4052.2,4105.6,4235.9,4300.8,4226.9,4184.2,4172.0,4052.1,4006.0,3931.5,3771.4,3689.3,3589.5,3435.0,3412.7,3372.0,3343.7,3257.4,3256.3,3390.4,3586.5,3756.3,3994.8,4298.6,4565.6,4665.6,4716.4,4709.3,4773.2,4752.0,4687.0,4576.2,4481.4,4333.6,4254.4,4245.8,4342.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-14 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-15 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 284.72; the maximum temperature is 304.74; the humidity is 48.0; the pressure is 1010.0. Weather of the prediction date: the minimum temperature is 289.24; the maximum temperature is 302.1; the humidity is 33.0; the pressure is 1008.0. In 2020-11-14 00:00:00, the news that had the Long-Term Effect on Future Load Consumption is that Expats, particularly from the US, are continuing their march back to Australia, and Sydney\u2019s lower north shore is on the wish list of many looking to buy a home. The region that may be influenced is NSW. The rationality is that An increase in population, particularly in a concentrated area, is likely to result in a long-term increase in energy consumption due to higher residential and potentially commercial activity. The return of expats could indicate a population growth trend.In 2020-11-14 11:20:00, the news that had the Short-Term Effect on Today's Load Consumption is that Temperatures are set to soar this weekend and into next week, hitting 40C in some capitals, as blistering heat is dragged from the desert to the cities. The region that may be influenced is Multiple regions. The rationality is that Extreme weather, especially heatwaves, typically lead to a short-term spike in energy consumption as residents and businesses increase the use of air conditioning and refrigeration to cope with the high temperatures.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4320.0,4145.6,4026.5,3878.4,3710.4,3595.7,3528.8,3502.8,3454.1,3466.0,3474.7,3503.3,3536.0,3582.3,3554.9,3586.7,3781.7,3772.8,3524.7,3415.6,3591.8,3626.8,3628.5,3531.2,3413.3,3378.7,3652.1,3883.0,3901.0,3889.8,4417.0,4708.0,4847.5,4910.8,4951.1,5047.2,5147.7,5145.9,5098.1,5099.9,5139.8,4970.7,4856.6,4724.2,4564.7,4434.8,4424.3,4616.3" |
}, |
{ |
"instruction": "The historical load data is: 4320.0,4145.6,4026.5,3878.4,3710.4,3595.7,3528.8,3502.8,3454.1,3466.0,3474.7,3503.3,3536.0,3582.3,3554.9,3586.7,3781.7,3772.8,3524.7,3415.6,3591.8,3626.8,3628.5,3531.2,3413.3,3378.7,3652.1,3883.0,3901.0,3889.8,4417.0,4708.0,4847.5,4910.8,4951.1,5047.2,5147.7,5145.9,5098.1,5099.9,5139.8,4970.7,4856.6,4724.2,4564.7,4434.8,4424.3,4616.3", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-15 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-16 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 289.24; the maximum temperature is 302.1; the humidity is 33.0; the pressure is 1008.0. Weather of the prediction date: the minimum temperature is 284.69; the maximum temperature is 294.28; the humidity is 62.0; the pressure is 1022.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-15 14:45:00, the news that had the Short-Term Effect on Today's Load Consumption is that An 'extremely dangerous' gas leak has forced the evacuation of Sydney Rd, with a section of the busy thoroughfare closed as the hazard continues to spread. The region that may be influenced is NSW. The rationality is that The gas leak and resulting road closure could lead to disruptions in local businesses and evacuations, which may temporarily alter energy consumption patterns in the affected area.In 2020-11-15 10:19:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Warnings over a large fire on Queensland's Fraser Island have been downgraded as fire crews try to keep it under control. The region that may be influenced is QLD. The rationality is that A large fire would have a direct effect on load consumption as emergency services and residents might consume more electricity due to increased activities such as using pumps, lighting in response, or evacuating potentially affected areas.", |
"output": "4556.1,4389.9,4241.7,4184.0,4071.3,3895.9,3807.8,3798.9,3811.3,3956.5,4108.7,4232.2,4457.7,4744.6,4730.4,4622.8,4544.3,4410.4,4234.7,4121.4,3979.6,3912.4,3996.1,3927.9,3887.6,3893.0,3934.3,3961.0,3974.8,4047.7,4171.6,4333.5,4509.7,4668.8,4874.8,4954.3,4941.3,4968.3,4918.0,4880.3,4866.2,4796.2,4579.6,4472.3,4344.0,4267.5,4209.6,4393.3" |
}, |
{ |
"instruction": "The historical load data is: 4556.1,4389.9,4241.7,4184.0,4071.3,3895.9,3807.8,3798.9,3811.3,3956.5,4108.7,4232.2,4457.7,4744.6,4730.4,4622.8,4544.3,4410.4,4234.7,4121.4,3979.6,3912.4,3996.1,3927.9,3887.6,3893.0,3934.3,3961.0,3974.8,4047.7,4171.6,4333.5,4509.7,4668.8,4874.8,4954.3,4941.3,4968.3,4918.0,4880.3,4866.2,4796.2,4579.6,4472.3,4344.0,4267.5,4209.6,4393.3", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-16 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-17 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 284.69; the maximum temperature is 294.28; the humidity is 62.0; the pressure is 1022.0. Weather of the prediction date: the minimum temperature is 283.62; the maximum temperature is 302.13; the humidity is 42.0; the pressure is 1022.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-16 06:56:00, the news that had the Short-Term Effect on Today's Load Consumption is that NSW and Qld are sweating through a day up to 16C above average, with one city experiencing its hottest November day since 2015. The region that may be influenced is NSW/QLD. The rationality is that Extreme temperatures typically lead to increased use of cooling systems, both in residential and commercial settings. This heat event in NSW and QLD is likely to result in a short-term spike in electricity consumption as inhabitants try to manage indoor temperatures.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4371.7,4218.7,4113.7,4000.1,3904.9,3838.3,3797.9,3806.6,3831.2,3948.0,4103.4,4349.4,4546.0,4793.4,4871.2,4657.4,4537.9,4444.5,4327.8,4218.2,4193.4,4171.4,4109.8,4030.9,4066.3,4118.4,4135.2,4073.6,4048.2,4047.5,4109.4,4218.9,4377.1,4576.5,4860.5,5043.7,5096.8,5112.5,5149.2,5131.4,5150.1,5006.0,4850.7,4638.5,4536.3,4451.6,4382.0,4566.7" |
}, |
{ |
"instruction": "The historical load data is: 4371.7,4218.7,4113.7,4000.1,3904.9,3838.3,3797.9,3806.6,3831.2,3948.0,4103.4,4349.4,4546.0,4793.4,4871.2,4657.4,4537.9,4444.5,4327.8,4218.2,4193.4,4171.4,4109.8,4030.9,4066.3,4118.4,4135.2,4073.6,4048.2,4047.5,4109.4,4218.9,4377.1,4576.5,4860.5,5043.7,5096.8,5112.5,5149.2,5131.4,5150.1,5006.0,4850.7,4638.5,4536.3,4451.6,4382.0,4566.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-17 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-18 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 283.62; the maximum temperature is 302.13; the humidity is 42.0; the pressure is 1022.0. Weather of the prediction date: the minimum temperature is 288.0; the maximum temperature is 307.94; the humidity is 34.0; the pressure is 1016.0. In 2020-11-17 19:33:00, the news that had the Long-Term Effect on Future Load Consumption is that Malcolm Turnbull claims there\u2019s one reason Scott Morrison is failing to act on climate change, as he lashed out at some former parliamentary colleagues. The region that may be influenced is Not specified. The rationality is that Discussions and political stances on climate change often lead to policy changes and regulations that influence energy production and consumption patterns in the long run.In 2020-11-17 21:49:00, the news that had the Short-Term Effect on Today's Load Consumption is that The Premier has announced a six-day lockdown across the state and widespread restrictions to prevent the Parafield cluster growing. The region that may be influenced is SA. The rationality is that A lockdown means businesses, schools, and many other establishments will be closed or will operate minimally, which would decrease energy consumption in the short term due to reduced commercial and industrial activity.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4565.6,4392.8,4287.5,4158.1,4055.9,3929.0,3859.3,3871.4,3864.5,3992.4,4135.0,4373.8,4601.4,4822.8,4887.6,4702.9,4492.0,4409.5,4222.4,4103.7,4033.4,4019.7,3995.5,4048.4,4076.8,4130.1,4196.3,4312.4,4420.9,4529.2,4710.9,4994.4,5240.5,5502.0,5781.3,5860.2,5945.2,5785.0,5716.3,5574.3,5521.8,5302.5,5093.2,4839.8,4629.4,4491.1,4398.9,4541.6" |
}, |
{ |
"instruction": "The historical load data is: 4565.6,4392.8,4287.5,4158.1,4055.9,3929.0,3859.3,3871.4,3864.5,3992.4,4135.0,4373.8,4601.4,4822.8,4887.6,4702.9,4492.0,4409.5,4222.4,4103.7,4033.4,4019.7,3995.5,4048.4,4076.8,4130.1,4196.3,4312.4,4420.9,4529.2,4710.9,4994.4,5240.5,5502.0,5781.3,5860.2,5945.2,5785.0,5716.3,5574.3,5521.8,5302.5,5093.2,4839.8,4629.4,4491.1,4398.9,4541.6", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-18 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-19 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 288.0; the maximum temperature is 307.94; the humidity is 34.0; the pressure is 1016.0. Weather of the prediction date: the minimum temperature is 288.85; the maximum temperature is 300.8; the humidity is 63.0; the pressure is 1018.0. There is no suitable news for long-term effect on future load consumption.There is no suitable news for Short-Term Effect on Today's Load Consumption.In 2020-11-18 09:44:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that South Australians have been told to 'come prepared' for long queues as thousands flock to the state's COVID-19 testing clinics. The region that may be influenced is SA. The rationality is that The influx of people to COVID-19 testing clinics can cause an immediate impact on energy load due to the need for 24/7 operation of these facilities, including lighting, heating/cooling, and electronic equipment such as computers and testing machinery.", |
"output": "4499.9,4318.8,4175.2,4051.1,3886.5,3811.2,3767.2,3800.6,3809.3,3885.9,4030.7,4254.9,4494.1,4769.0,4852.7,4778.4,4755.2,4724.8,4687.1,4590.3,4632.6,4706.8,4796.6,4860.1,4981.9,5166.8,5430.7,5570.6,5704.8,5780.2,6129.8,6385.1,6661.1,6871.5,7054.6,6991.6,7040.5,6981.1,6805.5,6520.6,6394.7,6056.7,5761.4,5479.2,5209.6,4963.0,4796.2,4894.6" |
}, |
{ |
"instruction": "The historical load data is: 4499.9,4318.8,4175.2,4051.1,3886.5,3811.2,3767.2,3800.6,3809.3,3885.9,4030.7,4254.9,4494.1,4769.0,4852.7,4778.4,4755.2,4724.8,4687.1,4590.3,4632.6,4706.8,4796.6,4860.1,4981.9,5166.8,5430.7,5570.6,5704.8,5780.2,6129.8,6385.1,6661.1,6871.5,7054.6,6991.6,7040.5,6981.1,6805.5,6520.6,6394.7,6056.7,5761.4,5479.2,5209.6,4963.0,4796.2,4894.6", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-19 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-20 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 288.85; the maximum temperature is 300.8; the humidity is 63.0; the pressure is 1018.0. Weather of the prediction date: the minimum temperature is 286.38; the maximum temperature is 299.01; the humidity is 77.0; the pressure is 1019.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-19 22:04:00, the news that had the Short-Term Effect on Today's Load Consumption is that It\u2019s about to get even hotter with a severe heatwave hitting parts of Australia. The region that may be influenced is No specific region. The rationality is that Immediate weather changes, especially heatwaves, can cause a significant short-term increase in energy consumption due to higher use of air conditioning and cooling systems.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4775.8,4560.2,4381.6,4267.0,4144.4,4064.6,4047.9,4028.6,3999.4,4105.2,4257.6,4410.5,4599.2,4821.0,4895.4,4764.8,4690.1,4665.7,4622.1,4503.5,4447.2,4351.8,4272.2,4307.0,4290.1,4253.5,4276.9,4310.5,4376.8,4469.9,4573.1,4687.9,4810.2,5046.5,5185.2,5286.2,5312.4,5250.1,5197.9,5110.4,5095.5,4997.8,4801.8,4640.3,4501.8,4397.1,4289.0,4456.0" |
}, |
{ |
"instruction": "The historical load data is: 4775.8,4560.2,4381.6,4267.0,4144.4,4064.6,4047.9,4028.6,3999.4,4105.2,4257.6,4410.5,4599.2,4821.0,4895.4,4764.8,4690.1,4665.7,4622.1,4503.5,4447.2,4351.8,4272.2,4307.0,4290.1,4253.5,4276.9,4310.5,4376.8,4469.9,4573.1,4687.9,4810.2,5046.5,5185.2,5286.2,5312.4,5250.1,5197.9,5110.4,5095.5,4997.8,4801.8,4640.3,4501.8,4397.1,4289.0,4456.0", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-20 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-21 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 286.38; the maximum temperature is 299.01; the humidity is 77.0; the pressure is 1019.0. Weather of the prediction date: the minimum temperature is 292.4; the maximum temperature is 301.49; the humidity is 64.0; the pressure is 1015.0. In 2020-11-20 10:10:00, the news that had the Long-Term Effect on Future Load Consumption is that Queensland Premier Annastacia Palaszczuk is the latest high-profile figure to back a controversial proposal to change the national anthem. The region that may be influenced is QLD. The rationality is that Proposals to change national symbols, such as the national anthem, often coincide with broader societal shifts that could have a long-term impact on the cultural dynamics and policy directions of a country. In the context of energy, this could lead to changes in national energy policies and legislation that may either increase or decrease future load consumption.In 2020-11-20 17:19:00, the news that had the Short-Term Effect on Today's Load Consumption is that A severe weather thunderstorm warning for damaging winds and large hailstones has been issued across multiple parts of NSW. The region that may be influenced is NSW. The rationality is that Severe weather warnings can lead to increased load consumption in the short term as individuals and businesses take precautions to protect against the elements, such as increased heating or cooling, battery charging, usage of electrical equipment for emergency preparations, etc.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4416.1,4260.4,4144.4,4052.1,3926.3,3830.3,3791.1,3816.9,3823.6,3875.2,3925.6,4005.2,4058.3,4176.5,4165.0,4187.5,4194.0,4043.5,3880.5,3883.7,3895.8,3956.6,3928.2,3910.3,4083.0,4321.8,4412.8,4450.6,4464.5,4566.8,4585.0,4643.0,4857.1,5123.6,5341.7,5376.9,5440.1,5415.5,5410.0,5301.0,5289.2,5152.2,4982.2,4895.2,4732.7,4575.0,4481.9,4725.8" |
}, |
{ |
"instruction": "The historical load data is: 4416.1,4260.4,4144.4,4052.1,3926.3,3830.3,3791.1,3816.9,3823.6,3875.2,3925.6,4005.2,4058.3,4176.5,4165.0,4187.5,4194.0,4043.5,3880.5,3883.7,3895.8,3956.6,3928.2,3910.3,4083.0,4321.8,4412.8,4450.6,4464.5,4566.8,4585.0,4643.0,4857.1,5123.6,5341.7,5376.9,5440.1,5415.5,5410.0,5301.0,5289.2,5152.2,4982.2,4895.2,4732.7,4575.0,4481.9,4725.8", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-21 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-22 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 292.4; the maximum temperature is 301.49; the humidity is 64.0; the pressure is 1015.0. Weather of the prediction date: the minimum temperature is 288.86; the maximum temperature is 292.56; the humidity is 100.0; the pressure is 1010.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-21 08:32:00, the news that had the Short-Term Effect on Today's Load Consumption is that Residents in a number of Melbourne suburbs are on coronavirus alert and urged to look out for symptoms after fragments were found in wastewater. The region that may be influenced is VIC. The rationality is that The news of potential COVID-19 cases can lead to an increased short-term load consumption as people might stay at home to avoid the risk of infection, thus increasing the use of residential electrical appliances. Additionally, businesses might operate differently or close, affecting the commercial load consumption.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4633.4,4467.8,4307.5,4150.9,4000.8,3926.6,3867.6,3909.8,3922.7,3944.5,3939.3,3966.2,3982.9,3958.6,4047.3,4188.5,4248.6,4361.9,4385.4,4513.7,4648.7,4646.4,4597.5,4503.1,4275.7,4104.3,3890.9,4092.5,4378.3,4851.0,5154.9,5241.8,5446.7,5566.9,5623.5,5614.2,5453.3,5312.8,5265.2,5133.6,5125.6,4973.2,4813.0,4614.6,4409.7,4295.2,4336.7,4567.7" |
}, |
{ |
"instruction": "The historical load data is: 4633.4,4467.8,4307.5,4150.9,4000.8,3926.6,3867.6,3909.8,3922.7,3944.5,3939.3,3966.2,3982.9,3958.6,4047.3,4188.5,4248.6,4361.9,4385.4,4513.7,4648.7,4646.4,4597.5,4503.1,4275.7,4104.3,3890.9,4092.5,4378.3,4851.0,5154.9,5241.8,5446.7,5566.9,5623.5,5614.2,5453.3,5312.8,5265.2,5133.6,5125.6,4973.2,4813.0,4614.6,4409.7,4295.2,4336.7,4567.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-22 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-23 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 288.86; the maximum temperature is 292.56; the humidity is 100.0; the pressure is 1010.0. Weather of the prediction date: the minimum temperature is 287.02; the maximum temperature is 293.2; the humidity is 63.0; the pressure is 1014.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-22 15:44:00, the news that had the Short-Term Effect on Today's Load Consumption is that NSW will ease a range of coronavirus rules from midnight tonight that will impact businesses, where people can travel and outdoor events. The region that may be influenced is NSW. The rationality is that The easing of COVID-19 restrictions in NSW could lead to an immediate increase in commercial and residential energy consumption as businesses extend operating hours and more events are scheduled, requiring additional lighting, heating or cooling.In 2020-11-22 11:06:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Six areas in Qld have been slapped with total fire bans until Monday due to \u2018challenging\u2019 fire conditions including humidity down to 20 per cent. The region that may be influenced is QLD. The rationality is that The imposition of total fire bans due to dry and hot conditions could have a real-time effect on electricity consumption as residents are likely to use more air conditioning to maintain comfort in their homes during a time of heightened fire danger and heat.", |
"output": "4513.0,4279.6,4172.6,4021.8,3909.7,3872.6,3877.9,3905.8,3956.4,4084.7,4210.5,4495.0,4752.2,5150.1,5329.6,5296.5,5274.2,5196.7,5201.0,5143.2,4997.7,4887.4,4870.3,4799.9,4710.3,4630.1,4495.9,4430.3,4326.1,4304.4,4350.6,4443.9,4611.2,4783.4,5055.4,5123.7,5169.4,5099.8,5057.9,5044.3,5076.1,4995.6,4806.0,4671.8,4550.2,4435.8,4384.3,4545.7" |
}, |
{ |
"instruction": "The historical load data is: 4513.0,4279.6,4172.6,4021.8,3909.7,3872.6,3877.9,3905.8,3956.4,4084.7,4210.5,4495.0,4752.2,5150.1,5329.6,5296.5,5274.2,5196.7,5201.0,5143.2,4997.7,4887.4,4870.3,4799.9,4710.3,4630.1,4495.9,4430.3,4326.1,4304.4,4350.6,4443.9,4611.2,4783.4,5055.4,5123.7,5169.4,5099.8,5057.9,5044.3,5076.1,4995.6,4806.0,4671.8,4550.2,4435.8,4384.3,4545.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-23 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-24 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 287.02; the maximum temperature is 293.2; the humidity is 63.0; the pressure is 1014.0. Weather of the prediction date: the minimum temperature is 285.83; the maximum temperature is 303.75; the humidity is 68.0; the pressure is 1012.0. In 2020-11-23 08:25:00, the news that had the Long-Term Effect on Future Load Consumption is that In 2020-11-23 08:25:00, the Prime Minister has spoken to global leaders about Australia\u2019s action on climate change at a G20 virtual summit event. The region that may be influenced is Australia. The rationality is that Discussions about climate action often lead to long-term energy policy changes. Investments in renewable energy and energy efficiency measures can significantly alter future load consumption across Australia.In 2020-11-23 17:35:00, the news that had the Short-Term Effect on Today's Load Consumption is that In 2020-11-23 17:35:00, a \u2018wave of extreme weather\u2019 is set to hit Australia with record-breaking maximum temperatures and consecutive days north of 40C. The region that may be influenced is Australia. The rationality is that Extreme weather, especially high temperatures, can cause a spike in load consumption due to increased use of air conditioning and cooling systems.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4480.2,4339.2,4217.8,4092.4,4017.8,3912.1,3868.8,3888.4,3890.0,4014.1,4132.4,4368.0,4609.2,4899.9,5017.4,4917.1,4789.1,4721.7,4644.3,4549.1,4563.6,4520.3,4379.0,4254.2,4220.9,4216.1,4216.0,4275.3,4278.8,4288.8,4447.2,4593.6,4706.0,4886.1,5064.2,5107.9,5166.9,5157.0,5174.5,5142.1,5133.3,5040.2,4914.4,4731.9,4593.9,4483.8,4456.9,4650.0" |
}, |
{ |
"instruction": "The historical load data is: 4480.2,4339.2,4217.8,4092.4,4017.8,3912.1,3868.8,3888.4,3890.0,4014.1,4132.4,4368.0,4609.2,4899.9,5017.4,4917.1,4789.1,4721.7,4644.3,4549.1,4563.6,4520.3,4379.0,4254.2,4220.9,4216.1,4216.0,4275.3,4278.8,4288.8,4447.2,4593.6,4706.0,4886.1,5064.2,5107.9,5166.9,5157.0,5174.5,5142.1,5133.3,5040.2,4914.4,4731.9,4593.9,4483.8,4456.9,4650.0", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-24 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-25 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 285.83; the maximum temperature is 303.75; the humidity is 68.0; the pressure is 1012.0. Weather of the prediction date: the minimum temperature is 288.96; the maximum temperature is 294.84; the humidity is 77.0; the pressure is 1015.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-24 16:03:00, the news that had the Short-Term Effect on Today's Load Consumption is that Extreme weather stretching 4500km is set to break all-time heat records with some towns right in the crosshairs of the blistering conditions. The region that may be influenced is NSW/QLD. The rationality is that The extreme heat event will likely lead to increased use of air conditioning systems, thus increasing the short-term power load consumption to cool down homes and other buildings across the affected regions.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4633.2,4496.5,4354.5,4268.2,4155.1,4058.2,4023.0,4029.0,4051.5,4179.8,4279.1,4533.8,4745.9,4972.2,4989.1,4767.8,4686.3,4585.6,4460.2,4352.8,4291.4,4236.5,4291.0,4323.7,4362.2,4451.2,4542.2,4718.9,4882.5,5023.5,5297.1,5515.0,5713.5,5915.0,6145.1,6333.1,6430.3,6368.7,6227.3,6073.8,5933.4,5701.0,5492.9,5189.9,4977.1,4778.4,4685.5,4887.5" |
}, |
{ |
"instruction": "The historical load data is: 4633.2,4496.5,4354.5,4268.2,4155.1,4058.2,4023.0,4029.0,4051.5,4179.8,4279.1,4533.8,4745.9,4972.2,4989.1,4767.8,4686.3,4585.6,4460.2,4352.8,4291.4,4236.5,4291.0,4323.7,4362.2,4451.2,4542.2,4718.9,4882.5,5023.5,5297.1,5515.0,5713.5,5915.0,6145.1,6333.1,6430.3,6368.7,6227.3,6073.8,5933.4,5701.0,5492.9,5189.9,4977.1,4778.4,4685.5,4887.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-25 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-26 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 288.96; the maximum temperature is 294.84; the humidity is 77.0; the pressure is 1015.0. Weather of the prediction date: the minimum temperature is 283.22; the maximum temperature is 308.79; the humidity is 52.0; the pressure is 1012.0. There is no suitable news for long-term effect on future load consumption.In 2020-11-25 11:18:00, the news that had the Short-Term Effect on Today's Load Consumption is that An extreme fire weather warning has been issued for the Mount Lofty Ranges today, as well as numerous severe danger ratings as the mercury soars to 40C. The region that may be influenced is SA. The rationality is that Extreme weather conditions like high temperatures can lead to an increase in energy consumption as residents and businesses turn to cooling systems to beat the heat. This could result in a short-term spike in load consumption, particularly in the SA region, where the fire warning has been issued.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4810.4,4627.7,4503.8,4411.6,4274.8,4174.5,4152.6,4113.6,4135.2,4164.9,4259.6,4481.1,4674.6,4925.8,5064.5,4946.8,4979.7,4903.0,4868.9,4839.1,4805.7,4714.4,4642.0,4556.9,4462.2,4401.4,4290.0,4231.7,4234.4,4243.2,4290.4,4442.4,4582.6,4787.6,5007.0,5175.4,5213.9,5246.2,5192.5,5188.8,5171.4,5094.2,4905.3,4747.9,4581.0,4512.9,4437.2,4649.9" |
}, |
{ |
"instruction": "The historical load data is: 4810.4,4627.7,4503.8,4411.6,4274.8,4174.5,4152.6,4113.6,4135.2,4164.9,4259.6,4481.1,4674.6,4925.8,5064.5,4946.8,4979.7,4903.0,4868.9,4839.1,4805.7,4714.4,4642.0,4556.9,4462.2,4401.4,4290.0,4231.7,4234.4,4243.2,4290.4,4442.4,4582.6,4787.6,5007.0,5175.4,5213.9,5246.2,5192.5,5188.8,5171.4,5094.2,4905.3,4747.9,4581.0,4512.9,4437.2,4649.9", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-11-26 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-11-27 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 283.22; the maximum temperature is 308.79; the humidity is 52.0; the pressure is 1012.0. Weather of the prediction date: the minimum temperature is 290.53; the maximum temperature is 299.93; the humidity is 64.0; the pressure is 1004.0. In 2020-11-26 13:17:00, the news that had the Long-Term Effect on Future Load Consumption is that Some iconic brands are returning to Australian hands with Bega Cheese proving the victor in a deal that was once headed for Chinese ownership. The region that may be influenced is VIC. The rationality is that The return of iconic brands to Australian ownership could signal greater support for local industries and manufacturing which may lead to increased energy demands as these companies grow and expand. It can also foster a sense of national pride and preference for locally produced goods, potentially triggering a broader trend in industrial development within the country.In 2020-11-26 12:42:00, the news that had the Short-Term Effect on Today's Load Consumption is that Millions have been warned to brace for temperatures well into the 40s while others are looking at several days above that, as a heatwave begins. The region that may be influenced is Various Regions. The rationality is that A heatwave causing temperatures well into the 40s will likely lead to a significant increase in the use of air conditioning and cooling systems, thus resulting in a higher energy consumption. People tend to stay indoors during such extreme weather events, leading to increased use of household electronics and appliances as well.In NA, the news that had the Real-Time Direct Effect on Today's Load Consumption is that No Suitable News. The region that may be influenced is NA. The rationality is that NA", |
"output": "4605.0,4412.6,4325.0,4197.7,4088.0,3984.9,3958.6,3958.5,4011.3,4130.8,4255.5,4445.9,4655.9,4877.9,4928.0,4795.3,4678.7,4567.9,4400.9,4343.8,4347.7,4427.1,4465.9,4546.1,4712.2,4882.5,5019.7,5236.5,5466.6,5726.3,6057.9,6311.4,6613.8,6887.9,7048.6,7140.2,7200.3,7095.7,6938.6,6775.1,6714.1,6484.1,6264.4,5950.0,5646.4,5357.1,5139.9,5219.1" |