[
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{ |
"instruction": "The historical load data is: 7612.7,7457.6,7243.2,6918.6,6676.6,6513.2,6400.0,6317.4,6242.1,6229.3,6198.1,6241.4,6290.9,6415.2,6508.1,6749.0,6921.0,7208.9,7441.7,7711.7,7996.0,8241.9,8448.3,8662.5,8903.6,9098.2,9261.0,9438.9,9618.1,9761.4,9932.6,10088.0,10243.0,10398.5,10562.7,10612.8,10522.1,10333.5,10063.5,9801.1,9696.4,9474.1,9220.3,8956.1,8574.7,8412.8,8118.3,7839.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-1 that is Weekday, and it is a public holiday: New Year's Day. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2019-1-2 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.77; the maximum temperature is 304.18; the humidity is 66.0; the pressure is 1011.0. Weather of the prediction date: the minimum temperature is 294.54; the maximum temperature is 302.04; the humidity is 64.0; the pressure is 1013.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-01 22:36:00, the news that had the Short-Term Effect on Today's Load Consumption is that Cape York is in for a long night of rain and galeforce winds after Cyclone Penny made landfall earlier today. The region that may be influenced is QLD. The rationality is that The impact of Cyclone Penny with its rain and galeforce winds is likely to have an immediate short-term effect on energy consumption as residents and businesses may increase their use of electricity for additional lighting, heating, or pumping out water from flooded areas, while some may experience power outages resulting in a decrease in load consumption.In 2019-01-01 09:59:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Tropical Cyclone Penny is expected to cross the Queensland coast this afternoon, after already recording wind gusts up to 100kmh. The region that may be influenced is QLD. The rationality is that The direct effect of Tropical Cyclone Penny on load consumption will involve both increased and decreased consumption patterns, as some areas may use more resources to deal with the storm's impacts, while other areas may lose power completely. There's a real-time impact as the community reacts and adapts to the cyclone's immediate threat.", |
"output": "7633.8,7361.0,7136.0,6840.9,6624.9,6481.7,6426.5,6431.3,6466.9,6616.1,6686.2,6963.8,7234.6,7545.8,7819.5,8102.2,8342.4,8582.6,8781.7,8959.6,9173.4,9426.9,9619.0,9802.6,10005.1,10136.4,10342.1,10521.1,10716.8,10942.5,10901.9,10754.9,10724.1,10498.2,10434.6,10252.5,10187.4,9940.8,9693.8,9558.5,9444.0,9253.6,8946.8,8820.5,8444.4,8325.2,8043.2,7845.5" |
}, |
{ |
"instruction": "The historical load data is: 7633.8,7361.0,7136.0,6840.9,6624.9,6481.7,6426.5,6431.3,6466.9,6616.1,6686.2,6963.8,7234.6,7545.8,7819.5,8102.2,8342.4,8582.6,8781.7,8959.6,9173.4,9426.9,9619.0,9802.6,10005.1,10136.4,10342.1,10521.1,10716.8,10942.5,10901.9,10754.9,10724.1,10498.2,10434.6,10252.5,10187.4,9940.8,9693.8,9558.5,9444.0,9253.6,8946.8,8820.5,8444.4,8325.2,8043.2,7845.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-2 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 2019-1-3 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 294.54; the maximum temperature is 302.04; the humidity is 64.0; the pressure is 1013.0. Weather of the prediction date: the minimum temperature is 293.03; the maximum temperature is 306.13; the humidity is 69.0; the pressure is 1013.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-02 18:59:00, the news that had the Short-Term Effect on Today's Load Consumption is that Tropical cyclone Penny has reformed in the Coral Sea with weather forecasters predicting the storm will head back towards the east coast. The region that may be influenced is QLD. The rationality is that The presence of a tropical cyclone could lead to short-term fluctuations in load consumption as areas prepare for potential power outages or increased usage from emergency services and storm preparations. However, actual consumption might be reduced if outages occur and interrupt supply.In 2019-01-02 20:27:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Darwin has sweated through its driest December since 1991, the Bureau of Meteorology has revealed. The region that may be influenced is WA. The rationality is that Given the dry conditions, there may be a higher usage of air conditioning and cooling systems leading to an immediate increase in electricity load consumption. The news report corresponds with the timeframe for possible real-time effects.", |
"output": "7667.5,7422.3,7222.8,6955.2,6726.2,6619.1,6569.4,6529.2,6522.6,6625.2,6721.6,6987.9,7206.5,7525.7,7877.8,8157.3,8338.1,8538.9,8596.9,8756.0,8877.0,8986.0,9161.8,9276.8,9477.4,9576.9,9614.9,9747.6,9893.6,10106.7,10268.2,10440.9,10540.1,10449.6,10354.6,10127.3,9999.4,9855.6,9656.4,9553.0,9499.1,9297.6,9002.2,8845.9,8633.8,8438.8,8193.0,7961.8" |
}, |
{ |
"instruction": "The historical load data is: 7667.5,7422.3,7222.8,6955.2,6726.2,6619.1,6569.4,6529.2,6522.6,6625.2,6721.6,6987.9,7206.5,7525.7,7877.8,8157.3,8338.1,8538.9,8596.9,8756.0,8877.0,8986.0,9161.8,9276.8,9477.4,9576.9,9614.9,9747.6,9893.6,10106.7,10268.2,10440.9,10540.1,10449.6,10354.6,10127.3,9999.4,9855.6,9656.4,9553.0,9499.1,9297.6,9002.2,8845.9,8633.8,8438.8,8193.0,7961.8", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-3 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 2019-1-4 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.03; the maximum temperature is 306.13; the humidity is 69.0; the pressure is 1013.0. Weather of the prediction date: the minimum temperature is 292.88; the maximum temperature is 310.26; the humidity is 32.0; the pressure is 1007.0. In 2019-01-03 16:40:00, the news that had the Long-Term Effect on Future Load Consumption is that Work on WA\u2019s latest $1b lithium plant will start within days as US resources giant Albemarle begins building a major processing facility outside Bunbury, creating hundreds of jobs. The region that may be influenced is WA. The rationality is that The establishment of a $1b lithium plant signifies substantial industrial development, which correlates with an increased energy demand for the region in the long term. More jobs can lead to population growth, further urbanization, and additional demand on the energy grid.In 2019-01-03 17:57:00, the news that had the Short-Term Effect on Today's Load Consumption is that SA just sweltered through a very warm night, after a day of extreme heat where some regional areas reached nearly 48C. And while a cool change is coming, total fire bans are in place for three areas. The region that may be influenced is SA. The rationality is that Extreme temperatures lead to increased use of air conditioning and other cooling systems, which raises the energy load consumption significantly in the short-term as residents and businesses seek to mitigate the effects of the heatwave.In 2019-01-03 10:11:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that An unseasonal downpour has wreaked havoc on Perth\u2019s electricity network this morning. The region that may be influenced is WA. The rationality is that The immediate impact of severe weather conditions, such as the unseasonal downpour affecting the electricity network, could cause outages and disrupt supply, leading to a real-time direct effect on the electrical load consumption due to repairs and emergency responses.", |
"output": "7713.8,7488.2,7240.7,6968.6,6698.8,6601.0,6517.7,6533.3,6527.7,6684.8,6769.1,7052.5,7357.0,7685.3,7962.1,8235.5,8400.5,8661.0,8860.0,9025.5,9243.3,9443.8,9657.3,9802.5,9975.5,10207.4,10370.3,10573.4,10781.2,11023.7,11293.2,11480.6,11720.3,11849.3,11899.3,11669.9,11581.6,11273.4,10920.0,10762.7,10680.3,10503.1,10156.1,9855.0,9444.5,9230.2,8896.5,8580.2" |
}, |
{ |
"instruction": "The historical load data is: 7713.8,7488.2,7240.7,6968.6,6698.8,6601.0,6517.7,6533.3,6527.7,6684.8,6769.1,7052.5,7357.0,7685.3,7962.1,8235.5,8400.5,8661.0,8860.0,9025.5,9243.3,9443.8,9657.3,9802.5,9975.5,10207.4,10370.3,10573.4,10781.2,11023.7,11293.2,11480.6,11720.3,11849.3,11899.3,11669.9,11581.6,11273.4,10920.0,10762.7,10680.3,10503.1,10156.1,9855.0,9444.5,9230.2,8896.5,8580.2", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-4 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 2019-1-5 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 292.88; the maximum temperature is 310.26; the humidity is 32.0; the pressure is 1007.0. Weather of the prediction date: the minimum temperature is 291.01; the maximum temperature is 293.63; the humidity is 82.0; the pressure is 1017.0. In 2019-01-04 00:00:00, the news that had the Long-Term Effect on Future Load Consumption is that THE last of a generation of original shacks full of family holiday memories on the Bellarine Peninsula and Surf Coast are genuine budget beach houses for great getaways. The region that may be influenced is VIC. The rationality is that Development of affordable housing and holiday destinations can lead to population growth and potential urbanization in the area, which may increase residential energy consumption in the long-term.In 2019-01-04 10:28:00, the news that had the Short-Term Effect on Today's Load Consumption is that One graph has shown the very instant Melbourne\u2019s once in five year heat disappeared, with the mercury dropping from 42C to just 22C in minutes. The region that may be influenced is VIC. The rationality is that The sudden drop in temperature is likely to decrease the use of air conditioning systems, which would reduce the energy load consumption in the short-term.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "8304.4,7961.9,7619.9,7298.0,7048.6,6921.5,6808.9,6750.1,6707.4,6741.5,6749.0,6854.8,6990.2,7271.3,7619.3,7995.1,8432.0,8903.8,9274.2,9626.1,9956.1,10294.0,10429.7,10573.6,10670.9,10780.2,10828.9,10681.8,10569.6,10282.9,10162.8,10078.2,9848.0,9674.6,9532.0,9276.0,9098.9,8801.4,8495.4,8429.5,8307.8,8095.0,7911.0,7795.2,7614.4,7496.9,7346.8,7167.1" |
}, |
{ |
"instruction": "The historical load data is: 8304.4,7961.9,7619.9,7298.0,7048.6,6921.5,6808.9,6750.1,6707.4,6741.5,6749.0,6854.8,6990.2,7271.3,7619.3,7995.1,8432.0,8903.8,9274.2,9626.1,9956.1,10294.0,10429.7,10573.6,10670.9,10780.2,10828.9,10681.8,10569.6,10282.9,10162.8,10078.2,9848.0,9674.6,9532.0,9276.0,9098.9,8801.4,8495.4,8429.5,8307.8,8095.0,7911.0,7795.2,7614.4,7496.9,7346.8,7167.1", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-5 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 2019-1-6 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 291.01; the maximum temperature is 293.63; the humidity is 82.0; the pressure is 1017.0. Weather of the prediction date: the minimum temperature is 291.79; the maximum temperature is 294.95; the humidity is 73.0; the pressure is 1020.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-05 18:40:00, the news that had the Short-Term Effect on Today's Load Consumption is that After a scorching start to 2019, Sydneysiders are experiencing a cool change as a much-needed cold front moves up and across NSW bringing short and intense thunderstorms to round out a hot and humid day. The region that may be influenced is NSW. The rationality is that The short-term weather change and thunderstorms in the region can lead to a temporary boost in energy use due to an increased need for air conditioning and other climate control systems during extreme weather conditions.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7035.6,6848.3,6637.1,6419.4,6267.9,6131.0,6100.3,6109.8,6094.6,6100.3,6133.4,6193.4,6225.6,6396.4,6514.9,6648.5,6822.1,6959.1,7095.6,7155.8,7160.0,7169.8,7145.7,7039.0,7033.6,7002.9,6964.5,6938.9,6965.5,7035.8,7132.8,7226.6,7351.8,7467.3,7623.8,7697.4,7713.1,7674.7,7637.2,7599.9,7610.3,7510.9,7359.6,7255.0,7133.6,7065.0,6875.5,6729.8" |
}, |
{ |
"instruction": "The historical load data is: 7035.6,6848.3,6637.1,6419.4,6267.9,6131.0,6100.3,6109.8,6094.6,6100.3,6133.4,6193.4,6225.6,6396.4,6514.9,6648.5,6822.1,6959.1,7095.6,7155.8,7160.0,7169.8,7145.7,7039.0,7033.6,7002.9,6964.5,6938.9,6965.5,7035.8,7132.8,7226.6,7351.8,7467.3,7623.8,7697.4,7713.1,7674.7,7637.2,7599.9,7610.3,7510.9,7359.6,7255.0,7133.6,7065.0,6875.5,6729.8", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-6 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 2019-1-7 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 291.79; the maximum temperature is 294.95; the humidity is 73.0; the pressure is 1020.0. Weather of the prediction date: the minimum temperature is 293.58; the maximum temperature is 304.19; the humidity is 64.0; the pressure is 1014.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-06 18:49:00, the news that had the Short-Term Effect on Today's Load Consumption is that With Penny a moderate chance of whipping back into cyclone strength, Townsville is tipped for some decent rainfall this week. The region that may be influenced is QLD. The rationality is that The prospect of a cyclone and associated rainfall may influence short-term energy demand due to potential disruptions, increased use of emergency and weather-related systems, or modification in energy use patterns.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "6614.8,6542.9,6423.0,6210.8,6064.7,5995.4,5973.3,6018.2,6039.9,6267.4,6470.6,6787.9,7111.7,7382.3,7648.8,7882.6,8052.6,8289.6,8357.1,8329.4,8377.3,8327.1,8381.2,8412.7,8397.6,8472.6,8420.9,8432.2,8420.4,8443.7,8555.8,8570.2,8626.8,8664.3,8773.4,8632.5,8665.9,8522.1,8459.4,8434.3,8443.8,8299.8,8110.3,8071.5,7895.7,7873.0,7750.4,7559.0" |
}, |
{ |
"instruction": "The historical load data is: 6614.8,6542.9,6423.0,6210.8,6064.7,5995.4,5973.3,6018.2,6039.9,6267.4,6470.6,6787.9,7111.7,7382.3,7648.8,7882.6,8052.6,8289.6,8357.1,8329.4,8377.3,8327.1,8381.2,8412.7,8397.6,8472.6,8420.9,8432.2,8420.4,8443.7,8555.8,8570.2,8626.8,8664.3,8773.4,8632.5,8665.9,8522.1,8459.4,8434.3,8443.8,8299.8,8110.3,8071.5,7895.7,7873.0,7750.4,7559.0", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-7 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 2019-1-8 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.58; the maximum temperature is 304.19; the humidity is 64.0; the pressure is 1014.0. Weather of the prediction date: the minimum temperature is 292.96; the maximum temperature is 304.25; the humidity is 63.0; the pressure is 1010.0. In 2019-01-07 22:30:00, the news that had the Long-Term Effect on Future Load Consumption is that Bushfire season is intensifying, yet many buildings are being planned using out-of-date maps. See the map of all fires in the past two years and what the CFS says is at risk. The region that may be influenced is SA. The rationality is that Increased frequency and intensity of bushfires due to climate change can lead to long-term challenges related to energy infrastructure resilience, planning, and consumption patterns as more energy may be required for prevention, response, and recovery efforts.In 2019-01-07 11:28:00, the news that had the Short-Term Effect on Today's Load Consumption is that The Bureau of Meteorology say showers and overcast conditions in the southeast are set to continue as ex-Tropical Cyclone Penny moves back towards the Queensland coast. The region that may be influenced is QLD. The rationality is that Inclement weather from Cyclone Penny could lead to a fluctuation in energy usage patterns, with potential impacts on both heating and cooling demand in the short-term as well as affecting energy generation and supply systems.In 2019-01-07 23:22:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that A large fire burning in piles of scrap metal in Port Adelaide is sending smoke drifting over the surrounding suburbs. The region that may be influenced is SA. The rationality is that The immediate effects of the fire could lead to an increase in energy consumption due to heightened use of emergency services, air filtration systems, and potential displacement of residents requiring temporary accommodation and energy usage elsewhere.", |
"output": "7426.6,7220.9,6975.9,6796.1,6545.4,6399.1,6391.0,6376.9,6455.0,6607.8,6777.5,7159.9,7440.7,7749.1,8054.8,8315.2,8557.5,8728.0,8748.1,8833.2,8919.6,8974.1,9055.2,9130.9,9219.6,9324.6,9530.1,9604.8,9816.1,9980.4,10275.0,10492.0,10538.1,10498.4,10494.3,10240.0,10154.5,9873.1,9776.2,9613.2,9452.4,9186.0,8809.3,8598.9,8327.4,8188.9,7984.4,7722.9" |
}, |
{ |
"instruction": "The historical load data is: 7426.6,7220.9,6975.9,6796.1,6545.4,6399.1,6391.0,6376.9,6455.0,6607.8,6777.5,7159.9,7440.7,7749.1,8054.8,8315.2,8557.5,8728.0,8748.1,8833.2,8919.6,8974.1,9055.2,9130.9,9219.6,9324.6,9530.1,9604.8,9816.1,9980.4,10275.0,10492.0,10538.1,10498.4,10494.3,10240.0,10154.5,9873.1,9776.2,9613.2,9452.4,9186.0,8809.3,8598.9,8327.4,8188.9,7984.4,7722.9", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-8 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 2019-1-9 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 292.96; the maximum temperature is 304.25; the humidity is 63.0; the pressure is 1010.0. Weather of the prediction date: the minimum temperature is 293.55; the maximum temperature is 296.11; the humidity is 79.0; the pressure is 1017.0. In 2019-01-08 12:41:08, the news that had the Long-Term Effect on Future Load Consumption is that The state\u2019s revamped Training and Skills Commission needs new talent to fill a range of key industry councils to advise on future training needs for South Australia. The region that may be influenced is SA. The rationality is that The involvement of a revamped Training and Skills Commission suggests long-term development in educational infrastructure and workforce skills, which can be expected to affect industrial growth and hence energy consumption.In 2019-01-08 22:56:00, the news that had the Short-Term Effect on Today's Load Consumption is that A man has been critically hurt after reports of an explosion in Brisbane\u2019s southeast. The region that may be influenced is QLD. The rationality is that The explosion could lead to an increased demand for emergency services and healthcare facilities in the short term, which typically involves a higher than usual load consumption due to additional lighting, medical equipment use, etc.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7655.1,7368.1,7212.9,6876.2,6685.9,6592.7,6518.1,6479.1,6551.4,6752.8,6896.6,7214.2,7540.7,7862.8,8124.5,8384.1,8507.6,8666.1,8921.9,9070.2,9287.8,9415.8,9518.6,9591.5,9659.8,9757.0,9913.0,9942.1,10010.2,10038.3,10030.0,10077.6,10120.9,9976.5,9908.6,9667.8,9480.2,9289.4,9115.0,9015.5,8998.2,8833.1,8532.7,8321.9,8103.1,7976.1,7816.5,7685.6" |
}, |
{ |
"instruction": "The historical load data is: 7655.1,7368.1,7212.9,6876.2,6685.9,6592.7,6518.1,6479.1,6551.4,6752.8,6896.6,7214.2,7540.7,7862.8,8124.5,8384.1,8507.6,8666.1,8921.9,9070.2,9287.8,9415.8,9518.6,9591.5,9659.8,9757.0,9913.0,9942.1,10010.2,10038.3,10030.0,10077.6,10120.9,9976.5,9908.6,9667.8,9480.2,9289.4,9115.0,9015.5,8998.2,8833.1,8532.7,8321.9,8103.1,7976.1,7816.5,7685.6", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-9 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 2019-1-10 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.55; the maximum temperature is 296.11; the humidity is 79.0; the pressure is 1017.0. Weather of the prediction date: the minimum temperature is 292.98; the maximum temperature is 301.45; the humidity is 72.0; the pressure is 1018.0. In 2019-01-09 19:59:00, the news that had the Long-Term Effect on Future Load Consumption is that South Australia is only days away from a heatwave which will last for almost a week and has left Tour Down Under organisers anxiously watching the weather forecast. The region that may be influenced is SA. The rationality is that The impending heatwave in SA is likely to increase the use of air conditioning and refrigeration, thus resulting in a long-term rise in energy consumption throughout the hot period. Additionally, public and sporting events may adapt and increase their energy usage to cope with the extreme weather conditions.In 2019-01-09 00:10:00, the news that had the Short-Term Effect on Today's Load Consumption is that Power was knocked out to thousands of homes as huge red dust clouds swept across parts of New South Wales. The region that may be influenced is NSW. The rationality is that The power outages caused by red dust clouds are a short-term issue impacting load consumption immediately. Restoration of power and potential energy spikes upon reconnection could affect load consumption metrics for the day.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7547.0,7383.4,7203.0,6874.0,6676.8,6544.9,6552.1,6516.4,6555.2,6751.6,6873.9,7208.0,7538.4,7844.8,8113.7,8376.6,8475.9,8556.4,8599.3,8630.4,8602.1,8600.8,8564.6,8552.1,8548.2,8552.8,8548.8,8614.4,8723.0,8769.2,8820.7,8858.5,8911.5,8945.9,8999.5,8935.6,8924.5,8811.9,8691.2,8668.6,8612.2,8367.9,8146.7,8128.4,7919.4,7863.8,7630.5,7537.9" |
}, |
{ |
"instruction": "The historical load data is: 7547.0,7383.4,7203.0,6874.0,6676.8,6544.9,6552.1,6516.4,6555.2,6751.6,6873.9,7208.0,7538.4,7844.8,8113.7,8376.6,8475.9,8556.4,8599.3,8630.4,8602.1,8600.8,8564.6,8552.1,8548.2,8552.8,8548.8,8614.4,8723.0,8769.2,8820.7,8858.5,8911.5,8945.9,8999.5,8935.6,8924.5,8811.9,8691.2,8668.6,8612.2,8367.9,8146.7,8128.4,7919.4,7863.8,7630.5,7537.9", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-10 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 2019-1-11 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 292.98; the maximum temperature is 301.45; the humidity is 72.0; the pressure is 1018.0. Weather of the prediction date: the minimum temperature is 292.8; the maximum temperature is 307.28; the humidity is 72.0; the pressure is 1016.0. In 2019-01-10 22:00:00, the news that had the Long-Term Effect on Future Load Consumption is that The state\u2019s north is bracing for more flooding rains after a year of above average rainfall including 678mm of rain in one day \u2014 but the story was different for the rest of Queensland according to the Bureau of Meteorology\u2019s Annual Climate Statement. The region that may be influenced is QLD. The rationality is that The long-term changes in weather patterns and potential for increased flooding could necessitate changes in infrastructure and energy consumption patterns, as well as possibly impacting industrial and agricultural output.In 2019-01-10 13:07:00, the news that had the Short-Term Effect on Today's Load Consumption is that It\u2019s going to be a blisteringly hot day in the southern states, so much so a state Premier has had to promise the power grid will cope with the heat. The region that may be influenced is TAS, VIC, SA. The rationality is that Extreme heat typically results in an immediate spike in energy 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": "7339.6,7203.6,7007.1,6745.1,6523.5,6419.1,6386.3,6386.1,6436.2,6643.3,6782.0,7160.8,7496.6,7824.0,8142.8,8327.7,8417.7,8544.0,8632.2,8690.1,8839.6,8830.0,8912.5,8983.7,9165.7,9301.0,9529.6,9768.1,9791.5,9634.6,9606.1,9554.5,9487.6,9496.5,9392.1,9319.8,9262.9,9074.7,8963.7,8897.8,8697.3,8562.0,8367.1,8277.1,8088.2,8043.0,7893.9,7694.4" |
}, |
{ |
"instruction": "The historical load data is: 7339.6,7203.6,7007.1,6745.1,6523.5,6419.1,6386.3,6386.1,6436.2,6643.3,6782.0,7160.8,7496.6,7824.0,8142.8,8327.7,8417.7,8544.0,8632.2,8690.1,8839.6,8830.0,8912.5,8983.7,9165.7,9301.0,9529.6,9768.1,9791.5,9634.6,9606.1,9554.5,9487.6,9496.5,9392.1,9319.8,9262.9,9074.7,8963.7,8897.8,8697.3,8562.0,8367.1,8277.1,8088.2,8043.0,7893.9,7694.4", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-11 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 2019-1-12 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 292.8; the maximum temperature is 307.28; the humidity is 72.0; the pressure is 1016.0. Weather of the prediction date: the minimum temperature is 294.48; the maximum temperature is 300.17; the humidity is 67.0; the pressure is 1020.0. In 2019-01-11 16:02:00, the news that had the Long-Term Effect on Future Load Consumption is that The global head of Ikea has called on the Australian government and consumers, warning 'we have passed the point of debating'. The region that may be influenced is N/A. The rationality is that Engagement from major global companies in energy and climate topics can signal shifts in policy and consumer behavior towards greater sustainability and efficiency practices, potentially reducing long-term energy consumption.In 2019-01-11 20:03:00, the news that had the Short-Term Effect on Today's Load Consumption is that Tour Down Under officials will meet with a teams and riders representative in Adelaide on Saturday to discuss contingency plans for the first two stages of next week's race as they brace for 40C-plus temperatures. The region that may be influenced is SA. The rationality is that The forecast of extreme temperatures can lead to increased short-term load consumption due to higher usage of air conditioning systems.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7556.3,7339.7,7113.0,6748.9,6593.0,6367.4,6341.6,6372.1,6369.0,6373.4,6471.6,6545.5,6699.3,6944.3,7192.8,7397.2,7645.1,7885.1,7924.2,8031.8,8066.5,8288.9,8390.1,8570.6,8815.6,8989.7,9241.2,9451.1,9659.5,9865.4,10045.6,10264.5,10471.6,10584.4,10751.6,10682.6,10643.4,10503.5,10299.0,10072.1,9979.5,9729.9,9412.2,9097.5,8811.7,8545.5,8176.7,7838.5" |
}, |
{ |
"instruction": "The historical load data is: 7556.3,7339.7,7113.0,6748.9,6593.0,6367.4,6341.6,6372.1,6369.0,6373.4,6471.6,6545.5,6699.3,6944.3,7192.8,7397.2,7645.1,7885.1,7924.2,8031.8,8066.5,8288.9,8390.1,8570.6,8815.6,8989.7,9241.2,9451.1,9659.5,9865.4,10045.6,10264.5,10471.6,10584.4,10751.6,10682.6,10643.4,10503.5,10299.0,10072.1,9979.5,9729.9,9412.2,9097.5,8811.7,8545.5,8176.7,7838.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-12 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 2019-1-13 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 294.48; the maximum temperature is 300.17; the humidity is 67.0; the pressure is 1020.0. Weather of the prediction date: the minimum temperature is 293.71; the maximum temperature is 303.58; the humidity is 64.0; 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 2019-01-12 22:30:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that South Australians desperate to escape the week-long heatwave are expected to crowd coastal beaches in coming days. The region that may be influenced is SA. The rationality is that The increased population around coastal areas due to the heatwave is likely to increase energy consumption in real-time, from both public infrastructure to private dwellings.", |
"output": "7617.3,7315.7,7111.8,6876.2,6706.4,6535.3,6428.5,6398.8,6381.0,6385.0,6438.3,6433.5,6523.8,6657.9,6859.6,7033.6,7125.6,7310.5,7456.2,7573.6,7603.4,7669.6,7695.9,7763.7,7898.1,7925.9,8013.5,8095.4,8197.5,8386.5,8501.4,8665.5,8755.0,8826.3,8932.8,8913.8,8937.7,8845.8,8719.7,8651.0,8733.6,8647.2,8399.1,8176.3,8001.2,7841.9,7555.9,7318.0" |
}, |
{ |
"instruction": "The historical load data is: 7617.3,7315.7,7111.8,6876.2,6706.4,6535.3,6428.5,6398.8,6381.0,6385.0,6438.3,6433.5,6523.8,6657.9,6859.6,7033.6,7125.6,7310.5,7456.2,7573.6,7603.4,7669.6,7695.9,7763.7,7898.1,7925.9,8013.5,8095.4,8197.5,8386.5,8501.4,8665.5,8755.0,8826.3,8932.8,8913.8,8937.7,8845.8,8719.7,8651.0,8733.6,8647.2,8399.1,8176.3,8001.2,7841.9,7555.9,7318.0", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-13 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 2019-1-14 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.71; the maximum temperature is 303.58; the humidity is 64.0; the pressure is 1018.0. Weather of the prediction date: the minimum temperature is 294.3; the maximum temperature is 306.97; the humidity is 59.0; the pressure is 1013.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-13 22:00:00, the news that had the Short-Term Effect on Today's Load Consumption is that Parts of Queensland are set to swelter through severe heatwave conditions as a large band of hot conditions moves over the country. The region that may be influenced is QLD. The rationality is that Severe heatwave conditions typically lead to a short-term increase in energy consumption due to higher usage of air conditioning systems and other cooling equipment. This surge in demand is usually linked to the immediate response to the weather.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "7164.4,6998.1,6893.8,6704.1,6543.3,6515.4,6462.9,6505.5,6577.3,6827.4,7043.0,7427.7,7766.2,8187.2,8520.7,8817.4,8996.3,9141.5,9193.1,9319.6,9408.3,9497.2,9609.6,9662.2,9802.3,9961.7,10176.3,10387.0,10556.9,10763.4,10955.3,11161.8,11374.4,11496.8,11551.0,11438.7,11387.9,11157.8,10811.7,10623.5,10521.1,10197.3,9824.1,9529.4,9167.4,8957.9,8626.7,8304.4" |
}, |
{ |
"instruction": "The historical load data is: 7164.4,6998.1,6893.8,6704.1,6543.3,6515.4,6462.9,6505.5,6577.3,6827.4,7043.0,7427.7,7766.2,8187.2,8520.7,8817.4,8996.3,9141.5,9193.1,9319.6,9408.3,9497.2,9609.6,9662.2,9802.3,9961.7,10176.3,10387.0,10556.9,10763.4,10955.3,11161.8,11374.4,11496.8,11551.0,11438.7,11387.9,11157.8,10811.7,10623.5,10521.1,10197.3,9824.1,9529.4,9167.4,8957.9,8626.7,8304.4", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-14 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 2019-1-15 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 294.3; the maximum temperature is 306.97; the humidity is 59.0; the pressure is 1013.0. Weather of the prediction date: the minimum temperature is 294.43; the maximum temperature is 307.55; the humidity is 60.0; the pressure is 1010.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-14 18:11:00, the news that had the Short-Term Effect on Today's Load Consumption is that A heatwave in SA has sparked a \u201cCode Red\u201d alert, with the mercury set to soar as high as 47C in parts of the state over the next three days. The region that may be influenced is SA. The rationality is that Extreme temperatures typically result in higher usage of cooling systems such as air conditioners, which can lead to a significant spike in energy consumption, impacting load consumption in the short term as residents seek relief from the heat.In 2019-01-14 10:26:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that A triggered alarm at Melbourne Airport caused inbound flights to be suspended and some to be diverted, creating delays for passengers. The region that may be influenced is VIC. The rationality is that The immediate effect of the alarm and the consequent suspension of flights would lead to a sudden change in energy usage patterns at the airport due to operational disruptions. This could cause a direct but likely brief impact on energy consumption as systems adjust to the sudden change.", |
"output": "8103.5,7862.8,7716.0,7383.6,7206.5,7093.8,7014.3,6995.1,6970.4,7197.6,7313.9,7750.2,8026.2,8446.8,8774.9,9107.1,9376.2,9672.3,9802.2,9978.3,10128.7,10405.8,10597.2,10795.8,11068.2,11295.2,11561.2,11745.1,11960.5,12142.4,12447.6,12626.2,12791.0,12903.2,12972.8,12754.1,12657.9,12325.4,12053.9,11737.0,11530.4,11202.7,10716.8,10331.2,9818.2,9529.2,9108.8,8786.2" |
}, |
{ |
"instruction": "The historical load data is: 8103.5,7862.8,7716.0,7383.6,7206.5,7093.8,7014.3,6995.1,6970.4,7197.6,7313.9,7750.2,8026.2,8446.8,8774.9,9107.1,9376.2,9672.3,9802.2,9978.3,10128.7,10405.8,10597.2,10795.8,11068.2,11295.2,11561.2,11745.1,11960.5,12142.4,12447.6,12626.2,12791.0,12903.2,12972.8,12754.1,12657.9,12325.4,12053.9,11737.0,11530.4,11202.7,10716.8,10331.2,9818.2,9529.2,9108.8,8786.2", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-15 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 2019-1-16 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 294.43; the maximum temperature is 307.55; the humidity is 60.0; the pressure is 1010.0. Weather of the prediction date: the minimum temperature is 295.71; the maximum temperature is 308.69; the humidity is 66.0; the pressure is 1011.0. In 2019-01-15 10:53:00, the news that had the Long-Term Effect on Future Load Consumption is that By the years 2009 to 2017, Antarctic ice loss has increased more than sixfold \u2014 a worrying trajectory that means many coastal cities will soon be flooded. The region that may be influenced is N/A. The rationality is that The news about the increase in Antarctic ice loss leading to potential coastal flooding can create long-term impact on load consumption as it highlights the acceleration of climate change impacts. This could lead to changes in policy and increased efforts in energy efficiency and renewable energy adoption to mitigate the effects of global warming.In 2019-01-15 10:00:00, the news that had the Short-Term Effect on Today's Load Consumption is that Record breaking heatwave is only getting worse with a Code Red weather emergency and Police warning. The region that may be influenced is VIC. The rationality is that Extreme heat events, like the one indicated by a Code Red weather emergency, typically result in higher electricity usage due to increased air conditioning and cooling requirements, which affects the short-term load consumption.In 2019-01-15 09:18:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Commuters have lashed out as Melbourne\u2019s train network left them 'stranded' in sweltering heat last night and again this morning. The region that may be influenced is VIC. The rationality is that Technical issues with public transport, especially during extreme weather conditions, can lead to an immediate increase in load consumption as more people may opt to use personal transportation with air conditioning, therefore consuming more power in real-time.", |
"output": "8501.6,8284.0,8004.6,7682.0,7469.5,7324.5,7220.8,7211.8,7252.0,7394.6,7535.4,7881.4,8255.1,8685.5,9060.5,9462.9,9730.9,10096.4,10343.5,10599.6,10831.3,11130.8,11369.6,11518.4,11779.7,12011.4,12200.2,12353.5,12557.6,12667.1,12876.0,13034.6,13126.5,13270.2,13227.3,12890.6,12836.3,12545.3,12201.4,11836.6,11618.0,11223.4,10718.5,10302.4,9758.0,9408.7,9063.1,8703.9" |
}, |
{ |
"instruction": "The historical load data is: 8501.6,8284.0,8004.6,7682.0,7469.5,7324.5,7220.8,7211.8,7252.0,7394.6,7535.4,7881.4,8255.1,8685.5,9060.5,9462.9,9730.9,10096.4,10343.5,10599.6,10831.3,11130.8,11369.6,11518.4,11779.7,12011.4,12200.2,12353.5,12557.6,12667.1,12876.0,13034.6,13126.5,13270.2,13227.3,12890.6,12836.3,12545.3,12201.4,11836.6,11618.0,11223.4,10718.5,10302.4,9758.0,9408.7,9063.1,8703.9", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-16 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 2019-1-17 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 295.71; the maximum temperature is 308.69; the humidity is 66.0; the pressure is 1011.0. Weather of the prediction date: the minimum temperature is 295.98; the maximum temperature is 309.75; the humidity is 59.0; the pressure is 1013.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-16 19:29:00, the news that had the Short-Term Effect on Today's Load Consumption is that Spare a thought for those in the hottest parts of SA, where life goes on despite scorching temperatures. After its hottest ever day, 49.0C on Tuesday, Tarcoola barely cooled on Wednesday with a top temperature of at 48.7C. The region that may be influenced is SA. The rationality is that Extreme temperatures typically result in increased use of air conditioning and cooling systems, driving up energy load consumption in the short term. The high temperatures in South Australia are likely causing such a spike in electricity usage.In 2019-01-16 18:30:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that A Sydney child has been taken to hospital with heatstroke as record-breaking temperatures continue to batter the country. The region that may be influenced is NSW. The rationality is that Record-breaking temperatures likely increase real-time electricity load due to the use of cooling systems. This specific incident in New South Wales also highlights the severity of the heatwave affecting the region, which may lead to an immediate uptick in energy consumption as residents seek relief.", |
"output": "8438.4,8172.2,7926.0,7636.5,7500.1,7392.8,7308.7,7302.4,7384.6,7570.8,7815.3,8128.4,8504.4,8613.2,9237.2,9610.8,9784.5,10072.5,10287.2,10536.6,10791.0,11031.7,11289.8,11424.6,11680.1,11912.2,12130.4,12340.8,12581.6,12668.6,12870.5,13093.8,13377.5,13475.8,13545.4,13364.1,13208.8,12779.2,12289.8,12095.2,11809.6,11383.0,10809.5,10454.1,9956.4,9573.6,9247.4,8935.0" |
}, |
{ |
"instruction": "The historical load data is: 8438.4,8172.2,7926.0,7636.5,7500.1,7392.8,7308.7,7302.4,7384.6,7570.8,7815.3,8128.4,8504.4,8613.2,9237.2,9610.8,9784.5,10072.5,10287.2,10536.6,10791.0,11031.7,11289.8,11424.6,11680.1,11912.2,12130.4,12340.8,12581.6,12668.6,12870.5,13093.8,13377.5,13475.8,13545.4,13364.1,13208.8,12779.2,12289.8,12095.2,11809.6,11383.0,10809.5,10454.1,9956.4,9573.6,9247.4,8935.0", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-17 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 2019-1-18 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 295.98; the maximum temperature is 309.75; the humidity is 59.0; the pressure is 1013.0. Weather of the prediction date: the minimum temperature is 294.85; the maximum temperature is 303.6; the humidity is 69.0; the pressure is 1015.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-17 06:30:27, the news that had the Short-Term Effect on Today's Load Consumption is that Adelaide will swelter through yet another hot day, but a cool change is on the way putting an end to this week's heatwave. The region that may be influenced is SA. The rationality is that A heatwave leads to increased use of air conditioning and refrigeration, significantly raising short-term electricity consumption until a cool change arrives.In 2019-01-17 14:50:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that A power outage is causing delays for Brisbane train commuters, with delays of up to 20 minutes expected on one line. The region that may be influenced is QLD. The rationality is that A power outage can cause an immediate drop in electricity consumption due to disruption in services and may require additional load to restore and stabilize the network afterward.", |
"output": "8660.9,8362.1,8110.5,7804.5,7620.3,7448.8,7417.7,7405.3,7421.4,7580.5,7782.0,8191.2,8487.9,8896.3,9313.4,9612.5,9875.2,10072.5,10235.8,10473.7,10708.0,10890.7,11084.5,11377.0,11596.9,11881.9,12098.2,12275.6,12515.4,12780.5,12976.2,13096.7,13249.5,13267.4,13301.4,13120.7,12985.0,12680.2,12380.3,12190.7,12022.1,11736.3,11343.1,11068.9,10781.2,10412.6,9859.5,9433.0" |
}, |
{ |
"instruction": "The historical load data is: 8660.9,8362.1,8110.5,7804.5,7620.3,7448.8,7417.7,7405.3,7421.4,7580.5,7782.0,8191.2,8487.9,8896.3,9313.4,9612.5,9875.2,10072.5,10235.8,10473.7,10708.0,10890.7,11084.5,11377.0,11596.9,11881.9,12098.2,12275.6,12515.4,12780.5,12976.2,13096.7,13249.5,13267.4,13301.4,13120.7,12985.0,12680.2,12380.3,12190.7,12022.1,11736.3,11343.1,11068.9,10781.2,10412.6,9859.5,9433.0", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-18 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 2019-1-19 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 294.85; the maximum temperature is 303.6; the humidity is 69.0; the pressure is 1015.0. Weather of the prediction date: the minimum temperature is 293.44; the maximum temperature is 298.5; the humidity is 68.0; the pressure is 1021.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-18 16:51:00, the news that had the Short-Term Effect on Today's Load Consumption is that Perth is in for a scorching weekend \u2014 and dare we say it, it will be a dry heat. The region that may be influenced is WA. The rationality is that Short-term weather events like heatwaves lead to increased use of cooling systems, which directly impacts energy load consumption.In 2019-01-18 20:05:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that A burst water main is literally stopping traffic as people have been stopping and slowing down to observe the 'spectacular' display. The region that may be influenced is SA. The rationality is that A burst water main may cause disruptions in traffic and potentially require emergency response and repairs which can cause a real-time direct increase in electricity usage due to the use of high-powered equipment and lighting.", |
"output": "9034.4,8644.4,8342.8,7940.1,7732.3,7491.0,7449.5,7402.1,7359.8,7360.0,7465.2,7538.6,7644.8,7902.6,8179.6,8498.1,8715.2,8924.0,8987.3,9163.3,9352.7,9452.9,9398.6,9262.1,9171.7,9238.1,9157.4,9079.0,8978.7,9016.1,9053.3,9101.7,9129.5,9082.1,9073.3,9001.9,8978.2,8918.3,8787.6,8701.2,8669.4,8525.4,8352.7,8164.2,8071.9,7955.9,7772.3,7611.6" |
}, |
{ |
"instruction": "The historical load data is: 9034.4,8644.4,8342.8,7940.1,7732.3,7491.0,7449.5,7402.1,7359.8,7360.0,7465.2,7538.6,7644.8,7902.6,8179.6,8498.1,8715.2,8924.0,8987.3,9163.3,9352.7,9452.9,9398.6,9262.1,9171.7,9238.1,9157.4,9079.0,8978.7,9016.1,9053.3,9101.7,9129.5,9082.1,9073.3,9001.9,8978.2,8918.3,8787.6,8701.2,8669.4,8525.4,8352.7,8164.2,8071.9,7955.9,7772.3,7611.6", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-19 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 2019-1-20 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 293.44; the maximum temperature is 298.5; the humidity is 68.0; the pressure is 1021.0. Weather of the prediction date: the minimum temperature is 294.36; the maximum temperature is 299.57; the humidity is 82.0; the pressure is 1019.0. There is no suitable news for long-term effect on future load consumption.In 2019-01-19 20:18:00, the news that had the Short-Term Effect on Today's Load Consumption is that Extreme temperatures and minimal rainfall have led to South Australia\u2019s second highest water consumption for the first half of summer in the past decade. The region that may be influenced is SA. The rationality is that Extreme temperatures typically result in increased use of cooling systems in the short term, leading to a spike in electricity consumption.In 2019-01-19 21:59:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that UPDATED 10pm: Help is arriving from interstate and New Zealand as firefighters continue to battle bushfires burning across the state, including one in the Central Highlands close to the Great Lake township of Miena. The region that may be influenced is TAS. The rationality is that Bushfires and the response efforts including the use of firefighting equipment, evacuation centers, and emergency services can lead to an immediate increase in electricity consumption in the affected areas.", |
"output": "7420.3,7249.6,7045.6,6797.5,6591.8,6493.6,6482.8,6408.9,6464.6,6432.9,6476.1,6531.7,6704.0,6870.0,7036.2,7264.6,7438.8,7657.6,7709.5,7819.3,7763.4,7806.0,7821.9,7901.3,7947.9,7995.3,8047.6,8111.9,8192.3,8382.4,8638.3,8797.4,8858.6,8954.6,9127.9,9031.6,9121.7,9030.0,8934.3,8886.9,8963.4,8695.2,8495.3,8339.3,8164.1,8029.0,7759.1,7551.1" |
}, |
{ |
"instruction": "The historical load data is: 7420.3,7249.6,7045.6,6797.5,6591.8,6493.6,6482.8,6408.9,6464.6,6432.9,6476.1,6531.7,6704.0,6870.0,7036.2,7264.6,7438.8,7657.6,7709.5,7819.3,7763.4,7806.0,7821.9,7901.3,7947.9,7995.3,8047.6,8111.9,8192.3,8382.4,8638.3,8797.4,8858.6,8954.6,9127.9,9031.6,9121.7,9030.0,8934.3,8886.9,8963.4,8695.2,8495.3,8339.3,8164.1,8029.0,7759.1,7551.1", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is NSW. The start date of historical data was on 2019-1-20 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 2019-1-21 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 294.36; the maximum temperature is 299.57; the humidity is 82.0; the pressure is 1019.0. Weather of the prediction date: the minimum temperature is 294.13; the maximum temperature is 306.15; the humidity is 66.0; the pressure is 1015.0. In 2019-01-20 17:31:00, the news that had the Long-Term Effect on Future Load Consumption is that Councils up and down the Queensland coast are preparing for the first king tides of the year next week. The region that may be influenced is QLD. The rationality is that Preparation for king tides indicates potential challenges related to climate change and rising sea levels, which may impact infrastructure and energy consumption habits in the long term.In 2019-01-20 19:16:00, the news that had the Short-Term Effect on Today's Load Consumption is that A record heatwave that\u2019s delivering soaring temperatures up to 45 degrees continues to blanket parts of Queensland, with forecasters warning it\u2019s not going to end any time soon. The region that may be influenced is QLD. The rationality is that Extreme temperatures typically lead to increased use of cooling systems like air conditioners, thus raising energy consumption in the short term.In 2019-01-20 21:41:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Firefighters were hospitalised and property was damaged as an out-of-control fire threatened lives and homes in Collie. The region that may be influenced is WA. The rationality is that The immediate impact of the out-of-control fire could potentially disrupt power supply and infrastructure, having a direct real-time effect on energy consumption and load.", |
"output": "7377.4,7219.3,7122.6,6865.1,6684.5,6593.0,6555.9,6616.8,6739.5,6910.6,7208.9,7673.8,8035.0,8454.0,8785.5,8992.9,9200.5,9373.8,9426.9,9472.5,9572.4,9619.7,9677.5,9740.5,9745.4,9747.9,9766.8,9911.9,9974.6,10007.1,10073.6,10199.3,10242.6,10395.2,10400.3,10266.3,10222.0,10098.3,9967.4,9861.4,9874.1,9685.3,9303.2,9137.7,8845.4,8680.4,8401.4,8169.0" |